WO2020143297A1 - Disaster recovery method, apparatus and device for call center, and storage medium - Google Patents

Disaster recovery method, apparatus and device for call center, and storage medium Download PDF

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Publication number
WO2020143297A1
WO2020143297A1 PCT/CN2019/116744 CN2019116744W WO2020143297A1 WO 2020143297 A1 WO2020143297 A1 WO 2020143297A1 CN 2019116744 W CN2019116744 W CN 2019116744W WO 2020143297 A1 WO2020143297 A1 WO 2020143297A1
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WO
WIPO (PCT)
Prior art keywords
call center
main
backup
monitoring
call
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PCT/CN2019/116744
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French (fr)
Chinese (zh)
Inventor
杨忠诚
陈小建
王志鹏
Original Assignee
平安科技(深圳)有限公司
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Publication of WO2020143297A1 publication Critical patent/WO2020143297A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0654Management of faults, events, alarms or notifications using network fault recovery
    • H04L41/0663Performing the actions predefined by failover planning, e.g. switching to standby network elements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/22Arrangements for supervision, monitoring or testing
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/42Systems providing special services or facilities to subscribers
    • H04M3/50Centralised arrangements for answering calls; Centralised arrangements for recording messages for absent or busy subscribers ; Centralised arrangements for recording messages

Definitions

  • the present application relates to the technical field of call centers, and in particular to a disaster recovery method, device, equipment and storage medium for call centers.
  • the call center also known as the customer service center, originated in the 1930s and initially transferred the user's call to an answering desk or an expert. Since then, with the increase of calls and answers to be transferred, an interactive voice answering system has been established, which can realize the answering and processing of some common questions of customers by the machine "automatic attendant".
  • the call center in the traditional sense refers to a call response center mainly based on telephone reception, providing customers with various telephone response services.
  • the queuing and dispatching operation of the incoming call of the call center system launched by major enterprises is handled by the callcenter (call center) module of Freeswitch (a soft switch solution for a telephone).
  • the callcenter module can only start one instance in a call center system. Therefore, when the callcenter module itself or the server where the callcenter module is located is abnormal, it will cause the entire call center system to queuing and dispatch all incoming calls, which will cause enterprises Serious impact.
  • the main purpose of the present application is to provide a disaster recovery method, device, equipment and storage medium for a call center, aiming to solve the technical problems of poor stability and low reliability of the call center system in the prior art.
  • the present application provides a disaster recovery method for a call center.
  • the method includes the following steps:
  • the call service is transferred to the main call center through the physical address of the main call center according to the first correspondence, the first correspondence is virtual The correspondence between the address and the physical address of the main call center;
  • the backup call center is started, and when the call service is received at the virtual address, the call service is transferred to the backup call center through the physical address of the backup call center according to the second correspondence.
  • the relationship is the correspondence between the virtual address and the physical address of the backup call center.
  • the present application also proposes a disaster recovery device for a call center, the device includes:
  • the log information collection module is used to start the main call center and collect the log information generated during the operation of the main call center;
  • the log information analysis module is used to analyze the log information in real time and determine whether the operation status of the main call center is normal;
  • the first call service transfer module is used to transfer the call service to the main call through the physical address of the main call center according to the first correspondence when the pre-assigned virtual address receives the call service when the main call center is operating normally Center, the first correspondence is the correspondence between the virtual address and the physical address of the main call center;
  • the second call service transfer module is used to start the backup call center when the operation status of the main call center is abnormal, and when the virtual address receives the call service, according to the second correspondence, pass the call service through the physical address of the backup call center Transferred to the backup call center, the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
  • the present application also proposes a disaster recovery device for a call center, the device includes: a memory, a processor, and a computer-readable storage stored on the memory and operable on the processor Instructions, when the computer-readable instructions are executed by the processor to implement the steps of the disaster recovery method of the call center as described above.
  • the present application also proposes a computer-readable storage medium having computer-readable instructions stored on the computer-readable storage medium, the computer-readable instructions being executed by a processor are implemented as described above The steps of the disaster recovery method of the call center.
  • the disaster recovery method, device, equipment and storage medium of the call center of this embodiment when judging whether the operation state of the main call center is normal, it specifically adopts the method of software detection, that is, after the main call center is started, it is collected through real-time The log information generated during the operation of the main call center, and then based on the analysis of the log information, determine whether the operation status of the main call center is normal.
  • the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center.
  • This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
  • the disaster recovery method, device, equipment and storage medium of the call center of this embodiment provide users with a fixed and unique virtual address from beginning to end, and the switching between the physical addresses of the main and standby call centers is based on The operation status of the main and standby call centers and the pre-built first correspondence relationship and the second correspondence relationship are realized, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
  • FIG. 1 is a schematic structural diagram of a disaster recovery device of a call center in a hardware operating environment according to an embodiment of the present application
  • FIG. 2 is a schematic flowchart of a first embodiment of a disaster recovery method for a call center
  • FIG. 3 is a schematic flowchart of a second embodiment of a disaster recovery method for a call center
  • FIG. 4 is a structural block diagram of a first embodiment of a disaster recovery device of a call center of the present application.
  • FIG. 1 is a schematic structural diagram of a disaster recovery device of a call center in a hardware operating environment according to an embodiment of the present application.
  • the disaster recovery equipment of the call center may include: a processor 1001, such as a central processor (Central Processing Unit, CPU), communication bus 1002, user interface 1003, network interface 1004, memory 1005.
  • the communication bus 1002 is used to implement connection communication between these components.
  • the user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may further include a standard wired interface and a wireless interface.
  • the network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (WIreless-FIdelity, WI-FI) interface).
  • WIreless-FIdelity WI-FI
  • the memory 1005 may be a high-speed random access memory (Random Access Memory (RAM) memory can also be a stable non-volatile memory (Non-Volatile Memory, NVM), such as disk storage.
  • RAM Random Access Memory
  • NVM Non-Volatile Memory
  • the memory 1005 may optionally be a storage device independent of the foregoing processor 1001.
  • FIG. 1 does not constitute a limitation on the disaster recovery equipment of the call center, and may include more or fewer components than those illustrated, or combine certain components, or different components Layout.
  • the memory 1005 as a computer-readable storage medium may include an operating system, a network communication module, a user interface module, and a disaster recovery program of a call center.
  • the network interface 1004 is mainly used for data communication with the network server; the user interface 1003 is mainly used for data interaction with the user; the processing in the disaster recovery equipment of the call center of this application
  • the device 1001 and the memory 1005 may be provided in the disaster recovery device of the call center.
  • the disaster recovery device of the call center calls the disaster recovery program of the call center stored in the memory 1005 through the processor 1001 and executes the call center provided in the embodiment of the present application. Disaster recovery methods.
  • FIG. 2 is a schematic flowchart of a first embodiment of a disaster recovery method for a call center according to the application.
  • the disaster recovery method of the call center includes the following steps:
  • step S10 the main call center is started to collect log information generated during the operation of the main call center.
  • the disaster recovery method of the call center is mainly applied to the pre-built call center system.
  • the call center system generally includes a server with a main call center and a backup call center.
  • step S10 the operation of starting the call center mentioned in the above step S10 is specifically executed by the exchange for controlling the main call center connected to the access communication where the main call center is deployed.
  • the switch mentioned in this embodiment is specifically a switch based on a virtual routing redundancy protocol. In practical applications, Keepalived software may be used instead.
  • Keepalived is similar to layer3, 4 &
  • the software of the 5 exchange mechanism which is what we usually say about layer 3, layer 4 and layer 5 switching. Its role is mainly to detect the status of the server, and the entire detection process is automatically completed without human intervention.
  • Keepalived when using Keepalived to detect the status of a server, if a server goes down or the work fails, Keepalived will detect and remove the faulty server from the system, and use other servers to replace the work of the server. When the removed server works normally, Keepalived will automatically add the server to the server group, and all these tasks are automatically completed without manual intervention. All that is required is to repair the failed server.
  • the main call center and the backup call center need to be determined before performing the steps of starting the main call center.
  • the operations for determining the main call center and the backup call center can be roughly as follows: First, according to the service requirements of the call center, build a first call center and a second call center. Then, any one of the first call center and the second call center is designated as the main call center, and the other is designated as the backup call center.
  • this embodiment provides a specific implementation manner for determining the main call center and the backup call center, which are roughly as follows:
  • the monitoring indicators mentioned above may be specified data traffic and address resolution protocol (Address Resolution Protocol (ARP), media access control (Media Access Control or Medium Access Control, MAC) address and other common network indicators, so as to determine whether the network status of the first call center and the second call center is stable and whether the concurrent processing capability is good according to these network indexes.
  • ARP Address Resolution Protocol
  • MAC Medium Access Control
  • the selection of monitoring indicators can be set by those skilled in the art as needed, and this case does not limit this.
  • the above-mentioned first monitoring index data is the data corresponding to the monitoring index generated during the operation of the first call center;
  • the second monitoring index data is the data generated during the operation of the second call center Data corresponding to monitoring indicators.
  • the following examples illustrate: If the monitoring index is ARP, the first monitoring index data is the number of ARP provided by the first call center during operation.
  • the second monitoring indicator data is the number of ARPs provided by the second call center during operation; if the monitoring indicator is a MAC address, the first monitoring indicator data is the MAC address drift of the first call center during operation, the second The monitoring index data is the MAC address drift during the operation of the second call center.
  • the change rate of the monitoring index of the center can be analyzed based on the preset analysis model to analyze the first monitoring index data of each period and the second monitoring index data of each period respectively to obtain the monitoring index change rate and the corresponding number of the first call center 2.
  • the rate of change of monitoring indicators corresponding to the call center can be analyzed based on the preset analysis model to analyze the first monitoring index data of each period and the second monitoring index data of each period respectively to obtain the monitoring index change rate and the corresponding number of the first call center 2.
  • the method of constructing the analysis model can be constructed based on the deep machine learning method in practical applications.
  • the deep learning method described in this embodiment specifically adopts an unsupervised learning method (such as Deep Trust Network (Deep Belief Nets (DBNs)) and supervised learning methods (such as Convolutional neural network networks, CNNs)) to build analytical models.
  • DNNs Deep Trust Network
  • CNNs Convolutional neural network networks
  • the constructed first training model specifically includes an input layer, an output layer, and multiple hidden layers.
  • multiple hidden layers are located between the input layer and the output layer, and all layers are fully connected.
  • a filter can be added before each layer to filter out the interference information in the sample data.
  • sample data used when constructing the first training model in this embodiment may specifically be the massive data stored in the major data platforms, thus ensuring that the constructed first training model can be better
  • the rich intrinsic information and features of the data are carved out so that the analysis model trained based on the first training model can better predict the rate of change corresponding to the monitoring index.
  • the above-mentioned layering standards are specifically used to specify how to split the initial network layer into at least two sub-network layers of large size.
  • the layering criterion may be that the convolution kernel of size is divided into two convolution kernels.
  • the subsequent steps (2-3) and (2-4) are performed, the first training model after splitting the initial network layer is used for training, the network depth of the training model can be increased, so that the subsequent The trained analysis model can accurately predict the rate of change corresponding to the monitoring index.
  • (2-3) Use the unsupervised training method that rises from the bottom, starting with the hidden layer connected to the input layer in the first training model, and ending with the hidden layer connected to the output layer in the first training model.
  • the sub-network layer in each hidden layer in the training model is trained to obtain the second training model.
  • the data for constructing the first training model may be calibrated data or uncalibrated data.
  • the training method of the first training model constructed for different training data will also be different.
  • the following uses the training data as uncalibrated data as an example for specific description. Specifically, when using the unsupervised training method that rises from the bottom to train the sub-network layer in each hidden layer in the first training model, you need to train the first layer (the hidden layer connected to the input layer) first, and learn the first The parameters of the first layer. Then, after learning the parameters of the first layer, the output of the first layer is used as the input of the second layer, and so on. After learning the n-1 layer, the output of the n-1 layer is taken as the n-th layer.
  • Input train the nth layer, and get the parameters of each layer. Due to the limitation of the capacity of the first training model and the sparseness constraint, the structure of the data itself can be learned during the training process, thereby obtaining a second training model that has more representative characteristics than the input.
  • a top-down supervised training method is used, starting with the hidden layer connected to the output layer in the second training model, and the hidden layer connected to the input layer in the second training model as the end point.
  • the sub-network layer in each hidden layer in the training model is trained to obtain an analysis model.
  • the top-down supervised training method is used to train each layer in the second training model obtained in step (2-3), so that the error is transmitted from top to bottom, thereby reaching the entire network. Fine-tune, and then get an analysis model that can get better results.
  • the first call center whose monitoring index change rate meets the main call center selection rules is designated as the main call center, and the second call center is designated as the backup call center; or, the monitoring indicators
  • the second call center whose change rate meets the selection rules of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
  • the main call center selection rule may stipulate that a call center with stable network status and good concurrent processing capability is selected as the main call center.
  • a call center that meets the selection rules of the main call center is selected as the main call Center, the other as a backup call center.
  • the first call center is designated as the main call center
  • the second call center is designated as the backup call center; for example, the second call center
  • the rate of change of the monitoring index meets the selection rules of the main call center
  • the second call center is designated as the main call center
  • the first call center is designated as the backup call center.
  • first call center is only used to distinguish the call center from other call centers, and does not limit the call center itself, and the first call center It can be any call center in the call center system.
  • second call center is only used to distinguish the call center from other call centers, and does not limit the call center itself, and the second call center can be used in the call center system. Any call center other than a call center.
  • both the first call center and the second call center are deployed on the server in practical applications. Therefore, when one of them is designated as the main call center and the other is the backup call center, their respective The server can be called the main server and the backup server.
  • Step S20 Perform real-time analysis on the log information to determine whether the operation status of the main call center is normal.
  • the log information mentioned in this embodiment mainly includes data information generated by each port and process of the main call center, and various data information generated during the operation of the server deploying the main call center.
  • step 30 if it is detected that the main call center is operating normally (both the main call center and the server where the main call center is deployed), then the operation in step 30 is performed; if the main call center is detected to be abnormal (main If the call center and/or the server deploying the main call center is abnormal), the operation in step S40 is performed.
  • Step S30 When the pre-allocated virtual address receives the call service, the call service is transferred to the main call center through the physical address of the main call center according to the first correspondence.
  • the virtual address mentioned above specifically refers to Virtual IP Address, commonly known as virtual IP, or VIP for short. It is an IP address that is not connected to a specific computer or a network interface card (NIC) in a computer.
  • NIC network interface card
  • the physical address the so-called interconnection protocol between the networks (Internet Protocol, IP).
  • IP Internet Protocol
  • the IP used to indicate the main call center is its real physical IP.
  • the VIP is allocated to the user for access. After the data packet generated by the user during the access process is sent to this VIP address, the VIP is transferred to the real physical IP, which is described above According to the first correspondence, the call service is transferred to the main call center through the physical address of the main call center, so that the main call center processes the call service.
  • the first correspondence mentioned above is specifically the correspondence between the virtual address and the physical address of the main call center.
  • step S40 the backup call center is started, and when the call service is received at the virtual address, the call service is transferred to the backup call center through the physical address of the backup call center according to the second correspondence.
  • Keepalived which is used to control the main call center
  • Keepalived which is used to control the backup call center
  • the execution subject is switched to control the backup call center.
  • the backup call center is started by Keepalived, which controls the backup call center, that is, the callcenter module in the backup call center is started, so that the backup call center enters the working state, so that when the call service is received at the virtual address, the backup call center can be controlled Keepalived transfers the call service to the backup call center through the physical address of the backup call center according to the second correspondence, so that the backup call center can process the call service.
  • the physical IP of the server deploying the main call center is: 10.37.255.1
  • the physical IP of the backup server deploying the backup call center is: 10.37.255.2
  • the pre-assigned VIP is: 10.37.255.3
  • the VIP under normal circumstances: 10.37 .255.3 is bound to the physical IP of the main call center: 10.37.255.1, so when users visit 10.37.255.3, they are actually accessing 10.37.255.1.
  • the main call center or the server where the main call center is deployed is abnormal , VIP will automatically switch to the physical IP corresponding to the backup call center: 10.37.255.2, when the user accesses 10.37.255.3, actually accesses 10.37.255.2.
  • the switch of physical IP is insensitive, and users only need to access 10.37.255.3 during the entire access process.
  • the disaster recovery method of the call center adopts the software detection method when judging whether the operation state of the main call center is normal, that is, after the main call center is started, it is collected in real time
  • the log information generated during the operation of the main call center and then based on the analysis of the log information, determine whether the operation status of the main call center is normal.
  • the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center.
  • This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
  • a fixed and unique virtual address is provided to the user from beginning to end, and the physical address switching between the main and backup call centers is based on the main and backup call centers. Is implemented in the running state and the pre-built first correspondence relationship and the second correspondence relationship, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
  • the server and the first call center can also be deployed. Deploy a second blockchain-based data storage area in the server where the second call center is deployed, or deploy several servers separately to store the information generated by the call center system.
  • the creation of the data storage area based on the blockchain is roughly as follows: according to the call service supported by the call center system, several blocks are established, and several blocks are connected in sequence to form a blockchain. Correspondingly, the operation of adding the information to be stored to the blockchain is roughly as follows:
  • the preset conversion rule in practical applications, it may be a binary conversion rule.
  • the character string to be encrypted after the data conversion processing operation on the business data is a binary character string composed of only 0 and 1.
  • the reason why the business data is converted into a binary format in this embodiment is to facilitate subsequent processing, and to avoid abnormality in the encrypted information due to inconsistent data formats.
  • the block number mentioned above is specifically an identification number assigned to the block by the technician when the block is created according to the call service supported by the call center system.
  • the original key can be generated according to the unique digital certificate applied for from the digital center. For example, when generating the original key of any block, you can first obtain the digital certificate corresponding to the block, and then arrange and combine the characters in the digital certificate according to the preset rules to obtain the original key of the block.
  • the characters in the business data can also be arranged and combined according to the preset rules, and then In accordance with preset conversion rules, perform data conversion operations on the arranged and combined business data.
  • FIG. 3 is a schematic flowchart of a second embodiment of a disaster recovery method for a call center of the present application.
  • the disaster recovery method of the call center provided in this embodiment is further improved on the basis of the first embodiment.
  • the specific improvement is that after determining that the operation status of the main call center is abnormal and starting the backup call center, the monitoring of the main The operation status of the call center, and when the operation status of the main call center is restored to normal, the virtual address drift will stop the operation of the backup call center before the physical address of the main call center.
  • Step S50 start the backup call center, and monitor whether the running status of the main call center returns to normal.
  • the backup call center since the backup call center is started, the executive body has been replaced by Keepalived for controlling the backup call center, so the monitoring of the operation status of the main call center may be specifically controlled by the Keepalived slave controlling the main call of the backup call center.
  • the center's Keepalived obtains the log information of the main call center at the current moment, and then analyzes the obtained log information to determine whether the operation status of the main call center has returned to normal.
  • the obtained log information of the main call center may also include log information of each port and thread of the main call center, and log information of the server where the main call center is deployed.
  • step S60 if the running state of the main call center returns to normal, a stop operation instruction is sent to the backup call center to stop the backup call center, and after the backup call center stops running, the main call center is restarted.
  • the disaster recovery of the call center is to first send the stop call instruction to the backup call center by Keepalived, which controls the backup call center, so that the custom stop script on the backup call center closes the call center module and ESL application of the backup call center according to the stop operation instruction.
  • Keepalived which controls the backup call center
  • the executive body switches to Keepalived, which controls the main call center, and Keepalived, which controls the main call center, restarts the main call center, so that Subsequent call services can be transferred to the main call center for processing.
  • the "brain split” mentioned in this embodiment refers specifically to the switch between the main call center and the backup call center.
  • ESL specifically an interface provided by Freeswitch
  • the full name is event-sodket-library, in practical applications is usually understood as a telephone event processing component.
  • Freeswitch realizes external control, filters the message events sent by FreeSwitch, and encapsulates it into DTO (data transmission object).
  • DTO data transmission object
  • the management personnel in order to allow the management personnel to view the warning information in time, and respond to the possible abnormalities of the main call center in time, such as remotely adjusting the parameters of the main call center, or directly to the site to check the main call center or deploy the server of the main call center Status, after sending the warning information to the management personnel, you can also control the device that receives the warning information to make warnings such as ringing, vibration, and screen flashing.
  • the computer-readable instructions may be stored in In a computer-readable storage medium, the aforementioned computer-readable storage medium may be a read-only memory, a magnetic disk, or an optical disk.
  • an embodiment of the present invention also proposes a computer-readable storage medium having computer-readable instructions stored on the computer-readable storage medium. When the computer-readable instructions are executed by a processor, a call center as described above is implemented Steps of the disaster recovery method.
  • the computer-readable storage medium may be a non-volatile computer-readable storage medium.
  • FIG. 4 is a structural block diagram of a first embodiment of a disaster recovery apparatus of a call center of the present application.
  • the disaster recovery apparatus of the call center provided in the embodiment of the present application includes: a log information collection module 4001, a log information analysis module 4002, a first call service transfer module 4003, and a second call service transfer module 4004.
  • the log information collection module 4001 is used to start the main call center to collect the log information generated during the operation of the main call center;
  • the log information analysis module 4002 is used to perform real-time analysis on the log information to determine whether the main call center's operating status is Normal;
  • the first call service transfer module 4003 is used to transfer the call service through the physical address of the main call center according to the first correspondence when the pre-assigned virtual address receives the call service in the normal operation state of the main call center To the main call center;
  • the second call service transfer module 4004 is used to start the backup call center when the main call center is abnormal, and when the virtual address receives the call service, according to the second correspondence, pass the call service The physical address of the backup call center is transferred to the backup call center.
  • the first correspondence in this embodiment is specifically the correspondence between the virtual address and the physical address of the primary call center; accordingly, the second correspondence is specifically the physical relationship between the virtual address and the backup call center The correspondence between addresses.
  • the main call center and the backup call center need to be determined before performing the steps of starting the main call center.
  • the operations of determining the main call center and the backup call center can be roughly as follows: First, build the first call center and the second call center according to the service requirements of the call center; then, set any of the first call center and the second call center One is designated as the primary call center, and the other is designated as the backup call center.
  • this embodiment provides a specific implementation method for determining the main call center and the backup call center, which is roughly as follows: First, according to the preset monitoring indicators, the first monitoring indicator data provided by the first call center is collected in time intervals And the second monitoring indicator data provided by the second call center; then, the first monitoring indicator data and the second monitoring indicator data in each period are analyzed separately to obtain the monitoring indicator change rate and the first monitoring indicator corresponding to the first call center The change rate of the monitoring index corresponding to the second call center; finally, according to the preset main call center selection rule, the first call center whose monitoring index change rate meets the main call center selection rule is designated as the main call center, and the second call center is designated as The backup call center; or, the second call center whose monitoring index change rate meets the selection rules of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
  • the first monitoring indicator data of each period and the second monitoring indicator data of each period can be analyzed respectively to obtain the monitoring indicators corresponding to the first call center The rate of change and the rate of change of monitoring indicators corresponding to the second call center.
  • the method of constructing the analysis model can be constructed based on the deep machine learning method in practical applications.
  • the deep learning method described in this embodiment specifically adopts a combination of unsupervised learning and supervised learning to build an analysis model.
  • the specific steps are as follows: first, build a first training model based on sample data; then, according to preset layering standards, the first training The initial network layer of each hidden layer in the model is split into at least two sub-network layers; then, the bottom-up unsupervised training method is used, starting with the hidden layer connected to the input layer in the first training model, and the first training The hidden layer connected to the output layer in the model is the end point, and the sub-network layers in each hidden layer in the first training model are sequentially trained to obtain the second training model; finally, a top-down supervised training method is used to The hidden layer connected to the output layer in the second training model is the starting point, and the hidden layer connected to the input layer in the second training model is the end point. The sub-network layers in each hidden layer in the second training model are sequentially trained to obtain the analysis model.
  • the disaster recovery device of the call center adopts the software detection method when judging whether the operation status of the main call center is normal, that is, after the main call center is started, it is collected through real-time The log information generated during the operation of the main call center, and then based on the analysis of the log information, determine whether the operation status of the main call center is normal.
  • the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center.
  • This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
  • the disaster recovery device of the call center provided in this embodiment provides users with a fixed and unique virtual address from beginning to end, and the physical addresses of the primary and secondary call centers are switched according to the primary and secondary call centers.
  • the running state and the pre-built first correspondence relationship and the second correspondence relationship are realized, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
  • the disaster recovery device of the call center further includes: a main call center monitoring module and a switching module.
  • the main call center monitoring module is used to monitor whether the operation status of the main call center returns to normal after starting the backup call center;
  • the switching module is used to send a stop to the backup call center when the operation status of the main call center returns to normal Run the instruction to stop the backup call center and restart the main call center after the backup call center stops running.
  • the disaster recovery device of the call center provided in this embodiment, after detecting that the operating state of the main call center returns to normal, the virtual address does not directly drift back to the main call center, but first to the backup call center Send a stop operation command, and restart the main call center after the backup call center stops running according to the stop operation command, so that the virtual address drifts back to the main call center.
  • This switching method effectively prevents the brain split caused by the virtual address switching back and forth. Ensure the normal processing of subsequent call services.

Abstract

The present application belongs to the technical field of call centers. Disclosed are a disaster recovery method, apparatus and device for a call center, and a computer-readable storage medium. The method comprises: starting a main call center, and collecting log information generated during a running process of the main call center; analyzing the log information in real time, and determining whether a running state of the main call center is normal; if the running state of the main call center is normal, when a call service is received at a pre-allocated virtual address, transferring, according to a first correlation, the call service to the main call center by means of a physical address of the main call center; and if the running state of the main call center is abnormal, starting a backup call center, and when the call service is received at the virtual address, transferring, according to a second correlation, the call service to the backup call center by means of a physical address of the backup call center.

Description

呼叫中心的容灾方法、装置、设备及存储介质 Disaster recovery method, device, equipment and storage medium of call center The
本申请要求于2019年1月10日提交中国专利局、申请号为201910029724.1、发明名称为“呼叫中心的容灾方法、装置、设备及存储介质”的中国专利申请的优先权,其全部内容通过引用结合在申请中。This application requires the priority of the Chinese patent application submitted to the China Patent Office on January 10, 2019, with the application number 201910029724.1 and the invention titled "Call Center Disaster Recovery Methods, Devices, Equipment, and Storage Media", all of which are approved by The reference is incorporated in the application.
技术领域Technical field
本申请涉及呼叫中心技术领域,尤其涉及一种呼叫中心的容灾方法、装置、设备及存储介质。The present application relates to the technical field of call centers, and in particular to a disaster recovery method, device, equipment and storage medium for call centers.
背景技术Background technique
呼叫中心,又称客户服务中心,起源于20世纪30年代,最初是把用户的呼叫转移到应答台或者专家处。此后,随着要转移的呼叫和应答增多,开始建立起交互式语音应答系统,这种系统能把客户部分常见问题的应答实现由机器“自动话务员”来应答和处理。传统意义上的呼叫中心,是指以电话接人为主的呼叫响应中心,为客户提供各种电话响应服务。The call center, also known as the customer service center, originated in the 1930s and initially transferred the user's call to an answering desk or an expert. Since then, with the increase of calls and answers to be transferred, an interactive voice answering system has been established, which can realize the answering and processing of some common questions of customers by the machine "automatic attendant". The call center in the traditional sense refers to a call response center mainly based on telephone reception, providing customers with various telephone response services.
目前,各大企业推出的呼叫中心系统,其呼入电话的排队派工操作是通过Freeswitch(一个电话的软交换解决方案)的callcenter(呼叫中心)模块来处理的。然而callcenter模块在一个呼叫中心系统只能启动一个实例,因而当callcenter模块本身或者callcenter模块所在的服务器发生异常时,便会导致整个呼叫中心系统呼入电话的排队派工全部失败,从而给企业造成严重影响。At present, the queuing and dispatching operation of the incoming call of the call center system launched by major enterprises is handled by the callcenter (call center) module of Freeswitch (a soft switch solution for a telephone). However, the callcenter module can only start one instance in a call center system. Therefore, when the callcenter module itself or the server where the callcenter module is located is abnormal, it will cause the entire call center system to queuing and dispatch all incoming calls, which will cause enterprises Serious impact.
所以,亟需提供一种呼叫中心的容灾方法,以降低业务风险,从而保证呼叫中心系统的稳定性和可靠性。Therefore, there is an urgent need to provide a disaster recovery method for call centers to reduce business risks, thereby ensuring the stability and reliability of the call center system.
发明内容Summary of the invention
本申请的主要目的在于提供一种呼叫中心的容灾方法、装置、设备及存储介质,旨在解决现有技术中呼叫中心系统稳定性差,可靠性低的技术问题。The main purpose of the present application is to provide a disaster recovery method, device, equipment and storage medium for a call center, aiming to solve the technical problems of poor stability and low reliability of the call center system in the prior art.
为实现上述目的,本申请提供了一种呼叫中心的容灾方法,所述方法包括以下步骤:To achieve the above purpose, the present application provides a disaster recovery method for a call center. The method includes the following steps:
启动主呼叫中心,采集主呼叫中心运行过程中产生的日志信息;Start the main call center and collect the log information generated during the operation of the main call center;
对日志信息进行实时分析,判断主呼叫中心的运行状态是否正常;Real-time analysis of the log information to determine whether the main call center's operating status is normal;
若主呼叫中心运行状态正常,则在预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将呼叫业务通过主呼叫中心的物理地址转接到主呼叫中心,第一对应关系为虚拟地址与主呼叫中心的物理地址之间的对应关系;If the operation status of the main call center is normal, when the pre-assigned virtual address receives the call service, the call service is transferred to the main call center through the physical address of the main call center according to the first correspondence, the first correspondence is virtual The correspondence between the address and the physical address of the main call center;
若主呼叫中心运行状态异常,则启动备份呼叫中心,并在虚拟地址接收到呼叫业务时,根据第二对应关系,将呼叫业务通过备份呼叫中心的物理地址转接到备份呼叫中心,第二对应关系为虚拟地址与备份呼叫中心的物理地址之间的对应关系。If the operation status of the main call center is abnormal, the backup call center is started, and when the call service is received at the virtual address, the call service is transferred to the backup call center through the physical address of the backup call center according to the second correspondence. The relationship is the correspondence between the virtual address and the physical address of the backup call center.
此外,为实现上述目的,本申请还提出一种呼叫中心的容灾装置,所述装置包括:In addition, to achieve the above purpose, the present application also proposes a disaster recovery device for a call center, the device includes:
日志信息采集模块,用于启动主呼叫中心,采集主呼叫中心运行过程中产生的日志信息;The log information collection module is used to start the main call center and collect the log information generated during the operation of the main call center;
日志信息分析模块,用于对日志信息进行实时分析,判断主呼叫中心的运行状态是否正常;The log information analysis module is used to analyze the log information in real time and determine whether the operation status of the main call center is normal;
第一呼叫业务转接模块,用于在主呼叫中心运行状态正常,预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将呼叫业务通过主呼叫中心的物理地址转接到主呼叫中心,第一对应关系为虚拟地址与主呼叫中心的物理地址之间的对应关系;The first call service transfer module is used to transfer the call service to the main call through the physical address of the main call center according to the first correspondence when the pre-assigned virtual address receives the call service when the main call center is operating normally Center, the first correspondence is the correspondence between the virtual address and the physical address of the main call center;
第二呼叫业务转接模块,用于在主呼叫中心运行状态异常时,启动备份呼叫中心,并在虚拟地址接收到呼叫业务时,根据第二对应关系,将呼叫业务通过备份呼叫中心的物理地址转接到备份呼叫中心,第二对应关系为虚拟地址与备份呼叫中心的物理地址之间的对应关系。The second call service transfer module is used to start the backup call center when the operation status of the main call center is abnormal, and when the virtual address receives the call service, according to the second correspondence, pass the call service through the physical address of the backup call center Transferred to the backup call center, the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
此外,为实现上述目的,本申请还提出一种呼叫中心的容灾设备,所述设备包括:存储器、处理器及存储在所述存储器上并可在所述处理器上运行的计算机可读存储指令,所述计算机可读指令被处理器执行时实现如上文所述的呼叫中心的容灾方法的步骤。In addition, in order to achieve the above purpose, the present application also proposes a disaster recovery device for a call center, the device includes: a memory, a processor, and a computer-readable storage stored on the memory and operable on the processor Instructions, when the computer-readable instructions are executed by the processor to implement the steps of the disaster recovery method of the call center as described above.
此外,为实现上述目的,本申请还提出一种计算机可读存储介质,所述计算机可读存储介质上存储有计算机可读指令,所述计算机可读指令被处理器执行时实现如上文所述的呼叫中心的容灾方法的步骤。In addition, in order to achieve the above object, the present application also proposes a computer-readable storage medium having computer-readable instructions stored on the computer-readable storage medium, the computer-readable instructions being executed by a processor are implemented as described above The steps of the disaster recovery method of the call center.
本实施例的呼叫中心的容灾方法、装置、设备及存储介质,在判断主呼叫中心的运行状态是否正常的时候,具体是采用软件检测的方式,即在主呼叫中心启动后,通过实时采集主呼叫中心运行过程中产生的日志信息,然后基于对日志信息的分析,确定主呼叫中心的运行状态是否正常,当确定主呼叫中心的运行状态正常时,在有呼叫业务时,则直接由主呼叫中心处理;当确定主呼叫中心的运行状态异常时,则启动备份呼叫中心,由备份呼叫中心接管主呼叫中心处理的呼叫业务,通告这种方式,不仅可以检测到部署主呼叫中心的服务器是否发生异常,还可以检测到主呼叫中心的进程和端口是否发生异常,进而保证了呼叫中心系统能够稳定且可靠的为用户处理呼叫业务。In the disaster recovery method, device, equipment and storage medium of the call center of this embodiment, when judging whether the operation state of the main call center is normal, it specifically adopts the method of software detection, that is, after the main call center is started, it is collected through real-time The log information generated during the operation of the main call center, and then based on the analysis of the log information, determine whether the operation status of the main call center is normal. When it is determined that the operation status of the main call center is normal, when there is a call service, the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center. This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
此外,本实施例的呼叫中心的容灾方法、装置、设备及存储介质,从始至终提供给用户的都是一个固定且唯一的虚拟地址,而主、备呼叫中心物理地址的切换是根据主、备呼叫中心的运行状态及预先构建的第一对应关系和第二对应关系实现的,因而切换过程用户是感知不到的,从而有效的保证了用户体验效果。In addition, the disaster recovery method, device, equipment and storage medium of the call center of this embodiment provide users with a fixed and unique virtual address from beginning to end, and the switching between the physical addresses of the main and standby call centers is based on The operation status of the main and standby call centers and the pre-built first correspondence relationship and the second correspondence relationship are realized, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
附图说明BRIEF DESCRIPTION
图1是本申请实施例方案涉及的硬件运行环境的呼叫中心的容灾设备的结构示意图;FIG. 1 is a schematic structural diagram of a disaster recovery device of a call center in a hardware operating environment according to an embodiment of the present application;
图2为本申请呼叫中心的容灾方法第一实施例的流程示意图;FIG. 2 is a schematic flowchart of a first embodiment of a disaster recovery method for a call center;
图3为本申请呼叫中心的容灾方法第二实施例的流程示意图;3 is a schematic flowchart of a second embodiment of a disaster recovery method for a call center;
图4为本申请呼叫中心的容灾装置第一实施例的结构框图。4 is a structural block diagram of a first embodiment of a disaster recovery device of a call center of the present application.
本申请目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The implementation, functional characteristics and advantages of the present application will be further described in conjunction with the embodiments and with reference to the drawings.
具体实施方式detailed description
应当理解,此处所描述的具体实施例仅用以解释本申请,并不用于限定本申请。It should be understood that the specific embodiments described herein are only used to explain the present application, and are not used to limit the present application.
参照图1,图1为本申请实施例方案涉及的硬件运行环境的呼叫中心的容灾设备结构示意图。Referring to FIG. 1, FIG. 1 is a schematic structural diagram of a disaster recovery device of a call center in a hardware operating environment according to an embodiment of the present application.
如图1所示,该呼叫中心的容灾设备可以包括:处理器1001,例如中央处理器(Central Processing Unit,CPU),通信总线1002、用户接口1003,网络接口1004,存储器1005。其中,通信总线1002用于实现这些组件之间的连接通信。用户接口1003可以包括显示屏(Display)、输入单元比如键盘(Keyboard),可选用户接口1003还可以包括标准的有线接口、无线接口。网络接口1004可选的可以包括标准的有线接口、无线接口(如无线保真(WIreless-FIdelity,WI-FI)接口)。存储器1005可以是高速的随机存取存储器(Random Access Memory,RAM)存储器,也可以是稳定的非易失性存储器(Non-Volatile Memory,NVM),例如磁盘存储器。存储器1005可选的还可以是独立于前述处理器1001的存储装置。As shown in FIG. 1, the disaster recovery equipment of the call center may include: a processor 1001, such as a central processor (Central Processing Unit, CPU), communication bus 1002, user interface 1003, network interface 1004, memory 1005. Among them, the communication bus 1002 is used to implement connection communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may further include a standard wired interface and a wireless interface. The network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (WIreless-FIdelity, WI-FI) interface). The memory 1005 may be a high-speed random access memory (Random Access Memory (RAM) memory can also be a stable non-volatile memory (Non-Volatile Memory, NVM), such as disk storage. The memory 1005 may optionally be a storage device independent of the foregoing processor 1001.
本领域技术人员可以理解,图1中示出的结构并不构成对呼叫中心的容灾设备的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件布置。Those skilled in the art may understand that the structure shown in FIG. 1 does not constitute a limitation on the disaster recovery equipment of the call center, and may include more or fewer components than those illustrated, or combine certain components, or different components Layout.
如图1所示,作为一种计算机可读存储介质的存储器1005中可以包括操作系统、网络通信模块、用户接口模块以及呼叫中心的容灾程序。As shown in FIG. 1, the memory 1005 as a computer-readable storage medium may include an operating system, a network communication module, a user interface module, and a disaster recovery program of a call center.
在图1所示的呼叫中心的容灾设备中,网络接口1004主要用于与网络服务器进行数据通信;用户接口1003主要用于与用户进行数据交互;本申请呼叫中心的容灾设备中的处理器1001、存储器1005可以设置在呼叫中心的容灾设备中,呼叫中心的容灾设备通过处理器1001调用存储器1005中存储的呼叫中心的容灾程序,并执行本申请实施例提供的呼叫中心的容灾方法。In the disaster recovery equipment of the call center shown in FIG. 1, the network interface 1004 is mainly used for data communication with the network server; the user interface 1003 is mainly used for data interaction with the user; the processing in the disaster recovery equipment of the call center of this application The device 1001 and the memory 1005 may be provided in the disaster recovery device of the call center. The disaster recovery device of the call center calls the disaster recovery program of the call center stored in the memory 1005 through the processor 1001 and executes the call center provided in the embodiment of the present application. Disaster recovery methods.
本申请实施例提供了一种呼叫中心的容灾方法,参照图2,图2为本申请一种呼叫中心的容灾方法第一实施例的流程示意图。An embodiment of the present application provides a disaster recovery method for a call center. Referring to FIG. 2, FIG. 2 is a schematic flowchart of a first embodiment of a disaster recovery method for a call center according to the application.
本实施例中,呼叫中心的容灾方法包括以下步骤:In this embodiment, the disaster recovery method of the call center includes the following steps:
步骤S10,启动主呼叫中心,采集主呼叫中心运行过程中产生的日志信息。In step S10, the main call center is started to collect log information generated during the operation of the main call center.
具体的说,本实施例提供的呼叫中心的容灾方法主要是应用于预先搭建的呼叫中心系统,在实际应用中,呼叫中心系统大致包括部署有主呼叫中心的服务器、部署有备份呼叫中心的服务器以及分别用于控制主呼叫中心的交换机,和用于控制备份呼叫中心的交换机。Specifically, the disaster recovery method of the call center provided in this embodiment is mainly applied to the pre-built call center system. In practical applications, the call center system generally includes a server with a main call center and a backup call center. The server and the switch used to control the main call center and the switch used to control the backup call center respectively.
相应地,上述步骤S10中所说的启动呼叫中心的操作,具体是由与部署有主呼叫中心的访问通信连接,用于控制主呼叫中心的交换机执行的。Correspondingly, the operation of starting the call center mentioned in the above step S10 is specifically executed by the exchange for controlling the main call center connected to the access communication where the main call center is deployed.
此外,本实施例中所说的交换机,具体为基于虚拟路由冗余协议的交换机,在实际应用中,可以选用Keepalived软件代替。In addition, the switch mentioned in this embodiment is specifically a switch based on a virtual routing redundancy protocol. In practical applications, Keepalived software may be used instead.
所谓,Keepalived是一个类似于layer3, 4 & 5交换机制的软件,也就是我们平时说的第3层、第4层和第5层交换。其作用主要是检测服务器的状态,并且整个检测过程是自动完成,不需要人工干涉的。The so-called Keepalived is similar to layer3, 4 & The software of the 5 exchange mechanism, which is what we usually say about layer 3, layer 4 and layer 5 switching. Its role is mainly to detect the status of the server, and the entire detection process is automatically completed without human intervention.
为了便于理解,以下举例说明:For ease of understanding, the following examples illustrate:
比如说,在使用Keepalived检测服务器的状态时,如果有一台服务器宕机,或工作出现故障,Keepalived将检测到,并将有故障的服务器从系统中剔除,同时使用其他服务器代替该服务器的工作,当被剔除的服务器工作正常后,Keepalived又会自动将该服务器加入到服务器群中,并且这些工作全部自动完成,不需要人工干涉,需要人工做的只是修复故障的服务器。For example, when using Keepalived to detect the status of a server, if a server goes down or the work fails, Keepalived will detect and remove the faulty server from the system, and use other servers to replace the work of the server. When the removed server works normally, Keepalived will automatically add the server to the server group, and all these tasks are automatically completed without manual intervention. All that is required is to repair the failed server.
此外,值得一提的是,在实际应用中,执行启动主呼叫中心的步骤之前,需要确定主呼叫中心和备份呼叫中心。关于,确定主呼叫中心和备份呼叫中心的操作,大致可以如下:首先,根据呼叫中心业务需求,搭建第一呼叫中心和第二呼叫中心。然后,将第一呼叫中心和第二呼叫中心的任意一个指定为主呼叫中心,另一个指定为备份呼叫中心。In addition, it is worth mentioning that in actual applications, before performing the steps of starting the main call center, the main call center and the backup call center need to be determined. Regarding, the operations for determining the main call center and the backup call center can be roughly as follows: First, according to the service requirements of the call center, build a first call center and a second call center. Then, any one of the first call center and the second call center is designated as the main call center, and the other is designated as the backup call center.
为了便于理解,本实施例给出一种确定主呼叫中心和备份呼叫中心的具体实现方式,大致如下:For ease of understanding, this embodiment provides a specific implementation manner for determining the main call center and the backup call center, which are roughly as follows:
(1)根据预设的监控指标,分时段采集第一呼叫中心提供的第一监控指标数据和第二呼叫中心提供的第二监控指标数据。(1) According to the preset monitoring indicators, collect the first monitoring indicator data provided by the first call center and the second monitoring indicator data provided by the second call center in time intervals.
具体的说,上述所说的监控指标,可以是指定网络链路中传输的数据流量、地址解析协议(Address Resolution Protocol,ARP)、介质访问控制(Media Access Control或者Medium Access Control,MAC)地址等常见网络指标,以便根据这些网络指标确定第一呼叫中心和第二呼叫中心的网络状态是否稳定,并发处理能力是否良好。在实际应用中,监控指标的选取可以由本领域的技术人员根据需要设置,本案对此不做限制。Specifically, the monitoring indicators mentioned above may be specified data traffic and address resolution protocol (Address Resolution Protocol (ARP), media access control (Media Access Control or Medium Access Control, MAC) address and other common network indicators, so as to determine whether the network status of the first call center and the second call center is stable and whether the concurrent processing capability is good according to these network indexes. In practical applications, the selection of monitoring indicators can be set by those skilled in the art as needed, and this case does not limit this.
相应地,上述所说的第一监控指标数据,便是第一呼叫中心在运行过程中产生的与监控指标对应的数据;第二监控指标数据,便是第二呼叫中心在运行过程中产生的与监控指标对应的数据。Correspondingly, the above-mentioned first monitoring index data is the data corresponding to the monitoring index generated during the operation of the first call center; the second monitoring index data is the data generated during the operation of the second call center Data corresponding to monitoring indicators.
为了便于理解本实施例中所说的网络指标数据所表示的含义,以下举例说明:如果监控指标为ARP,则第一监控指标数据即为第一呼叫中心在运行过程中提供的ARP数量,第二监控指标数据即为第二呼叫中心在运行过程中提供的ARP数量;如果监控指标为MAC地址,则第一监控指标数据即为第一呼叫中心在运行过程中MAC地址的漂移情况,第二监控指标数据即为第二呼叫中心在运行过程中MAC地址的漂移情况。In order to facilitate understanding of the meaning of the network index data in this embodiment, the following examples illustrate: If the monitoring index is ARP, the first monitoring index data is the number of ARP provided by the first call center during operation. The second monitoring indicator data is the number of ARPs provided by the second call center during operation; if the monitoring indicator is a MAC address, the first monitoring indicator data is the MAC address drift of the first call center during operation, the second The monitoring index data is the MAC address drift during the operation of the second call center.
通过上述描述不难发现,本实例中在从第一呼叫中心和第二呼叫中心采集预设的监控指标对应的第一监控指标数据和第二监控指标数据时,具体是分时段采集的,从而可以使得后续的分析是针对一个周期内监控指标对应的监控指标数据的变化情况进行分析,而并非仅仅对某一时间点的情况进行分析。因此,可以有效的排除瞬时异常的情况,尽可能的保证确定的主呼叫中心和备份呼叫中心的合理性。It is not difficult to find from the above description that, in this example, when the first monitoring indicator data and the second monitoring indicator data corresponding to the preset monitoring indicators are collected from the first call center and the second call center, they are collected in specific time periods, thus It can make the subsequent analysis analyze the change of the monitoring index data corresponding to the monitoring index within a period, rather than just analyzing the situation at a certain point in time. Therefore, it is possible to effectively eliminate the transient anomalies and ensure the rationality of the determined main call center and backup call center as much as possible.
(2)分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到第一呼叫中心对应的监控指标变化率和第二呼叫中心对应的监控指标变化率。(2) Analyze the first monitoring indicator data in each period and the second monitoring indicator data in each period respectively to obtain the monitoring indicator change rate corresponding to the first call center and the monitoring indicator change rate corresponding to the second call center.
具体的说,在实际应用中,为了方便对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,以便快速准确的获得第一呼叫中心的监控指标变化率和第二呼叫中心的监控指标变化率,可以基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到第一呼叫中心对应的监控指标变化率和第二呼叫中心对应的监控指标变化率。Specifically, in practical applications, in order to facilitate the analysis of the first monitoring indicator data in each period and the second monitoring indicator data in each period, in order to quickly and accurately obtain the monitoring indicator change rate of the first call center and the second call The change rate of the monitoring index of the center can be analyzed based on the preset analysis model to analyze the first monitoring index data of each period and the second monitoring index data of each period respectively to obtain the monitoring index change rate and the corresponding number of the first call center 2. The rate of change of monitoring indicators corresponding to the call center.
关于,构建分析模型的方式,在实际应用中可以基于深度机器学习法进行构建。具体的说,本实施例中所说的深度学习法具体是采用无监督学习方式(如深度置信网(Deep Belief Nets,DBNs))和有监督学习方式(如卷积神经网络(Convolutional neural networks,CNNs))相结合的方式,来构建分析模型。Regarding, the method of constructing the analysis model can be constructed based on the deep machine learning method in practical applications. Specifically, the deep learning method described in this embodiment specifically adopts an unsupervised learning method (such as Deep Trust Network (Deep Belief Nets (DBNs)) and supervised learning methods (such as Convolutional neural network networks, CNNs)) to build analytical models.
为了便于理解,以下针对基于深度机器学习法,构建分析模型的操作具体简要说明,具体步骤如下:For easy understanding, the following is a brief description of the operation of building an analysis model based on deep machine learning methods. The specific steps are as follows:
(2-1),根据样本数据构建第一训练模型。(2-1) Construct the first training model based on the sample data.
具体的说,构建的第一训练模型具体包括一个输入层、一个输出层和多个隐藏层。并且,多个隐藏层均位于输入层和输出层之间,各层之间采用全连接。Specifically, the constructed first training model specifically includes an input layer, an output layer, and multiple hidden layers. In addition, multiple hidden layers are located between the input layer and the output layer, and all layers are fully connected.
此外,为了保证训练结果的准确性,还可以在每层之前加入一个滤波器,用于滤出样本数据中的干扰信息。In addition, in order to ensure the accuracy of the training results, a filter can be added before each layer to filter out the interference information in the sample data.
此外,应当理解的是,本实施例中在构建第一训练模型时用到的样本数据,具体可以为各大数据平台中存储的海量数据,因而可以保证构建出的第一训练模型能够更好的刻好出数据的丰富内在信息和特征,使得基于第一训练模型训练出的分析模型能够更好的预测出监控指标对应的变化率。In addition, it should be understood that the sample data used when constructing the first training model in this embodiment may specifically be the massive data stored in the major data platforms, thus ensuring that the constructed first training model can be better The rich intrinsic information and features of the data are carved out so that the analysis model trained based on the first training model can better predict the rate of change corresponding to the monitoring index.
(2-2)根据预设的分层标准,将第一训练模型中各隐藏层的初始网络层拆分为至少两个子网络层。(2-2) According to the preset layering standard, split the initial network layer of each hidden layer in the first training model into at least two sub-network layers.
具体的说,上述所说的分层标准,具体用于规定将初始网络层拆分为至少两个多大尺寸的子网络层。比如说,在初始网络层的尺寸为的卷积核时,分层标准可以是规定将尺寸为的卷积核拆分为两个的卷积核。这样,在执行后续的步骤(2-3)和步骤(2-4)时,通过对初始网络层拆分后的第一训练模型来进行训练,便可以增加训练模型的网络深度,从而使得后续训练出的分析模型能够根据精准的预测出监控指标对应的变化率。Specifically, the above-mentioned layering standards are specifically used to specify how to split the initial network layer into at least two sub-network layers of large size. For example, when the size of the initial network layer is a convolution kernel of size, the layering criterion may be that the convolution kernel of size is divided into two convolution kernels. In this way, when the subsequent steps (2-3) and (2-4) are performed, the first training model after splitting the initial network layer is used for training, the network depth of the training model can be increased, so that the subsequent The trained analysis model can accurately predict the rate of change corresponding to the monitoring index.
(2-3)采用自下上升的非监督训练方式,以与第一训练模型中输入层相连的隐藏层为起点,与第一训练模型中输出层相连的隐藏层为终点,依次对第一训练模型中各隐藏层中的子网络层进行训练,得到第二训练模型。(2-3) Use the unsupervised training method that rises from the bottom, starting with the hidden layer connected to the input layer in the first training model, and ending with the hidden layer connected to the output layer in the first training model. The sub-network layer in each hidden layer in the training model is trained to obtain the second training model.
具体的说,由于在实际应用中,构建第一训练模型的数据可以是由标定的数据,也可以是无标定的数据。而针对不同的训练数据构建的第一训练模型的训练方式也会有所不同,为了便于理解,以下以训练数据为无标定数据为例,进行具体说明。具体的,在采用自下上升的非监督训练方式,对第一训练模型中各隐藏层中的子网络层进行训练时,需要先训练第一层(与输入层连接的隐藏层),学习第一层的参数。然后,在学习得到第一层的参数后,将第一层的输出作为第二层的输入,依次类推,在学习得到第n-1层后,将n-1层的输出作为第n层的输入,训练第n层,由此分别得到各层的参数。由于第一训练模型容量的限制以及稀疏性约束,因此在训练过程中能够学习到数据本身的结构,从而得到比输入更具有表示能力特征的第二训练模型。Specifically, in practical applications, the data for constructing the first training model may be calibrated data or uncalibrated data. The training method of the first training model constructed for different training data will also be different. For ease of understanding, the following uses the training data as uncalibrated data as an example for specific description. Specifically, when using the unsupervised training method that rises from the bottom to train the sub-network layer in each hidden layer in the first training model, you need to train the first layer (the hidden layer connected to the input layer) first, and learn the first The parameters of the first layer. Then, after learning the parameters of the first layer, the output of the first layer is used as the input of the second layer, and so on. After learning the n-1 layer, the output of the n-1 layer is taken as the n-th layer. Input, train the nth layer, and get the parameters of each layer. Due to the limitation of the capacity of the first training model and the sparseness constraint, the structure of the data itself can be learned during the training process, thereby obtaining a second training model that has more representative characteristics than the input.
(2-4)采用自顶向下的监督训练方式,以与第二训练模型中输出层相连的隐藏层为起点,与第二训练模型中输入层相连的隐藏层为终点,依次对第二训练模型中各隐藏层中的子网络层进行训练,得到分析模型。(2-4) A top-down supervised training method is used, starting with the hidden layer connected to the output layer in the second training model, and the hidden layer connected to the input layer in the second training model as the end point. The sub-network layer in each hidden layer in the training model is trained to obtain an analysis model.
具体的说,通过采用自顶向下的监督训练方式对步骤(2-3)中训练获得的第二训练模型中各层进行训练,使得误差自顶向下传输,从而达到了对整个网络的微调,进而得到能够得到效果更好的分析模型。Specifically, the top-down supervised training method is used to train each layer in the second training model obtained in step (2-3), so that the error is transmitted from top to bottom, thereby reaching the entire network. Fine-tune, and then get an analysis model that can get better results.
(3)根据预设的主呼叫中心选取规则,将监控指标变化率符合主呼叫中心选取规则的第一呼叫中心指定为主呼叫中心,第二呼叫中心指定为备份呼叫中心;或者,将监控指标变化率符合主呼叫中心选取规则的第二呼叫中心指定为主呼叫中心,将第一呼叫中心指定为备份呼叫中心。(3) According to the preset main call center selection rules, the first call center whose monitoring index change rate meets the main call center selection rules is designated as the main call center, and the second call center is designated as the backup call center; or, the monitoring indicators The second call center whose change rate meets the selection rules of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
具体的说,在实际应用中,主呼叫中心选取规则中可以规定选取网络状态稳定,并发处理能力好的呼叫中心作为主呼叫中心。Specifically, in practical applications, the main call center selection rule may stipulate that a call center with stable network status and good concurrent processing capability is selected as the main call center.
相应地,在选取主呼叫中心的时候,则可以通过比较第一呼叫中心的监控指标变化率和第二呼叫中心的监控指标变化率,从中筛选出符合主呼叫中心选取规则的呼叫中心作为主呼叫中心,另一个作为备份呼叫中心。Correspondingly, when selecting the main call center, by comparing the change rate of the monitoring index of the first call center and the change rate of the monitoring index of the second call center, a call center that meets the selection rules of the main call center is selected as the main call Center, the other as a backup call center.
比如说,在第一呼叫中心的监控指标变化率符合主呼叫中心选取规则,则将第一呼叫中心指定为主呼叫中心,第二呼叫中心指定为备份呼叫中心;还比如说,第二呼叫中心的监控指标变化率符合主呼叫中心选取规则,则将第二呼叫中心指定为主呼叫中心,第一呼叫中心指定为备份呼叫中心。For example, if the monitoring index change rate in the first call center meets the selection rules of the main call center, the first call center is designated as the main call center, and the second call center is designated as the backup call center; for example, the second call center The rate of change of the monitoring index meets the selection rules of the main call center, and the second call center is designated as the main call center, and the first call center is designated as the backup call center.
此外,应当理解的是,上述所说的“第一呼叫中心”中的“第一”仅仅是用于区别该呼叫中心与其他呼叫中心,并不对呼叫中心本身造成限定,且该第一呼叫中心可以为呼叫中心系统中的任意一个呼叫中心。相应地,“第二呼叫中心”中的“第二”仅仅是用于区别该呼叫中心与其他呼叫中心,并不对呼叫中心本身造成限定,且该第二呼叫中心可以为呼叫中心系统中除第一呼叫中心之外的任意一个呼叫中心。此外,不论是第一呼叫中心,还是第二呼叫中心,在实际应用中都是部署于服务器上的,因而在指定其中的一个为主呼叫中心,另一个为备份呼叫中心时,它们各自对应的服务器便可以称之为主服务器和备份服务器。In addition, it should be understood that the "first" in the above-mentioned "first call center" is only used to distinguish the call center from other call centers, and does not limit the call center itself, and the first call center It can be any call center in the call center system. Correspondingly, the "second" in the "second call center" is only used to distinguish the call center from other call centers, and does not limit the call center itself, and the second call center can be used in the call center system. Any call center other than a call center. In addition, both the first call center and the second call center are deployed on the server in practical applications. Therefore, when one of them is designated as the main call center and the other is the backup call center, their respective The server can be called the main server and the backup server.
步骤S20,对日志信息进行实时分析,判断主呼叫中心的运行状态是否正常。Step S20: Perform real-time analysis on the log information to determine whether the operation status of the main call center is normal.
具体的说,本实施例中所说的日志信息主要包括主呼叫中心各端口和进程产生的数据信息,以及部署主呼叫中心的服务器运行过程中产生的各种数据信息。Specifically, the log information mentioned in this embodiment mainly includes data information generated by each port and process of the main call center, and various data information generated during the operation of the server deploying the main call center.
因而,通过对采集到的日志信息进行分析,不仅可以实现对主呼叫中心各端口和进程的运行状态的检测,还可以实现对部署主呼叫中心的服务器的检测。Therefore, by analyzing the collected log information, not only can the running status of each port and process of the main call center be detected, but also the server where the main call center is deployed can be detected.
相应地,通过分析判断,若检测到主呼叫中心运行状态正常(主呼叫中心和部署主呼叫中心的服务器均正常),则执行步骤30中的操作;若检测到主呼叫中心运行状态异常(主呼叫中心和/或部署主呼叫中心的服务器发生异常),则执行步骤S40中的操作。Correspondingly, through analysis and judgment, if it is detected that the main call center is operating normally (both the main call center and the server where the main call center is deployed), then the operation in step 30 is performed; if the main call center is detected to be abnormal (main If the call center and/or the server deploying the main call center is abnormal), the operation in step S40 is performed.
步骤S30,在预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将呼叫业务通过主呼叫中心的物理地址转接到主呼叫中心。Step S30: When the pre-allocated virtual address receives the call service, the call service is transferred to the main call center through the physical address of the main call center according to the first correspondence.
具体的说,上述所说的虚拟地址,具体是指Virtual IP Address,即通常所说的虚拟IP,简称VIP。它是一个不与特定计算机或一个计算机中的网络接口卡(NIC)相连的IP地址。Specifically, the virtual address mentioned above specifically refers to Virtual IP Address, commonly known as virtual IP, or VIP for short. It is an IP address that is not connected to a specific computer or a network interface card (NIC) in a computer.
相应地,物理地址,即通常所说的网络之间互连的协议(Internet Protocol,IP),本案中用于表明主呼叫中心的IP即为其真实的物理IP。Correspondingly, the physical address, the so-called interconnection protocol between the networks (Internet Protocol, IP). In this case, the IP used to indicate the main call center is its real physical IP.
需要说明的是,在实际应用中,VIP是分配给用户访问的,用户在访问过程中产生的数据包被发送到这个VIP地址后,再由VIP转接给真实的物理IP,即上述所说的根据第一对应关系,将呼叫业务通过主呼叫中心的物理地址转接到主呼叫中心,以使主呼叫中心对呼叫业务进行处理。It should be noted that in practical applications, the VIP is allocated to the user for access. After the data packet generated by the user during the access process is sent to this VIP address, the VIP is transferred to the real physical IP, which is described above According to the first correspondence, the call service is transferred to the main call center through the physical address of the main call center, so that the main call center processes the call service.
此外,值得一提的是,上述所说的第一对应关系,具体为虚拟地址与主呼叫中心的物理地址之间的对应关系。In addition, it is worth mentioning that the first correspondence mentioned above is specifically the correspondence between the virtual address and the physical address of the main call center.
步骤S40,启动备份呼叫中心,并在虚拟地址接收到呼叫业务时,根据第二对应关系,将呼叫业务通过备份呼叫中心的物理地址转接到备份呼叫中心。In step S40, the backup call center is started, and when the call service is received at the virtual address, the call service is transferred to the backup call center through the physical address of the backup call center according to the second correspondence.
具体的说,在实际应用中,当确定主呼叫中心的运行状态存在异常时,用于控制主呼叫中心的Keepalived会通知用于控制备份呼叫中心的Keepalived,此时执行主体切换为控制备份呼叫中心的Keepalived,由控制备份呼叫中心的Keepalived启动备份呼叫中心,即启动备份呼叫中心中的callcenter模块,使备份呼叫中心进入工作状态,从而可以在虚拟地址接收到呼叫业务时,由控制备份呼叫中心的Keepalived根据第二对应关系,将呼叫业务通过备份呼叫中心的物理地址转接到备份呼叫中心,使备份呼叫中心能够对呼叫业务进行处理操作。Specifically, in practical applications, when it is determined that the operation status of the main call center is abnormal, Keepalived, which is used to control the main call center, will notify Keepalived, which is used to control the backup call center, and the execution subject is switched to control the backup call center. Keepalived, the backup call center is started by Keepalived, which controls the backup call center, that is, the callcenter module in the backup call center is started, so that the backup call center enters the working state, so that when the call service is received at the virtual address, the backup call center can be controlled Keepalived transfers the call service to the backup call center through the physical address of the backup call center according to the second correspondence, so that the backup call center can process the call service.
此外,为了便于理解上述切换方式,以下进行举例说明:In addition, in order to facilitate the understanding of the above switching method, the following is an example:
比如说,部署主呼叫中心的服务器的物理IP是:10.37.255.1,部署备份呼叫中心的备份服务器的物理IP是:10.37.255.2,预先分配的VIP是:10.37.255.3,正常情况下VIP:10.37.255.3是与主呼叫中心对应的物理IP:10.37.255.1绑定的,所以用户访问10.37.255.3的时候,其实是在访问10.37.255.1,当主呼叫中心,或者部署主呼叫中心的服务器出现异常时,VIP会自动切换到备份呼叫中心对应的物理IP:10.37.255.2上,这时用户访问10.37.255.3时,实际上访问的是10.37.255.2。但是,对应用户来讲,物理IP的切换是无感的,整个访问过程,用户都只需要访问10.37.255.3就可以。For example, the physical IP of the server deploying the main call center is: 10.37.255.1, the physical IP of the backup server deploying the backup call center is: 10.37.255.2, the pre-assigned VIP is: 10.37.255.3, and the VIP under normal circumstances: 10.37 .255.3 is bound to the physical IP of the main call center: 10.37.255.1, so when users visit 10.37.255.3, they are actually accessing 10.37.255.1. When the main call center or the server where the main call center is deployed is abnormal , VIP will automatically switch to the physical IP corresponding to the backup call center: 10.37.255.2, when the user accesses 10.37.255.3, actually accesses 10.37.255.2. However, corresponding to users, the switch of physical IP is insensitive, and users only need to access 10.37.255.3 during the entire access process.
通过上述描述不难发现,本实施例中提供的呼叫中心的容灾方法,在判断主呼叫中心的运行状态是否正常的时候,采用软件检测的方式,即在主呼叫中心启动后,通过实时采集主呼叫中心运行过程中产生的日志信息,然后基于对日志信息的分析,确定主呼叫中心的运行状态是否正常,当确定主呼叫中心的运行状态正常时,在有呼叫业务时,则直接由主呼叫中心处理;当确定主呼叫中心的运行状态异常时,则启动备份呼叫中心,由备份呼叫中心接管主呼叫中心处理的呼叫业务,通告这种方式,不仅可以检测到部署主呼叫中心的服务器是否发生异常,还可以检测到主呼叫中心的进程和端口是否发生异常,进而保证了呼叫中心系统能够稳定且可靠的为用户处理呼叫业务。It is not difficult to find from the above description that the disaster recovery method of the call center provided in this embodiment adopts the software detection method when judging whether the operation state of the main call center is normal, that is, after the main call center is started, it is collected in real time The log information generated during the operation of the main call center, and then based on the analysis of the log information, determine whether the operation status of the main call center is normal. When it is determined that the operation status of the main call center is normal, when there is a call service, the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center. This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
此外,本实施例中提供的呼叫中心的容灾方法,从始至终提供给用户的都是一个固定且唯一的虚拟地址,而主、备呼叫中心物理地址的切换是根据主、备呼叫中心的运行状态及预先构建的第一对应关系和第二对应关系实现的,因而切换过程用户是感知不到的,从而有效的保证了用户体验效果。In addition, in the disaster recovery method of the call center provided in this embodiment, a fixed and unique virtual address is provided to the user from beginning to end, and the physical address switching between the main and backup call centers is based on the main and backup call centers. Is implemented in the running state and the pre-built first correspondence relationship and the second correspondence relationship, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
此外,值得一提的是,在实际应用中,为了保障呼叫中心系统产生的信息的安全性,在部署第一呼叫中心和第二呼叫中心的时候,还可以在部署第一呼叫中心的服务器和部署第二呼叫中心的服务器中分别开辟一个基于区块链的数据存储区域,或者单独部署几台服务器用于存储呼叫中心系统产生的信息。In addition, it is worth mentioning that in practical applications, in order to ensure the security of the information generated by the call center system, when the first call center and the second call center are deployed, the server and the first call center can also be deployed. Deploy a second blockchain-based data storage area in the server where the second call center is deployed, or deploy several servers separately to store the information generated by the call center system.
关于基于区块链的数据存储区域的创建,大致如下:根据呼叫中心系统支持的呼叫业务建立数个区块,依次连接数个区块形成一条区块链。相应地,在向区块链中添加待存储的信息的操作,大致如下:The creation of the data storage area based on the blockchain is roughly as follows: according to the call service supported by the call center system, several blocks are established, and several blocks are connected in sequence to form a blockchain. Correspondingly, the operation of adding the information to be stored to the blockchain is roughly as follows:
(1)在将接收到的呼叫业务转接到对应呼叫中心后,实时获取处理呼叫业务过程中产生的业务数据;(2)根据预设的转换规则,对业务数据进行数据转换处理,得到待加密字符串;(3)根据呼叫业务,确定存储业务数据的区块,并获取区块的区块编号;(4)根据预先建立的映射关系表,确定区块的原始密钥,映射关系表为区块编号与原始密钥之间的对应关系;(5)获取原始密钥的原始密钥向量,采用同态加密算法对原始密钥向量进行加密获得同态加密向量;(6)采用哈希密钥算法对同态密钥向量中的随机数进行加密获得哈希结果;(7)采用对称加密算法对同态加密向量中的密文数据进行加密获得对称加密结果;(8)对哈希结果和对称加密结果进行异或运算,生成目标密钥;(9)利用目标密钥对待加密字符串进行加密,得到业务数据对应的密文数据,并将密文数据存储到区块中。(1) After transferring the received call service to the corresponding call center, obtain the service data generated in the process of processing the call service in real time; (2) Perform data conversion processing on the service data according to the preset conversion rules to obtain the pending Encrypted character string; (3) According to the call service, determine the block that stores the business data, and obtain the block number of the block; (4) According to the pre-established mapping relationship table, determine the original key of the block, mapping relationship table Correspondence between the block number and the original key; (5) Obtain the original key vector of the original key, use the homomorphic encryption algorithm to encrypt the original key vector to obtain the homomorphic encryption vector; (6) Use Ha The Greek key algorithm encrypts the random number in the homomorphic key vector to obtain the hash result; (7) uses the symmetric encryption algorithm to encrypt the ciphertext data in the homomorphic encryption vector to obtain the symmetric encryption result; (8) Kazakhstan The XOR result and the symmetric encryption result are XORed to generate the target key; (9) The target key is used to encrypt the encrypted character string to obtain the ciphertext data corresponding to the business data, and the ciphertext data is stored in the block.
关于上述所说的预设的转换规则,在实际应用中可以是二进制转换规则。Regarding the above-mentioned preset conversion rule, in practical applications, it may be a binary conversion rule.
相应地,对业务数据进行数据转换处理操作后得到的待加密字符串便是仅有0和1组成的二进制字符串。Correspondingly, the character string to be encrypted after the data conversion processing operation on the business data is a binary character string composed of only 0 and 1.
需要说明的是,本实施例中之所以将业务数据转换为二进制格式,是为了方便后续处理,并且避免由于数据格式不统一导致加密后的信息发生异常。It should be noted that the reason why the business data is converted into a binary format in this embodiment is to facilitate subsequent processing, and to avoid abnormality in the encrypted information due to inconsistent data formats.
此外,上述所说的区块编号,具体为技术人员在根据呼叫中心系统支持的呼叫业务创建区块时,为区块分配的用于标识区块唯一性的标识号。此外,在实际应用中,为了保证原始密钥的唯一性和安全性,原始密钥可以根据从数字中心申请到的具有唯一性的数字证书生成。比如说,在生成任一区块的原始密钥时,可以先获取区块对应的数字证书,然后将数字证书中的字符根据预设规则进行排列组合,进而得到区块的原始密钥。此外,在实际应用中,为了进一步提升业务数据的安全性,在根据预设转换规则,对业务数据进行数据转换操作之前,还可以根据预设规则,对业务数据中的字符进行排列组合,然后在根据预设转换规则,对排列组合后的业务数据进行数据转换操作。In addition, the block number mentioned above is specifically an identification number assigned to the block by the technician when the block is created according to the call service supported by the call center system. In addition, in practical applications, in order to ensure the uniqueness and security of the original key, the original key can be generated according to the unique digital certificate applied for from the digital center. For example, when generating the original key of any block, you can first obtain the digital certificate corresponding to the block, and then arrange and combine the characters in the digital certificate according to the preset rules to obtain the original key of the block. In addition, in practical applications, in order to further improve the security of business data, before performing data conversion operations on the business data according to the preset conversion rules, the characters in the business data can also be arranged and combined according to the preset rules, and then In accordance with preset conversion rules, perform data conversion operations on the arranged and combined business data.
参考图3,图3为本申请一种呼叫中心的容灾方法第二实施例的流程示意图。本实施例提供的呼叫中心的容灾方法,在第一实施例的基础上做了进一步改进,具体改进之处为:在确定主呼叫中心的运行状态异常,启动备份呼叫中心之后,继续监控主呼叫中心的运行状态,并在监控到主呼叫中心的运行状态恢复正常时,虚拟地址漂移会主呼叫中心的物理地址前,先停止备份呼叫中心的运行。为了便于理解,以下结合图3进行具体说明:Referring to FIG. 3, FIG. 3 is a schematic flowchart of a second embodiment of a disaster recovery method for a call center of the present application. The disaster recovery method of the call center provided in this embodiment is further improved on the basis of the first embodiment. The specific improvement is that after determining that the operation status of the main call center is abnormal and starting the backup call center, the monitoring of the main The operation status of the call center, and when the operation status of the main call center is restored to normal, the virtual address drift will stop the operation of the backup call center before the physical address of the main call center. For ease of understanding, the following is a detailed description with reference to FIG. 3:
步骤S50,启动备份呼叫中心,并监控主呼叫中心的运行状态是否恢复正常。Step S50, start the backup call center, and monitor whether the running status of the main call center returns to normal.
具体的说,由于启动备份呼叫中心后,执行主体已经更换为了用于控制备份呼叫中心的Keepalived,因而对主呼叫中心的运行状态的监控,具体可以是由控制备份呼叫中心的Keepalived从控制主呼叫中心的Keepalived获取主呼叫中心当前时刻的日志信息,然后对获取到的日志信息进行分析处理,进而确定主呼叫中心的运行状态是否恢复正常。Specifically, since the backup call center is started, the executive body has been replaced by Keepalived for controlling the backup call center, so the monitoring of the operation status of the main call center may be specifically controlled by the Keepalived slave controlling the main call of the backup call center. The center's Keepalived obtains the log information of the main call center at the current moment, and then analyzes the obtained log information to determine whether the operation status of the main call center has returned to normal.
相应地,获取到的主呼叫中心的日志信息,同样可以包括主呼叫中心各端口和线程的日志信息,以及部署主呼叫中心的服务器的日志信息。Accordingly, the obtained log information of the main call center may also include log information of each port and thread of the main call center, and log information of the server where the main call center is deployed.
步骤S60,若主呼叫中心的运行状态恢复正常,则向备份呼叫中心发送停止运行指令,以使备份呼叫中心停止运行,并在备份呼叫中心停止运行后,重启主呼叫中心。In step S60, if the running state of the main call center returns to normal, a stop operation instruction is sent to the backup call center to stop the backup call center, and after the backup call center stops running, the main call center is restarted.
具体的说,为了避免虚拟地址在主呼叫中心和备份呼叫中心之间来回切换形成“脑裂”,在检测到主呼叫中心的运行状态恢复正常后,本实施例给出的呼叫中心的容灾方法,具体是先由控制备份呼叫中心的Keepalived向备份呼叫中心发送停止运行指令,以使备份呼叫中心上自定义的停止脚本根据停止运行指令,关闭备份呼叫中心的callcenter模块和ESL应用。同时,在上述模块和应用关闭后,控制备份呼叫中心的Keepalived会重启,进入待机状态,此时执行主体切换为控制主呼叫中心的Keepalived,由控制主呼叫中心的Keepalived重启主呼叫中心,以使后续的呼叫业务能够转接到主呼叫中心进行处理。Specifically, in order to prevent the virtual address from switching back and forth between the main call center and the backup call center to form a "brain split", after detecting that the operation state of the main call center returns to normal, the disaster recovery of the call center given in this embodiment The method is to first send the stop call instruction to the backup call center by Keepalived, which controls the backup call center, so that the custom stop script on the backup call center closes the call center module and ESL application of the backup call center according to the stop operation instruction. At the same time, after the above modules and applications are closed, Keepalived, which controls the backup call center, will restart and enter the standby state. At this time, the executive body switches to Keepalived, which controls the main call center, and Keepalived, which controls the main call center, restarts the main call center, so that Subsequent call services can be transferred to the main call center for processing.
需要说明的是,本实施例中所说的“脑裂”,具体是指在主呼叫中心和备份呼叫中心两者之间进行切换时,由于切换不彻底或其他原因,导致客户端和Slave(从设备)误以为出现两个active master(主机),最终使得整个集群处于混乱状态。而ESL,具体是Freeswitch提供的一个接口,全称是event-sodket-library,在实际应用中通常被理解为电话事件处理组件。通过ESL接口,Freeswitch实现接受外部的控制,将FreeSwitch发出的消息事件进行过滤、并封装成DTO(数据传输对象),具体使用就是通过ESL获取坐席的软电话状态,坐席外呼或呼入的时候实现电话条翻转,标识当前坐席的状态,比如示忙,通话中,空闲等。It should be noted that the "brain split" mentioned in this embodiment refers specifically to the switch between the main call center and the backup call center. As a result of incomplete switching or other reasons, the client and the slave ( Slave) mistakenly thought that two active The master (host) eventually leaves the entire cluster in a chaotic state. And ESL, specifically an interface provided by Freeswitch, the full name is event-sodket-library, in practical applications is usually understood as a telephone event processing component. Through the ESL interface, Freeswitch realizes external control, filters the message events sent by FreeSwitch, and encapsulates it into DTO (data transmission object). The specific use is to obtain the soft phone status of the agent through ESL. When the agent calls out or incoming The phone bar is flipped to identify the current state of the agent, such as busy, busy, idle, etc.
通过上述描述不难发现,本实施例中提供的呼叫中心的容灾方法,在检测到主呼叫中心的运行状态恢复正常后,虚拟地址并非直接漂移回主呼叫中心,而是先向备份呼叫中心发送停止运行指令,在备份呼叫中心根据停止运行指令停止运行后,才重启主呼叫中心,使虚拟地址漂移回主呼叫中心,通过这种切换方式有效防止了虚拟地址来回切换形成的脑裂,从而保证了后续呼叫业务的正常处理。It is not difficult to find from the above description that after the disaster recovery method of the call center provided in this embodiment detects that the operation status of the main call center returns to normal, the virtual address does not directly drift back to the main call center, but first to the backup call center Send a stop operation command, and restart the main call center after the backup call center stops running according to the stop operation command, so that the virtual address drifts back to the main call center. This switching method effectively prevents the brain split caused by the virtual address switching back and forth. Ensure the normal processing of subsequent call services.
此外,在实际应用中,为了方便管理呼叫中心系统的管理人员能够及时获知发送异常的呼叫中心的情况,并快速、准确的定位故障问题,在检测到主呼叫中心的运行状态出现异常,启动备份呼叫中心之后,还可以根据采集到的主呼叫中心的日志信息,生成预警信息,然后根据预设的预警通知方式,将预警信息通知给主呼叫中心的管理人员。In addition, in practical applications, in order to facilitate the management personnel of the call center system to be able to know the situation of sending abnormal call centers in time, and quickly and accurately locate the fault problem, when the operating state of the main call center is abnormal, start backup After the call center, you can also generate warning information based on the collected log information of the main call center, and then notify the administrator of the main call center according to the preset warning notification method.
此外,为了能够让管理人员及时查看预警信息,及时针对主呼叫中心可能存在的异常作出应对措施,比如远程调整主呼叫中心的参数,或者直接到现场检查主呼叫中心或者部署主呼叫中心的服务器的状况,在将预警信息发送给管理人员后,还可以控制收到预警信息的设备作出响铃、震动、屏幕闪烁等预警。In addition, in order to allow the management personnel to view the warning information in time, and respond to the possible abnormalities of the main call center in time, such as remotely adjusting the parameters of the main call center, or directly to the site to check the main call center or deploy the server of the main call center Status, after sending the warning information to the management personnel, you can also control the device that receives the warning information to make warnings such as ringing, vibration, and screen flashing.
需要说明的是,本领域普通技术人员可以理解实现上述实施例的全部或部分步骤可以通过硬件来完成,也可以通过计算机可读指令来指令相关的硬件完成,所述计算机可读指令可以存储于一种计算机可读存储介质中,上述提到的计算机可读存储介质可以是只读存储器,磁盘或光盘等。此外,本发明实施例还提出一种计算机可读存储介质,所述计算机可读存储介质上存储有计算机可读指令,所述计算机可读指令被处理器执行时实现如上文所述的呼叫中心的容灾方法的步骤。所述计算机可读存储介质可以是非易失性计算机可读存储介质。It should be noted that those of ordinary skill in the art may understand that all or part of the steps to implement the above embodiments may be completed by hardware, or by computer-readable instructions to instruct related hardware. The computer-readable instructions may be stored in In a computer-readable storage medium, the aforementioned computer-readable storage medium may be a read-only memory, a magnetic disk, or an optical disk. In addition, an embodiment of the present invention also proposes a computer-readable storage medium having computer-readable instructions stored on the computer-readable storage medium. When the computer-readable instructions are executed by a processor, a call center as described above is implemented Steps of the disaster recovery method. The computer-readable storage medium may be a non-volatile computer-readable storage medium.
参照图4,图4为本申请呼叫中心的容灾装置第一实施例的结构框图。本申请实施例提出的呼叫中心的容灾装置包括:日志信息采集模块4001、日志信息分析模块4002、第一呼叫业务转接模块4003和第二呼叫业务转接模块4004。其中,日志信息采集模块4001,用于启动主呼叫中心,采集主呼叫中心运行过程中产生的日志信息;日志信息分析模块4002,用于对日志信息进行实时分析,判断主呼叫中心的运行状态是否正常;第一呼叫业务转接模块4003,用于在主呼叫中心运行状态正常,预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将呼叫业务通过主呼叫中心的物理地址转接到主呼叫中心;第二呼叫业务转接模块4004,用于在主呼叫中心运行状态异常时,启动备份呼叫中心,并在虚拟地址接收到呼叫业务时,根据第二对应关系,将呼叫业务通过备份呼叫中心的物理地址转接到备份呼叫中心。Referring to FIG. 4, FIG. 4 is a structural block diagram of a first embodiment of a disaster recovery apparatus of a call center of the present application. The disaster recovery apparatus of the call center provided in the embodiment of the present application includes: a log information collection module 4001, a log information analysis module 4002, a first call service transfer module 4003, and a second call service transfer module 4004. Among them, the log information collection module 4001 is used to start the main call center to collect the log information generated during the operation of the main call center; the log information analysis module 4002 is used to perform real-time analysis on the log information to determine whether the main call center's operating status is Normal; the first call service transfer module 4003 is used to transfer the call service through the physical address of the main call center according to the first correspondence when the pre-assigned virtual address receives the call service in the normal operation state of the main call center To the main call center; the second call service transfer module 4004 is used to start the backup call center when the main call center is abnormal, and when the virtual address receives the call service, according to the second correspondence, pass the call service The physical address of the backup call center is transferred to the backup call center.
需要说明的是,本实施例中所说的第一对应关系具体为虚拟地址与主呼叫中心的物理地址之间的对应关系;相应地,第二对应关系具体为虚拟地址与备份呼叫中心的物理地址之间的对应关系。It should be noted that the first correspondence in this embodiment is specifically the correspondence between the virtual address and the physical address of the primary call center; accordingly, the second correspondence is specifically the physical relationship between the virtual address and the backup call center The correspondence between addresses.
此外,在实际应用中,执行启动主呼叫中心的步骤之前,需要确定主呼叫中心和备份呼叫中心。关于,确定主呼叫中心和备份呼叫中心的操作,大致可以如下:首先,根据呼叫中心业务需求,搭建第一呼叫中心和第二呼叫中心;然后,将第一呼叫中心和第二呼叫中心的任意一个指定为主呼叫中心,另一个指定为备份呼叫中心。In addition, in actual applications, before performing the steps of starting the main call center, the main call center and the backup call center need to be determined. Regarding, the operations of determining the main call center and the backup call center can be roughly as follows: First, build the first call center and the second call center according to the service requirements of the call center; then, set any of the first call center and the second call center One is designated as the primary call center, and the other is designated as the backup call center.
为了便于理解,本实施例给出一种确定主呼叫中心和备份呼叫中心的具体实现方式,大致如下:首先,根据预设的监控指标,分时段采集第一呼叫中心提供的第一监控指标数据和第二呼叫中心提供的第二监控指标数据;然后,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到第一呼叫中心对应的监控指标变化率和第二呼叫中心对应的监控指标变化率;最后,根据预设的主呼叫中心选取规则,将监控指标变化率符合主呼叫中心选取规则的第一呼叫中心指定为主呼叫中心,第二呼叫中心指定为备份呼叫中心;或者,将监控指标变化率符合主呼叫中心选取规则的第二呼叫中心指定为主呼叫中心,将第一呼叫中心指定为备份呼叫中心。For ease of understanding, this embodiment provides a specific implementation method for determining the main call center and the backup call center, which is roughly as follows: First, according to the preset monitoring indicators, the first monitoring indicator data provided by the first call center is collected in time intervals And the second monitoring indicator data provided by the second call center; then, the first monitoring indicator data and the second monitoring indicator data in each period are analyzed separately to obtain the monitoring indicator change rate and the first monitoring indicator corresponding to the first call center The change rate of the monitoring index corresponding to the second call center; finally, according to the preset main call center selection rule, the first call center whose monitoring index change rate meets the main call center selection rule is designated as the main call center, and the second call center is designated as The backup call center; or, the second call center whose monitoring index change rate meets the selection rules of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
此外,值得一提的是,在实际应用中,为了方便对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,以便快速准确的获得第一呼叫中心的监控指标变化率和第二呼叫中心的监控指标变化率,可以基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到第一呼叫中心对应的监控指标变化率和第二呼叫中心对应的监控指标变化率。In addition, it is worth mentioning that, in practical applications, in order to facilitate the analysis of the first monitoring indicator data and the second monitoring indicator data in each time period, in order to quickly and accurately obtain the monitoring indicator change rate of the first call center And the change rate of the monitoring indicators of the second call center, based on the preset analysis model, the first monitoring indicator data of each period and the second monitoring indicator data of each period can be analyzed respectively to obtain the monitoring indicators corresponding to the first call center The rate of change and the rate of change of monitoring indicators corresponding to the second call center.
关于,构建分析模型的方式,在实际应用中可以基于深度机器学习法进行构建。具体的说,本实施例中所说的深度学习法具体是采用无监督学习方式和有监督学习方式相结合的方式,来构建分析模型。Regarding, the method of constructing the analysis model can be constructed based on the deep machine learning method in practical applications. Specifically, the deep learning method described in this embodiment specifically adopts a combination of unsupervised learning and supervised learning to build an analysis model.
为了便于理解,以下针对基于深度机器学习法,构建分析模型的操作具体简要说明,具体步骤如下:首先,根据样本数据构建第一训练模型;然后,根据预设的分层标准,将第一训练模型中各隐藏层的初始网络层拆分为至少两个子网络层;接着,采用自下上升的非监督训练方式,以与第一训练模型中输入层相连的隐藏层为起点,与第一训练模型中输出层相连的隐藏层为终点,依次对第一训练模型中各隐藏层中的子网络层进行训练,得到第二训练模型;最后,采用自顶向下的监督训练方式,以与第二训练模型中输出层相连的隐藏层为起点,与第二训练模型中输入层相连的隐藏层为终点,依次对第二训练模型中各隐藏层中的子网络层进行训练,得到分析模型。In order to facilitate understanding, the following is a brief description of the operation of building an analysis model based on deep machine learning methods. The specific steps are as follows: first, build a first training model based on sample data; then, according to preset layering standards, the first training The initial network layer of each hidden layer in the model is split into at least two sub-network layers; then, the bottom-up unsupervised training method is used, starting with the hidden layer connected to the input layer in the first training model, and the first training The hidden layer connected to the output layer in the model is the end point, and the sub-network layers in each hidden layer in the first training model are sequentially trained to obtain the second training model; finally, a top-down supervised training method is used to The hidden layer connected to the output layer in the second training model is the starting point, and the hidden layer connected to the input layer in the second training model is the end point. The sub-network layers in each hidden layer in the second training model are sequentially trained to obtain the analysis model.
通过上述描述不难发现,本实施例中提供的呼叫中心的容灾装置,在判断主呼叫中心的运行状态是否正常的时候,采用软件检测的方式,即在主呼叫中心启动后,通过实时采集主呼叫中心运行过程中产生的日志信息,然后基于对日志信息的分析,确定主呼叫中心的运行状态是否正常,当确定主呼叫中心的运行状态正常时,在有呼叫业务时,则直接由主呼叫中心处理;当确定主呼叫中心的运行状态异常时,则启动备份呼叫中心,由备份呼叫中心接管主呼叫中心处理的呼叫业务,通告这种方式,不仅可以检测到部署主呼叫中心的服务器是否发生异常,还可以检测到主呼叫中心的进程和端口是否发生异常,进而保证了呼叫中心系统能够稳定且可靠的为用户处理呼叫业务。It is not difficult to find from the above description that the disaster recovery device of the call center provided in this embodiment adopts the software detection method when judging whether the operation status of the main call center is normal, that is, after the main call center is started, it is collected through real-time The log information generated during the operation of the main call center, and then based on the analysis of the log information, determine whether the operation status of the main call center is normal. When it is determined that the operation status of the main call center is normal, when there is a call service, the main call center directly Call center processing; when it is determined that the operation status of the main call center is abnormal, the backup call center is started, and the backup call center takes over the call service processed by the main call center. This way of announcement not only can detect whether the server deploying the main call center When an exception occurs, it can also detect whether the process and port of the main call center are abnormal, thereby ensuring that the call center system can handle call services for users stably and reliably.
此外,本实施例中提供的呼叫中心的容灾装置,从始至终提供给用户的都是一个固定且唯一的虚拟地址,而主、备呼叫中心物理地址的切换是根据主、备呼叫中心的运行状态及预先构建的第一对应关系和第二对应关系实现的,因而切换过程用户是感知不到的,从而有效的保证了用户体验效果。In addition, the disaster recovery device of the call center provided in this embodiment provides users with a fixed and unique virtual address from beginning to end, and the physical addresses of the primary and secondary call centers are switched according to the primary and secondary call centers. The running state and the pre-built first correspondence relationship and the second correspondence relationship are realized, so the user cannot perceive during the handover process, thereby effectively ensuring the user experience effect.
基于上述呼叫中心的容灾装置的第一实施例,提出本申请呼叫中心的容灾装置第二实施例。Based on the first embodiment of the disaster recovery apparatus of the call center described above, a second embodiment of the disaster recovery apparatus of the call center of the present application is proposed.
在本实施例中,呼叫中心的容灾装置还包括:主呼叫中心监控模块和切换模块。其中,主呼叫中心监控模块,用于在启动备份呼叫中心之后,监控主呼叫中心的运行状态是否恢复正常;切换模块,用于在主呼叫中心的运行状态恢复正常时,向备份呼叫中心发送停止运行指令,以使备份呼叫中心停止运行,并在备份呼叫中心停止运行后,重启主呼叫中心。In this embodiment, the disaster recovery device of the call center further includes: a main call center monitoring module and a switching module. Among them, the main call center monitoring module is used to monitor whether the operation status of the main call center returns to normal after starting the backup call center; the switching module is used to send a stop to the backup call center when the operation status of the main call center returns to normal Run the instruction to stop the backup call center and restart the main call center after the backup call center stops running.
通过上述描述不难发现,本实施例中提供的呼叫中心的容灾装置,在检测到主呼叫中心的运行状态恢复正常后,虚拟地址并非直接漂移回主呼叫中心,而是先向备份呼叫中心发送停止运行指令,在备份呼叫中心根据停止运行指令停止运行后,才重启主呼叫中心,使虚拟地址漂移回主呼叫中心,通过这种切换方式有效防止了虚拟地址来回切换形成的脑裂,从而保证了后续呼叫业务的正常处理。It is not difficult to find from the above description that the disaster recovery device of the call center provided in this embodiment, after detecting that the operating state of the main call center returns to normal, the virtual address does not directly drift back to the main call center, but first to the backup call center Send a stop operation command, and restart the main call center after the backup call center stops running according to the stop operation command, so that the virtual address drifts back to the main call center. This switching method effectively prevents the brain split caused by the virtual address switching back and forth. Ensure the normal processing of subsequent call services.
此外,在实际应用中,为了方便管理呼叫中心系统的管理人员能够及时获知发送异常的呼叫中心的情况,并快速、准确的定位故障问题,在检测到主呼叫中心的运行状态出现异常,启动备份呼叫中心之后,还可以根据采集到的主呼叫中心的日志信息,生成预警信息,然后根据预设的预警通知方式,将预警信息通知给主呼叫中心的管理人员。In addition, in practical applications, in order to facilitate the management personnel of the call center system to be able to know the situation of the call center sending abnormalities in time, and quickly and accurately locate the fault problem, when the operating state of the main call center is detected abnormal, start backup After the call center, you can also generate warning information based on the collected log information of the main call center, and then notify the administrator of the main call center according to the preset warning notification method.
另外,未在装置实施例中详尽描述的技术细节,可参见本申请任意实施例所提供的呼叫中心的容灾方法,此处不再赘述。In addition, for technical details that are not described in detail in the device embodiments, reference may be made to the disaster recovery method of the call center provided in any embodiment of the present application, and details are not described herein again.

Claims (20)

  1. 一种呼叫中心的容灾方法,其特征在于 ,所述方法包括以下步骤: A disaster recovery method for a call center, characterized in that the method includes the following steps:
    启动主呼叫中心,采集所述主呼叫中心运行过程中产生的日志信息;Start the main call center and collect the log information generated during the operation of the main call center;
    对所述日志信息进行实时分析,判断所述主呼叫中心的运行状态是否正常;Perform real-time analysis on the log information to determine whether the operation status of the main call center is normal;
    若所述主呼叫中心运行状态正常,则在预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将所述呼叫业务通过所述主呼叫中心的物理地址转接到所述主呼叫中心,所述第一对应关系为所述虚拟地址与所述主呼叫中心的物理地址之间的对应关系;If the operation status of the main call center is normal, when the pre-assigned virtual address receives the call service, the call service is transferred to the main call through the physical address of the main call center according to the first correspondence Center, the first correspondence is the correspondence between the virtual address and the physical address of the main call center;
    若所述主呼叫中心运行状态异常,则启动备份呼叫中心,并在所述虚拟地址接收到所述呼叫业务时,根据第二对应关系,将所述呼叫业务通过所述备份呼叫中心的物理地址转接到所述备份呼叫中心,所述第二对应关系为所述虚拟地址与所述备份呼叫中心的物理地址之间的对应关系。If the operation status of the main call center is abnormal, a backup call center is started, and when the call service is received at the virtual address, the call service is passed through the physical address of the backup call center according to the second correspondence relationship When transferred to the backup call center, the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
  2. 如权利要求1所述的方法,其特征在于,所述启动主呼叫中心的步骤之前,所述方法还包括以下步骤:The method according to claim 1, wherein before the step of activating the main call center, the method further comprises the following steps:
    根据呼叫中心业务需求,搭建第一呼叫中心和第二呼叫中心;Build the first call center and the second call center according to the call center business requirements;
    将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心。Any one of the first call center and the second call center is designated as the main call center, and the other is designated as the backup call center.
  3. 如权利要求2所述的方法,其特征在于,所述将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心的步骤,包括:The method according to claim 2, characterized in that, any one of the first call center and the second call center is designated as the primary call center, and the other is designated as the backup call center. The steps include:
    根据预设的监控指标,分时段采集所述第一呼叫中心提供的第一监控指标数据和所述第二呼叫中心提供的第二监控指标数据;Collecting, according to preset monitoring indicators, the first monitoring indicator data provided by the first call center and the second monitoring indicator data provided by the second call center in time intervals;
    分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率;Separately analyzing the first monitoring indicator data in each period and the second monitoring indicator data in each period to obtain the monitoring indicator change rate corresponding to the first call center and the monitoring indicator change rate corresponding to the second call center;
    根据预设的主呼叫中心选取规则,将监控指标变化率符合所述主呼叫中心选取规则的所述第一呼叫中心指定为所述主呼叫中心,所述第二呼叫中心指定为所述备份呼叫中心;或者,将监控指标变化率符合所述主呼叫中心选取规则的所述第二呼叫中心指定为所述主呼叫中心,将所述第一呼叫中心指定为所述备份呼叫中心。According to a preset main call center selection rule, the first call center whose monitoring index change rate meets the main call center selection rule is designated as the main call center, and the second call center is designated as the backup call Center; or, the second call center whose change rate of the monitoring index meets the selection rule of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
  4. 如权利要求3所述的方法,其特征在于,所述分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率的步骤,包括:The method according to claim 3, wherein the analysis of the first monitoring indicator data in each period and the second monitoring indicator data in each period respectively analyzes the rate of change of the monitoring indicator corresponding to the first call center The step of monitoring the change rate of the indicator corresponding to the second call center includes:
    基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率。Based on the preset analysis model, analyze the first monitoring indicator data in each period and the second monitoring indicator data in each period respectively to obtain the monitoring indicator change rate corresponding to the first call center and the second call center Rate of change of monitoring indicators.
  5. 如权利要求4所述的方法,其特征在于,所述基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析的步骤之前,所述方法还包括以下步骤:The method according to claim 4, characterized in that, before the step of analyzing the first monitoring indicator data in each period and the second monitoring indicator data in each period based on a preset analysis model, the method It also includes the following steps:
    基于深度机器学习法,构建所述分析模型;Based on the deep machine learning method, construct the analysis model;
    其中,所述基于深度机器学习法,构建所述分析模型的步骤,包括:Wherein, the step of constructing the analysis model based on deep machine learning method includes:
    根据样本数据构建第一训练模型;Construct the first training model according to the sample data;
    根据预设的分层标准,将所述第一训练模型中各隐藏层的初始网络层拆分为至少两个子网络层;Split the initial network layer of each hidden layer in the first training model into at least two sub-network layers according to preset layering standards;
    采用自下上升的非监督训练方式,以与所述第一训练模型中输入层相连的隐藏层为起点,与所述第一训练模型中输出层相连的隐藏层为终点,依次对所述第一训练模型中各隐藏层中的子网络层进行训练,得到第二训练模型;Using the unsupervised training method that rises from the bottom, the hidden layer connected to the input layer in the first training model is used as a starting point, and the hidden layer connected to the output layer in the first training model is used as an end point. A sub-network layer in each hidden layer in the training model is trained to obtain a second training model;
    采用自顶向下的监督训练方式,以与所述第二训练模型中输出层相连的隐藏层为起点,与所述第二训练模型中输入层相连的隐藏层为终点,依次对所述第二训练模型中各隐藏层中的子网络层进行训练,得到所述分析模型。Using a top-down supervised training method, the hidden layer connected to the output layer in the second training model is used as the starting point, and the hidden layer connected to the input layer in the second training model is used as the end point. The sub-network layer in each hidden layer in the second training model is trained to obtain the analysis model.
  6. 如权利要求1至5任一项所述的方法,其特征在于,所述启动备份呼叫中心的步骤之后,所述方法还包括以下步骤:The method according to any one of claims 1 to 5, wherein after the step of starting a backup call center, the method further comprises the following steps:
    监控所述主呼叫中心的运行状态是否恢复正常;Monitoring whether the running state of the main call center returns to normal;
    若所述主呼叫中心的运行状态恢复正常,则向所述备份呼叫中心发送停止运行指令,以使所述备份呼叫中心停止运行,并在所述备份呼叫中心停止运行后,重启所述主呼叫中心。If the operation state of the main call center returns to normal, send a stop operation instruction to the backup call center to stop the backup call center, and restart the main call after the backup call center stops running center.
  7. 如权利要求1至5任一项所述的方法,其特征在于,所述启动备份呼叫中心的步骤之后,所述方法还包括以下步骤:The method according to any one of claims 1 to 5, wherein after the step of starting a backup call center, the method further comprises the following steps:
    根据所述日志信息,生成预警信息;Generate warning information according to the log information;
    根据预设的预警通知方式,将所述预警信息通知给所述主呼叫中心的管理人员。According to a preset warning notification method, the warning information is notified to the manager of the main call center.
  8. 一种呼叫中心的容灾装置,其特征在于,所述装置包括:A disaster recovery device for a call center, characterized in that the device includes:
    日志信息采集模块,用于启动主呼叫中心,采集所述主呼叫中心运行过程中产生的日志信息;The log information collection module is used to start the main call center and collect the log information generated during the operation of the main call center;
    日志信息分析模块,用于对所述日志信息进行实时分析,判断所述主呼叫中心的运行状态是否正常;The log information analysis module is used for real-time analysis of the log information to determine whether the operation status of the main call center is normal;
    第一呼叫业务转接模块,用于在所述主呼叫中心运行状态正常,预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将所述呼叫业务通过所述主呼叫中心的物理地址转接到所述主呼叫中心,所述第一对应关系为所述虚拟地址与所述主呼叫中心的物理地址之间的对应关系;The first call service transfer module is used to pass the call service through the physical of the main call center according to the first correspondence when the call service is received in a pre-assigned virtual address in the normal operation state of the main call center The address is transferred to the primary call center, and the first correspondence is the correspondence between the virtual address and the physical address of the primary call center;
    第二呼叫业务转接模块,用于在所述主呼叫中心运行状态异常时,启动备份呼叫中心,并在所述虚拟地址接收到所述呼叫业务时,根据第二对应关系,将所述呼叫业务通过所述备份呼叫中心的物理地址转接到所述备份呼叫中心,所述第二对应关系为所述虚拟地址与所述备份呼叫中心的物理地址之间的对应关系。The second call service transfer module is used to start a backup call center when the operation state of the main call center is abnormal, and when the virtual address receives the call service, according to the second correspondence, the call The service is transferred to the backup call center through the physical address of the backup call center, and the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
  9. 一种呼叫中心的容灾设备,其特征在于,所述设备包括:存储器、处理器及存储在所述存储器上并可在所述处理器上运行的计算机可读存储指令,所述计算机可读指令被处理器执行时,使得所述处理器执行以下步骤:A disaster recovery device for a call center, characterized in that the device includes: a memory, a processor, and computer-readable storage instructions stored on the memory and operable on the processor, the computer-readable When the instruction is executed by the processor, the processor is caused to perform the following steps:
    启动主呼叫中心,采集所述主呼叫中心运行过程中产生的日志信息;Start the main call center and collect the log information generated during the operation of the main call center;
    对所述日志信息进行实时分析,判断所述主呼叫中心的运行状态是否正常;Perform real-time analysis on the log information to determine whether the operation status of the main call center is normal;
    若所述主呼叫中心运行状态正常,则在预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将所述呼叫业务通过所述主呼叫中心的物理地址转接到所述主呼叫中心,所述第一对应关系为所述虚拟地址与所述主呼叫中心的物理地址之间的对应关系;If the operation status of the main call center is normal, when the pre-assigned virtual address receives the call service, the call service is transferred to the main call through the physical address of the main call center according to the first correspondence Center, the first correspondence is the correspondence between the virtual address and the physical address of the main call center;
    若所述主呼叫中心运行状态异常,则启动备份呼叫中心,并在所述虚拟地址接收到所述呼叫业务时,根据第二对应关系,将所述呼叫业务通过所述备份呼叫中心的物理地址转接到所述备份呼叫中心,所述第二对应关系为所述虚拟地址与所述备份呼叫中心的物理地址之间的对应关系。If the operation status of the main call center is abnormal, a backup call center is started, and when the call service is received at the virtual address, the call service is passed through the physical address of the backup call center according to the second correspondence relationship When transferred to the backup call center, the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
  10. 如权利要求9所述的呼叫中心的容灾设备,其特征在于,所述启动主呼叫中心的步骤之前,所述处理器还用于执行以下步骤:The disaster recovery equipment of the call center according to claim 9, wherein before the step of starting the main call center, the processor is further configured to perform the following steps:
    根据呼叫中心业务需求,搭建第一呼叫中心和第二呼叫中心;Build the first call center and the second call center according to the call center business requirements;
    将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心。Any one of the first call center and the second call center is designated as the main call center, and the other is designated as the backup call center.
  11. 如权利要求10所述的呼叫中心的容灾设备,其特征在于,所述将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心的步骤,包括:The disaster recovery equipment of the call center according to claim 10, wherein any one of the first call center and the second call center is designated as the main call center, and the other is designated as the The steps to back up the call center include:
    根据预设的监控指标,分时段采集所述第一呼叫中心提供的第一监控指标数据和所述第二呼叫中心提供的第二监控指标数据;Collecting, according to preset monitoring indicators, the first monitoring indicator data provided by the first call center and the second monitoring indicator data provided by the second call center in time intervals;
    分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率;Separately analyzing the first monitoring indicator data in each period and the second monitoring indicator data in each period to obtain the monitoring indicator change rate corresponding to the first call center and the monitoring indicator change rate corresponding to the second call center;
    根据预设的主呼叫中心选取规则,将监控指标变化率符合所述主呼叫中心选取规则的所述第一呼叫中心指定为所述主呼叫中心,所述第二呼叫中心指定为所述备份呼叫中心;或者,将监控指标变化率符合所述主呼叫中心选取规则的所述第二呼叫中心指定为所述主呼叫中心,将所述第一呼叫中心指定为所述备份呼叫中心。According to a preset main call center selection rule, the first call center whose monitoring index change rate meets the main call center selection rule is designated as the main call center, and the second call center is designated as the backup call Center; or, the second call center whose change rate of the monitoring index meets the selection rule of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
  12. 如权利要求11所述的呼叫中心的容灾设备,其特征在于,所述分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率的步骤,包括:The disaster recovery equipment of the call center according to claim 11, wherein the first monitoring indicator data in each period and the second monitoring indicator data in each period are analyzed respectively to obtain the correspondence of the first call center The steps of the monitoring index change rate and the monitoring index change rate corresponding to the second call center include:
    基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率。Based on the preset analysis model, analyze the first monitoring indicator data in each period and the second monitoring indicator data in each period respectively to obtain the monitoring indicator change rate corresponding to the first call center and the second call center Rate of change of monitoring indicators.
  13. 如权利要求12所述的呼叫中心的容灾设备,其特征在于,所述基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析的步骤之前,所述处理器还用于执行以下步骤:The disaster recovery equipment of the call center according to claim 12, wherein the step of analyzing the first monitoring indicator data in each period and the second monitoring indicator data in each period based on a preset analysis model Previously, the processor was also used to perform the following steps:
    基于深度机器学习法,构建所述分析模型;Based on the deep machine learning method, construct the analysis model;
    其中,所述基于深度机器学习法,构建所述分析模型的步骤,包括:Wherein, the step of constructing the analysis model based on deep machine learning method includes:
    根据样本数据构建第一训练模型;Construct the first training model according to the sample data;
    根据预设的分层标准,将所述第一训练模型中各隐藏层的初始网络层拆分为至少两个子网络层;Split the initial network layer of each hidden layer in the first training model into at least two sub-network layers according to preset layering standards;
    采用自下上升的非监督训练方式,以与所述第一训练模型中输入层相连的隐藏层为起点,与所述第一训练模型中输出层相连的隐藏层为终点,依次对所述第一训练模型中各隐藏层中的子网络层进行训练,得到第二训练模型;Using the unsupervised training method that rises from the bottom, the hidden layer connected to the input layer in the first training model is used as a starting point, and the hidden layer connected to the output layer in the first training model is used as an end point. A sub-network layer in each hidden layer in the training model is trained to obtain a second training model;
    采用自顶向下的监督训练方式,以与所述第二训练模型中输出层相连的隐藏层为起点,与所述第二训练模型中输入层相连的隐藏层为终点,依次对所述第二训练模型中各隐藏层中的子网络层进行训练,得到所述分析模型。Using a top-down supervised training method, the hidden layer connected to the output layer in the second training model is used as the starting point, and the hidden layer connected to the input layer in the second training model is used as the end point. The sub-network layer in each hidden layer in the second training model is trained to obtain the analysis model.
  14. 如权利要求9至13任一项所述的呼叫中心的容灾设备,其特征在于,所述启动备份呼叫中心的步骤之后,所述处理器还用于执行以下步骤:The disaster recovery equipment of a call center according to any one of claims 9 to 13, wherein after the step of starting a backup call center, the processor is further configured to perform the following steps:
    监控所述主呼叫中心的运行状态是否恢复正常;Monitoring whether the running state of the main call center returns to normal;
    若所述主呼叫中心的运行状态恢复正常,则向所述备份呼叫中心发送停止运行指令,以使所述备份呼叫中心停止运行,并在所述备份呼叫中心停止运行后,重启所述主呼叫中心。If the operation state of the main call center returns to normal, send a stop operation instruction to the backup call center to stop the backup call center, and restart the main call after the backup call center stops running center.
  15. 如权利要求9至13任一项所述的呼叫中心的容灾设备,其特征在于,所述启动备份呼叫中心的步骤之后,所述处理器还用于执行以下步骤:The disaster recovery equipment of a call center according to any one of claims 9 to 13, wherein after the step of starting a backup call center, the processor is further configured to perform the following steps:
    根据所述日志信息,生成预警信息;Generate warning information according to the log information;
    根据预设的预警通知方式,将所述预警信息通知给所述主呼叫中心的管理人员。According to a preset warning notification method, the warning information is notified to the manager of the main call center.
  16. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质上存储有计算机可读指令,所述计算机可读指令被处理器执行时实现以下步骤:A computer-readable storage medium, characterized in that computer-readable instructions are stored on the computer-readable storage medium, and when the computer-readable instructions are executed by a processor, the following steps are implemented:
    启动主呼叫中心,采集所述主呼叫中心运行过程中产生的日志信息;Start the main call center and collect the log information generated during the operation of the main call center;
    对所述日志信息进行实时分析,判断所述主呼叫中心的运行状态是否正常;Perform real-time analysis on the log information to determine whether the operation status of the main call center is normal;
    若所述主呼叫中心运行状态正常,则在预先分配的虚拟地址接收到呼叫业务时,根据第一对应关系,将所述呼叫业务通过所述主呼叫中心的物理地址转接到所述主呼叫中心,所述第一对应关系为所述虚拟地址与所述主呼叫中心的物理地址之间的对应关系;If the operation status of the main call center is normal, when the pre-assigned virtual address receives the call service, the call service is transferred to the main call through the physical address of the main call center according to the first correspondence Center, the first correspondence is the correspondence between the virtual address and the physical address of the main call center;
    若所述主呼叫中心运行状态异常,则启动备份呼叫中心,并在所述虚拟地址接收到所述呼叫业务时,根据第二对应关系,将所述呼叫业务通过所述备份呼叫中心的物理地址转接到所述备份呼叫中心,所述第二对应关系为所述虚拟地址与所述备份呼叫中心的物理地址之间的对应关系。If the operation status of the main call center is abnormal, a backup call center is started, and when the call service is received at the virtual address, the call service is passed through the physical address of the backup call center according to the second correspondence relationship When transferred to the backup call center, the second correspondence is the correspondence between the virtual address and the physical address of the backup call center.
  17. 如权利要求16所述的计算机可读存储介质,其特征在于,所述启动主呼叫中心的步骤之前,所述处理器还用于执行以下步骤:The computer-readable storage medium of claim 16, wherein before the step of activating the main call center, the processor is further configured to perform the following steps:
    根据呼叫中心业务需求,搭建第一呼叫中心和第二呼叫中心;Build the first call center and the second call center according to the call center business requirements;
    将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心。Any one of the first call center and the second call center is designated as the main call center, and the other is designated as the backup call center.
  18. 如权利要求17所述的计算机可读存储介质,其特征在于,所述将所述第一呼叫中心和所述第二呼叫中心的任意一个指定为所述主呼叫中心,另一个指定为所述备份呼叫中心的步骤,包括:The computer-readable storage medium of claim 17, wherein any one of the first call center and the second call center is designated as the main call center, and the other is designated as the The steps to backup the call center include:
    根据预设的监控指标,分时段采集所述第一呼叫中心提供的第一监控指标数据和所述第二呼叫中心提供的第二监控指标数据;Collecting, according to preset monitoring indicators, the first monitoring indicator data provided by the first call center and the second monitoring indicator data provided by the second call center in time intervals;
    分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率;Separately analyzing the first monitoring indicator data in each period and the second monitoring indicator data in each period to obtain the monitoring indicator change rate corresponding to the first call center and the monitoring indicator change rate corresponding to the second call center;
    根据预设的主呼叫中心选取规则,将监控指标变化率符合所述主呼叫中心选取规则的所述第一呼叫中心指定为所述主呼叫中心,所述第二呼叫中心指定为所述备份呼叫中心;或者,将监控指标变化率符合所述主呼叫中心选取规则的所述第二呼叫中心指定为所述主呼叫中心,将所述第一呼叫中心指定为所述备份呼叫中心。According to a preset main call center selection rule, the first call center whose monitoring index change rate meets the main call center selection rule is designated as the main call center, and the second call center is designated as the backup call Center; or, the second call center whose change rate of the monitoring index meets the selection rule of the main call center is designated as the main call center, and the first call center is designated as the backup call center.
  19. 如权利要求18所述的计算机可读存储介质,其特征在于,所述分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率的步骤,包括:The computer-readable storage medium according to claim 18, wherein the first monitoring indicator data in each period and the second monitoring indicator data in each period are analyzed to obtain the corresponding The steps of monitoring the index change rate and the monitoring index change rate corresponding to the second call center include:
    基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析,得到所述第一呼叫中心对应的监控指标变化率和所述第二呼叫中心对应的监控指标变化率。Based on the preset analysis model, analyze the first monitoring indicator data in each period and the second monitoring indicator data in each period respectively to obtain the monitoring indicator change rate corresponding to the first call center and the second call center Rate of change of monitoring indicators.
  20. 如权利要求19所述的计算机可读存储介质,其特征在于,所述基于预设的分析模型,分别对各时段的第一监控指标数据和各时段的第二监控指标数据进行分析的步骤之前,所述处理器还用于执行以下步骤:The computer readable storage medium according to claim 19, wherein the step of analyzing the first monitoring indicator data and the second monitoring indicator data in each period based on a preset analysis model before the step , The processor is also used to perform the following steps:
    基于深度机器学习法,构建所述分析模型;Based on the deep machine learning method, construct the analysis model;
    其中,所述基于深度机器学习法,构建所述分析模型的步骤,包括:Wherein, the step of constructing the analysis model based on deep machine learning method includes:
    根据样本数据构建第一训练模型;Construct the first training model according to the sample data;
    根据预设的分层标准,将所述第一训练模型中各隐藏层的初始网络层拆分为至少两个子网络层;Split the initial network layer of each hidden layer in the first training model into at least two sub-network layers according to preset layering standards;
    采用自下上升的非监督训练方式,以与所述第一训练模型中输入层相连的隐藏层为起点,与所述第一训练模型中输出层相连的隐藏层为终点,依次对所述第一训练模型中各隐藏层中的子网络层进行训练,得到第二训练模型;Using the unsupervised training method that rises from the bottom, the hidden layer connected to the input layer in the first training model is used as the starting point, and the hidden layer connected to the output layer in the first training model is used as the end point. A sub-network layer in each hidden layer in the training model is trained to obtain the second training model;
    采用自顶向下的监督训练方式,以与所述第二训练模型中输出层相连的隐藏层为起点,与所述第二训练模型中输入层相连的隐藏层为终点,依次对所述第二训练模型中各隐藏层中的子网络层进行训练,得到所述分析模型。 Using a top-down supervised training method, the hidden layer connected to the output layer in the second training model is used as the starting point, and the hidden layer connected to the input layer in the second training model is used as the end point. The sub-network layer in each hidden layer in the second training model is trained to obtain the analysis model. The
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