CN110932875B - Alarm device and method in big data cloud computing environment - Google Patents
Alarm device and method in big data cloud computing environment Download PDFInfo
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- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
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Abstract
The invention discloses an alarm device and method under a big data cloud computing environment, relating to the technical field of telecommunication communication, wherein the device comprises: the primary equipment is used for sending alarm synchronous messages and receiving alarm synchronous responses; the M secondary devices are arranged into N sets which are independent from each other, P secondary devices which are independent from each other are arranged in each set, and one secondary device in each set is selected as a secondary operation maintenance management device; and the primary equipment establishes a first communication channel with the secondary operation maintenance management equipment in the N sets respectively, and sends the alarm synchronization message to the secondary operation maintenance management equipment in each set by using the first communication channel and receives an alarm synchronization response returned by the secondary operation maintenance management equipment in each set according to the alarm synchronization message.
Description
Technical Field
The invention relates to the technical field of telecommunication, in particular to an alarm device and method in a big data cloud computing environment.
Background
Under the large background of big data multi-service converged communication, the number and types of service equipment in the telecommunication field are many, and dynamic access can be realized in the operation process. If the operation and maintenance system is concentrated on one equipment node, the data volume is not large, the performance requirement cannot be met, and the user operation and management are quite complicated, so that the requirement of hierarchical operation and maintenance management among different service equipment nodes is generated. In order to realize the consistency of all hierarchy data in hierarchical management, data synchronization is needed between hierarchies, and alarm data is an important aspect of synchronization.
The business equipment is managed in a hierarchical mode, and a corresponding management relation exists between the upper level equipment and the lower level equipment. The management of the subordinate device can be realized through the operation of the superior device.
Under a set of cloud computing equipment environment, operation and maintenance functions are respectively deployed on business equipment of different levels so as to realize load balancing. If the operation and maintenance systems independently process and display the alarm, the unified management of the user is not facilitated.
Disclosure of Invention
The technical problem solved by the scheme provided by the embodiment of the invention is that the requirement of unified management of alarm data among different levels of equipment is difficult to realize in cloud resource operation management.
The alarm device under the big data cloud computing environment provided by the embodiment of the invention comprises:
the primary equipment is used for sending alarm synchronous messages and receiving alarm synchronous responses;
the M secondary devices are arranged into N sets which are independent from each other, P secondary devices which are independent from each other are arranged in each set, and one secondary device in each set is selected as a secondary operation maintenance management device;
establishing a first communication channel between the primary device and the secondary operation maintenance management devices in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management devices in each set by using the first communication channel, and receiving an alarm synchronization response returned by the secondary operation maintenance management devices in each set according to the alarm synchronization message;
wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers.
The alarm method in the big data cloud computing environment provided by the embodiment of the invention comprises the following steps:
primary equipment used for sending alarm synchronous messages and receiving alarm synchronous responses;
n secondary operation maintenance management devices for generating alarm synchronous response according to the alarm synchronous message of the primary device;
wherein the N secondary operation maintenance management devices are arranged from M secondary devices into N sets independent of each other, P secondary devices independent of each other are in each set, and the N secondary operation maintenance management devices are selected from the secondary devices in each set;
establishing first communication channels between the primary equipment and secondary operation maintenance management equipment in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management equipment in each set by using the first communication channels, and receiving an alarm synchronization response returned by the secondary operation maintenance management equipment in each set according to the alarm synchronization message;
wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers.
According to the alarm device in the big data cloud computing environment provided by the embodiment of the invention, the device comprises: a processor, and a memory coupled to the processor; the memory is stored with a program of the alarm in the big data cloud computing environment, which can run on the processor, and when the program of the alarm in the big data cloud computing environment is executed by the processor, the steps of the device of the alarm in the big data cloud computing environment provided by the embodiment of the invention are realized.
According to the computer storage medium provided by the embodiment of the invention, the alarm program in the big data cloud computing environment is stored, and when being executed by the processor, the alarm program in the big data cloud computing environment realizes the steps of the alarm device in the big data cloud computing environment provided by the embodiment of the invention.
According to the scheme provided by the embodiment of the invention, a solution of the alarm function under a large data multi-device hierarchical management architecture is provided, and the operation and maintenance requirements of load balancing and unified management are met.
Drawings
FIG. 1 is a schematic diagram of an alarm device in a big data cloud computing environment according to an embodiment of the present invention;
FIG. 2 is a diagram of a cloud computing platform architecture provided by an embodiment of the present invention;
fig. 3 is a flowchart of sending an alarm cascade policy of a device according to an embodiment of the present invention;
fig. 4 is a flowchart of synchronization of device alarm cascading policies according to an embodiment of the present invention;
fig. 5 is a flowchart of synchronization of device alarm cascade messages according to an embodiment of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings, and it should be understood that the preferred embodiments described below are only for the purpose of illustrating and explaining the present invention, and are not to be construed as limiting the present invention.
Fig. 1 is a schematic diagram of an alarm device in a big data cloud computing environment according to an embodiment of the present invention, as shown in fig. 1, including:
the primary equipment is used for sending alarm synchronous messages and receiving alarm synchronous responses;
the M secondary devices are arranged into N sets which are independent from each other, P secondary devices which are independent from each other are arranged in each set, and one secondary device in each set is selected as a secondary operation maintenance management device;
establishing a first communication channel between the primary device and the secondary operation maintenance management devices in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management devices in each set by using the first communication channel, and receiving an alarm synchronization response returned by the secondary operation maintenance management devices in each set according to the alarm synchronization message;
wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers.
Wherein, the alarm synchronization response returned by the secondary operation maintenance management device in each set according to the alarm synchronization message includes: the secondary operation maintenance management equipment in each set acquires resource list information needing alarm cascade synchronization and alarm information of each resource in the resource list according to the alarm synchronization message; and the secondary operation maintenance management equipment in each set assembles the consistent alarm information into alarm synchronous response according to resource striping, and sends the alarm synchronous response to the primary equipment.
The embodiment of the invention also comprises the following steps: the primary equipment sends a first message containing primary equipment IP, a primary equipment port and one or more resource information needing to carry out alarm cascade connection to the secondary operation maintenance management equipment in each set by using the first communication channel; and each secondary operation maintenance management device collects and stores the alarm information of the one or more resources in each secondary device in the set according to the resource information in the first message.
The embodiment of the invention also comprises the following steps: the primary equipment sends a second message containing a primary equipment IP, a primary equipment port and resource list information needing to carry out alarm cascade synchronization to the secondary operation maintenance management equipment in each set by using the first communication channel; and each secondary operation maintenance management device removes the pre-stored resource information and adds and stores the resource list information needing alarm cascade synchronization according to the second message.
The embodiment of the invention also comprises the following steps: the X three-stage equipment is arranged into Y sets which are independent from each other, Z three-stage equipment which are independent from each other exist in each set, and one of the three-stage equipment in each set is selected as three-stage operation maintenance management equipment; a second communication channel is established between the third-level operation maintenance management equipment and the second-level operation maintenance management equipment, the second communication channel is utilized to receive the alarm synchronization message of the second-level operation maintenance management equipment, and the alarm synchronization response of each third-level equipment in the set is reported according to the alarm synchronization message; wherein X is more than or equal to 2; y is more than or equal to 1; z is more than or equal to 2; x, Y and Z are positive integers.
The embodiment of the invention also comprises the following steps: when the secondary equipment or the tertiary equipment in each set needs to add or delete resources, the management operation of adding or deleting resources is carried out through the peer operation maintenance management equipment in the set; when a level device needs to be added or deleted, the management operation of adding or deleting the level device is performed through the upper operation maintenance management device of the level device.
The embodiment of the invention also provides an alarm method in the big data cloud computing environment, which comprises the following steps: primary equipment used for sending alarm synchronous message and receiving alarm synchronous response; n secondary operation maintenance management devices for generating alarm synchronous response according to the alarm synchronous message of the primary device; wherein the N secondary operation maintenance management devices are arranged from M secondary devices into N sets which are independent from each other, P secondary devices which are independent from each other are arranged in each set, and the N secondary operation maintenance management devices are selected from the secondary devices in each set; establishing a first communication channel between the primary device and the secondary operation maintenance management devices in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management devices in each set by using the first communication channel, and receiving an alarm synchronization response returned by the secondary operation maintenance management devices in each set according to the alarm synchronization message; wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers.
The embodiment of the invention also comprises the following steps: the third-level operation maintenance management equipment is used for generating an alarm synchronization response according to the alarm synchronization message of the second-level operation maintenance management equipment; wherein the three-stage operation maintenance management equipment is arranged into Y sets independent from each other from X three-stage equipment, Z three-stage equipment independent from each other exist in each set, and the equipment is selected from the three-stage equipment in each set; a second communication channel is established between the tertiary operation maintenance management device and the secondary operation maintenance management device, and the second communication channel is used for receiving the alarm synchronization message forwarded by the secondary operation maintenance management device and reporting the alarm synchronization response of each tertiary device in the set according to the alarm synchronization message; wherein X is more than or equal to 2; y is more than or equal to 1; z is more than or equal to 2; x, Y and Z are positive integers.
The embodiment of the invention also provides alarm equipment in a big data cloud computing environment, which comprises: a processor, and a memory coupled to the processor; the memory is stored with a program of the alarm in the big data cloud computing environment, which can run on the processor, and when the program of the alarm in the big data cloud computing environment is executed by the processor, the steps of the device of the alarm in the big data cloud computing environment provided by the embodiment of the invention are realized.
The embodiment of the invention also provides a computer storage medium which stores the warning program in the big data cloud computing environment, and the warning program in the big data cloud computing environment is executed by the processor to realize the steps of the warning device in the big data cloud computing environment provided by the embodiment of the invention.
Fig. 2 is an architecture diagram of a cloud computing platform according to an embodiment of the present invention, and as shown in fig. 2, both resources of a vertical hierarchy and horizontal devices may be infinitely expanded, and deployed alarm units are all the same set. The device hierarchy in the framework is divided into upper-level devices and lower-level devices, the upper-level devices manage the lower-level devices, are in a one-to-many mapping relationship and can be expanded into multi-level devices; the managed lower device is used as an operation maintenance device to manage the peer device, and the managed peer device can be expanded horizontally.
The alarm unit is deployed on the operation and maintenance equipment of any level of equipment, and the processing logic on each level of operation and maintenance equipment is the same.
The above mapping relationship is provided by the alarm unit to monitor the interface.
The alarm unit comprises the following contents:
1) An alarm strategy is maintained in the alarm unit, and the alarm strategy comprises the IP and the port of the superior equipment and the resource name needing synchronous alarm.
2) The policy synchronization is performed between the devices in different levels through the alarm cascading policy synchronization flow, as shown in the alarm cascading policy synchronization flow chart of fig. 4.
3) The alarm synchronization process of the alarm unit includes policy sending alarm synchronization, as shown in the alarm cascade policy sending flow chart of fig. 3.
4) The alarm synchronization process of the alarm unit further includes alarm message synchronization, as shown in the alarm cascade message synchronization flowchart of fig. 5.
The device expansion and deletion process is as follows:
101 The operation maintenance equipment receives the resource increasing registration, adds the resource into the management resource list of the operation maintenance equipment and starts to receive the collected data of the alarm, the performance and the like of the resource. For the upper operation and maintenance device, the resources managed by the upper operation and maintenance device and the devices managed by the lower operation and maintenance device are in a one-to-many mapping relationship, so that the resources of the upper operation and maintenance device are not changed.
102 Device resource deletion, a deletion message is sent to the operation and maintenance device at the same level, and after receiving the resource addition and deletion message, the operation and maintenance device deletes the data of the resource, such as the alarm performance, and synchronizes the data to the operation and maintenance device at the upper level.
103 A hierarchy of device resources are added in the architecture, the operation and maintenance device in the hierarchy registers the device resources of the hierarchy to the superior operation and maintenance device, and the superior operation and maintenance device maps the resources of the subordinate device and adds the mapped resources into its own management resource list after receiving the resource addition and registration of the subordinate device. And simultaneously, sending a cascade alarm synchronization strategy to the lower-level operation and maintenance equipment.
104 The operation maintenance device in the hierarchy device sends a deletion message to the upper operation maintenance device, the upper operation maintenance device deletes the mapped resource maintained by the upper operation maintenance device after receiving the message, and deletes all performance and alarm data of the hierarchy device.
The present invention will be described in detail with reference to fig. 3 to 5.
Fig. 3 is a flowchart of sending an alarm cascade policy of a device according to an embodiment of the present invention, and as shown in fig. 3, the flowchart includes:
301 The alarm unit of the higher operation maintenance equipment sends an alarm cascade strategy message to the alarm unit of the lower operation maintenance equipment, wherein the message contains the IP, the port and the resource needing alarm cascade of the higher equipment.
302 The alarm unit maintains an alarm cascading policy list, as shown in table 1, stores the received IP, port, and resource for alarm cascading, and imports the list into the database.
Table 1: alarm cascading policy list
| Name of field | Meaning of a field |
| ID | Serial number |
| IPADDR | IP of upper level equipment |
| PORT | Superior device port |
| Resource ID | Resource ID requiring synchronized alerts |
| Resource type | Resource types requiring synchronized alerts |
303 Alarm unit adds an alarm cascade transmission procedure to an alarm and recovery (manual recovery and automatic recovery) procedure. Searching an alarm cascade strategy list, if the sent alarm or recovery conforms to the strategy, calling a DCF (distributed Communication Frame) client interface, sending the alarm and recovery, and carrying an alarm cascade mark on the sent alarm and recovery.
Fig. 4 is a flowchart of synchronization of the device alarm cascade policy provided in the embodiment of the present invention, and as shown in fig. 4, the flowchart includes:
401 Alarm unit of superior operation maintenance equipment sends alarm cascade strategy synchronization message, which contains IP of superior equipment, port and resource list needed to carry out alarm cascade.
402 Alarm unit of lower operation maintenance device receives synchronous message, according to IP and port of message, clearing all the correspondent strategies in alarm cascade strategy list, then according to resource list in message, adding alarm cascade strategy, and synchronizing it into database.
Fig. 5 is a flowchart of synchronization of device alarm cascade messages according to an embodiment of the present invention, and as shown in fig. 5, the flowchart includes:
501 Alarm unit of upper operation and maintenance device sends alarm cascade synchronization message. The message includes the IP and port of the device.
502 Alarm units of lower operation maintenance equipment receive the synchronous message, search corresponding alarm cascade strategies in an alarm cascade strategy list according to the IP and ports of the message, search real-time alarm cache at the same time, assemble the alarms conforming to the strategies into synchronous alarm message response according to resource division, and send the synchronous alarm message response. When searching the real-time alarm cache, the alarm with the shielding mark is ignored.
503 When the alarm unit of the upper operation maintenance equipment receives the synchronous alarm message, the alarm unit compares the resource with the alarm with the cascade mark in the real-time alarm cache, if the resource is less than the preset threshold, the alarm unit is increased, and if the resource is more than the preset threshold, the alarm unit of the upper operation maintenance equipment recovers.
The technical solutions of the present invention are further described in detail with reference to the accompanying drawings and specific embodiments, but the embodiments are not intended to limit the present invention.
The specific contents of the implementation example of the invention include the following:
step 1, a certain virtualization software platform service utilizes a resource model to define 1000 virtual devices, and sets attributes of a region where the devices are located, a communication mode, an IP (Internet protocol), an operating system type, a resident program port number, a device type, a device ID (identity) and the like, the service can define resources of various device types, the service can define how many resource models the platform can access to how many devices, and the purpose of accessing multiple devices is achieved. The virtual devices are grouped according to different strategies, and each group deploys one operation maintenance device.
And 2, defining 1 operation management platform device by using a resource model for a certain cloud resource operation management platform, and managing the virtual device in the step 1 as a superior device.
And 3, deploying the operation and maintenance system on one device in the upper device, and deploying the operation and maintenance system on a plurality of devices in the lower device.
And 4, the operation maintenance system of the superior device sends a cascade alarm strategy message to the operation maintenance system of the subordinate device managed by the operation maintenance system of the superior device, wherein the message comprises the IP (Internet protocol) and the port of the superior device and a resource list needing alarm cascade connection.
And 5, after the lower-level equipment receives the synchronization message, clearing all corresponding strategies in the alarm cascade strategy list according to the IP and the port of the upper-level equipment, then adding the alarm cascade strategy according to the resource list in the message, and synchronizing the strategy into the database.
And 6, the lower-level equipment collects the alarm message, searches an alarm cascade strategy list, if the sent alarm or the sent recovery conforms to the strategy, calls a DCF client interface, sends the alarm and the recovery to the upper-level equipment, and the sent alarm and the recovery carry the alarm cascade mark.
And 7, after receiving the alarm message sent by the lower device, the upper device calls a resource conversion monitoring interface of the service, maps the resource in the alarm message to the resource in the upper device (namely, the management device of the lower device sending the alarm), and then processes the alarm according to a normal alarm flow.
And step 8, the operation maintenance system of the superior device sends an alarm cascade synchronization message to the operation maintenance system of the subordinate device managed by the operation maintenance system of the superior device. The message includes the IP and port of the upper level device.
And 9, after receiving the synchronous message, the lower level device searches the corresponding alarm cascade strategy in the alarm cascade strategy list according to the IP and the port of the upper level device, simultaneously searches the real-time alarm cache, assembles the alarms conforming to the strategy into a synchronous alarm message response according to resource items, and sends the synchronous alarm message response to the upper level alarm. When searching the real-time alarm cache, the alarm with the shielding mark is ignored.
Step 10, after receiving the synchronous alarm message sent by the lower device, the upper device performs resource conversion, and compares the resource with the alarm with the cascade mark in the real-time alarm buffer, if the resource is less, the resource is increased, and if the resource is more, the resource is recovered.
According to the scheme provided by the embodiment of the invention, a cascade and extensible alarm unit is realized, and the alarm processed in the operation maintenance system of the lower-level equipment is synchronized to the operation maintenance system of the upper-level equipment for display or further synchronization. Meanwhile, the access of multiple devices is ensured, and a scheme is made for solving the problem that the multiple devices report a large amount of data. The method provides accurate, timely and necessary data for operators, network management departments and equipment manufacturers, and ensures the correctness and the legality of the data so as to facilitate the evaluation of the network operation condition of a user team. The alarm unit in the invention can be infinitely expanded in the service equipment, and the processing logic of the alarm unit in the service equipment of all levels is the same.
Although the present invention has been described in detail hereinabove, the present invention is not limited thereto, and various modifications can be made by those skilled in the art in light of the principle of the present invention. Thus, modifications made in accordance with the principles of the present invention should be understood to fall within the scope of the present invention.
Claims (9)
1. An alarm device in a big data cloud computing environment, comprising:
the primary equipment is used for sending alarm synchronous messages and receiving alarm synchronous responses;
m secondary devices which are arranged into N sets which are mutually independent, wherein P secondary devices which are mutually independent exist in each set, and one secondary device in each set is selected as a secondary operation maintenance management device;
establishing first communication channels between the primary equipment and secondary operation maintenance management equipment in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management equipment in each set by using the first communication channels, and receiving an alarm synchronization response returned by the secondary operation maintenance management equipment in each set according to the alarm synchronization message;
wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers;
wherein, the alarm synchronization response returned by the secondary operation maintenance management device in each set according to the alarm synchronization message includes:
the secondary operation maintenance management equipment in each set acquires resource list information needing alarm cascade synchronization and alarm information of each resource in the resource list according to the alarm synchronization message;
and the secondary operation maintenance management equipment in each set assembles the consistent alarm information into alarm synchronous responses according to resource striping, and sends the alarm synchronous responses to the primary equipment.
2. The warning device of claim 1 further comprising:
the primary equipment respectively sends a first message containing primary equipment IP, a primary equipment port and one or more resource information needing alarm cascade connection to the secondary operation maintenance management equipment in each set by using the first communication channel; and each secondary operation maintenance management device collects and stores the alarm information of the one or more resources in each secondary device in the set according to the resource information in the first message.
3. The alert device of claim 2, further comprising:
the primary equipment sends a second message containing a primary equipment IP, a primary equipment port and resource list information needing to carry out alarm cascade synchronization to the secondary operation maintenance management equipment in each set by using the first communication channel;
and each secondary operation maintenance management device removes pre-stored resource information according to the second message and adds and stores the resource list information needing alarm cascade synchronization.
4. The warning device of claim 1 further comprising:
the X three-stage equipment is arranged into Y sets which are independent from each other, Z three-stage equipment which are independent from each other exist in each set, and one of the three-stage equipment in each set is selected as three-stage operation maintenance management equipment;
a second communication channel is established between the third-level operation maintenance management equipment and the second-level operation maintenance management equipment, the second communication channel is utilized to receive the alarm synchronization message of the second-level operation maintenance management equipment, and the alarm synchronization response of each third-level equipment in the set is reported according to the alarm synchronization message;
wherein X is more than or equal to 2; y is more than or equal to 1; z is more than or equal to 2; x, Y and Z are positive integers.
5. The warning device of claim 4, further comprising:
when the secondary equipment or the tertiary equipment in each set needs to add or delete resources, the management operation of adding or deleting resources is carried out through the peer operation maintenance management equipment in the set;
when a level device needs to be added or deleted, the management operation of adding or deleting the level device is performed through the upper operation maintenance management device of the level device.
6. An alarming method in a big data cloud computing environment, which is applied to the alarming device in the big data cloud computing environment according to any one of claims 1 to 5, and the method comprises the following steps:
the primary equipment sends an alarm synchronization message and receives an alarm synchronization response;
n secondary operation maintenance management devices generate alarm synchronization response according to the alarm synchronization message of the primary device;
wherein the N secondary operations maintenance management devices are selected from M secondary devices arranged in N sets independent of each other, P secondary devices independent of each other in each set, each secondary operations maintenance management device being selected from P secondary devices in each set;
establishing a first communication channel between the primary device and the secondary operation maintenance management devices in the N sets respectively, sending the alarm synchronization message to the secondary operation maintenance management devices in each set by using the first communication channel, and receiving an alarm synchronization response returned by the secondary operation maintenance management devices in each set according to the alarm synchronization message;
wherein M is more than or equal to 2; n is more than or equal to 1; p is more than or equal to 2; m, N and P are positive integers;
the generating, by the N secondary operation maintenance management devices according to the alarm synchronization message of the primary device, an alarm synchronization response includes:
each secondary operation maintenance management device acquires resource list information needing alarm cascade synchronization and alarm information of each resource in the resource list according to the alarm synchronization message;
and each secondary operation maintenance management device assembles the corresponding alarm information into alarm synchronous responses according to resource striping and sends the alarm synchronous responses to the primary device.
7. The alerting method of claim 6 wherein the method further comprises:
the third-level operation maintenance management equipment generates an alarm synchronous response according to the alarm synchronous message of the second-level operation maintenance management equipment;
wherein the three-stage operation maintenance management devices are selected from X three-stage devices arranged in Y sets independent of each other, Z three-stage devices are in each set, and each three-stage operation maintenance management device is selected from Z three-stage devices in each set;
a second communication channel is established between the tertiary operation maintenance management device and the secondary operation maintenance management device, and the second communication channel is used for receiving the alarm synchronization message forwarded by the secondary operation maintenance management device and reporting the alarm synchronization response of each tertiary device in the set according to the alarm synchronization message;
wherein X is more than or equal to 2; y is more than or equal to 1; z is more than or equal to 2; x, Y and Z are positive integers.
8. An alert device in a big data cloud computing environment, the device comprising: a processor, and a memory coupled to the processor; the memory stores a program of alarms in a big data cloud computing environment operable on the processor, and when executed by the processor, the program of alarms in a big data cloud computing environment implements the steps of the alarm method in a big data cloud computing environment according to any one of claims 6 to 7.
9. A computer storage medium, characterized in that the computer storage medium stores a program of an alarm in a big data cloud computing environment, which when executed by a processor, implements the steps of the alarm method in a big data cloud computing environment according to any one of claims 6 to 7.
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