CN111212115A - Method and device for realizing hybrid cloud management, computer storage medium and terminal - Google Patents
Method and device for realizing hybrid cloud management, computer storage medium and terminal Download PDFInfo
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- CN111212115A CN111212115A CN201911336251.6A CN201911336251A CN111212115A CN 111212115 A CN111212115 A CN 111212115A CN 201911336251 A CN201911336251 A CN 201911336251A CN 111212115 A CN111212115 A CN 111212115A
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- 238000012545 processing Methods 0.000 claims abstract description 37
- 238000006243 chemical reaction Methods 0.000 claims abstract description 19
- 238000004590 computer program Methods 0.000 claims description 14
- 238000012546 transfer Methods 0.000 claims description 8
- 238000000611 regression analysis Methods 0.000 claims description 6
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- 238000012423 maintenance Methods 0.000 abstract description 9
- 238000007726 management method Methods 0.000 description 45
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/04—Network management architectures or arrangements
- H04L41/042—Network management architectures or arrangements comprising distributed management centres cooperatively managing the network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/069—Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
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Abstract
A method, a device, a computer storage medium and a terminal for realizing hybrid cloud management comprise: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format; processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud; wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage. According to the embodiment of the invention, the management related information of the hybrid cloud is obtained through the state log information, and the operation and maintenance management efficiency of the hybrid cloud is improved.
Description
Technical Field
The present disclosure relates to, but not limited to, the art, and more particularly, to a method, an apparatus, a computer storage medium, and a terminal for implementing hybrid cloud management.
Background
The cloud computing comprises: public clouds, private clouds, and hybrid clouds; the hybrid cloud is a hybrid architecture and is an integration of a public cloud and a private cloud.
At present, each cloud manufacturer provides respective access modes, and a computing model of the cloud manufacturer is divided into a public cloud access part, a public cloud platform part and a public cloud management part; wherein, public cloud access means: the method comprises the following steps that a person or an enterprise obtains cloud computing service through the Internet, and a service access point in a public cloud is responsible for authenticating the accessed person or the accessed enterprise; the public cloud platform is responsible for organizing and coordinating computing resources and providing computing services according to the needs of users; the public cloud management is oriented to end-to-end configuration, management and monitoring, public cloud access and a public cloud platform are managed and monitored, and guarantee is provided for users to obtain services.
Since private cloud deployments differ from enterprise to enterprise, they are typically deployed manually; because the cloud solutions provided by the cloud manufacturers have respective systems, deployment of the hybrid cloud is disordered, difficulty is caused to operation and maintenance management of the hybrid cloud, and operation and maintenance management cost of the hybrid cloud is increased. How to reduce the operation and maintenance management cost of the hybrid cloud and improve the operation and maintenance management efficiency of the hybrid cloud becomes a problem to be solved.
Disclosure of Invention
The following is a summary of the subject matter described in detail herein. This summary is not intended to limit the scope of the claims.
The embodiment of the invention provides a method and a device for realizing hybrid cloud management, a computer storage medium and a terminal, which can improve the operation and maintenance management efficiency of a hybrid cloud.
The embodiment of the invention provides a method for realizing hybrid cloud management, which comprises the following steps:
converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format;
processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
In an exemplary embodiment, the preset interface includes:
the representational state transfer Restful application programming interface API.
In an exemplary embodiment, the preset format includes:
the JavaScript object notation JSON format.
In one exemplary embodiment, the status log information includes:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and network connection count for one or more network protocols.
In an exemplary embodiment, the processing the format log information obtained by the conversion by using a preset algorithm includes:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
On the other hand, an embodiment of the present invention further provides an apparatus for implementing hybrid cloud management, including: a conversion unit and a processing unit; wherein the content of the first and second substances,
the conversion unit is used for: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format;
the processing unit is used for: processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
In one exemplary embodiment, the status log information includes:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and network connection count for one or more network protocols.
In an exemplary embodiment, the processing unit is specifically configured to:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
In still another aspect, an embodiment of the present invention further provides a computer storage medium, where a computer program is stored in the computer storage medium, and when the computer program is executed by a processor, the method for implementing hybrid cloud management is implemented.
In another aspect, an embodiment of the present invention further provides a terminal, including: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing hybrid cloud management as described above.
Compared with the related art, the technical scheme of the application comprises the following steps: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format; processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud; wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage. According to the embodiment of the invention, the management related information of the hybrid cloud is obtained through the state log information, and the operation and maintenance management efficiency of the hybrid cloud is improved.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the example serve to explain the principles of the invention and not to limit the invention.
Fig. 1 is a flowchart of a method for implementing hybrid cloud management according to an embodiment of the present invention;
fig. 2 is a block diagram of an apparatus for implementing hybrid cloud management according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be noted that the embodiments and features of the embodiments in the present application may be arbitrarily combined with each other without conflict.
The steps illustrated in the flow charts of the figures may be performed in a computer system such as a set of computer-executable instructions. Also, while a logical order is shown in the flow diagrams, in some cases, the steps shown or described may be performed in an order different than here.
Fig. 1 is a flowchart of a method for implementing hybrid cloud management according to an embodiment of the present invention, as shown in fig. 1, including:
in an exemplary embodiment, the preset interface includes:
the representational state transfer Restful application programming interface API.
It should be noted that the Restful API in the embodiment of the present invention includes three parts, i.e., an input filter, a data preprocessing (process filter), and a formatting data engine (output filter); the input filter is used for acquiring the state log information from each node of the hybrid cloud; the process filter is used for carrying out relevant processing including filtering on the acquired state log information; the output filter is used for converting the data processed by the process filter into format log information in a preset format.
In an exemplary embodiment, the preset format includes:
the JavaScript object notation JSON format.
It should be noted that the preset format according to the embodiment of the present invention may include other common formats.
102, processing format log information obtained through conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
In one exemplary embodiment, the status log information includes:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and the number of network connections for one or more network protocols (hypertext transfer protocol HTTP, hypertext transfer security protocol HTTPs, transmission control protocol TCP, etc.).
In an exemplary embodiment, the processing the format log information obtained by the conversion by using a preset algorithm includes:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
In an exemplary implementation, after obtaining management-related information for managing a hybrid cloud, a method according to an embodiment of the present invention further includes:
and feeding back the management related information in a preset mode.
In an exemplary embodiment, the preset manner includes one or any combination of the following manners:
e-mail;
short messages;
instant messaging information;
and (4) presetting an interactive interface.
Compared with the related art, the technical scheme of the application comprises the following steps: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format; processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud; wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage. According to the embodiment of the invention, the management related information of the hybrid cloud is obtained through the state log information, and the operation and maintenance management efficiency of the hybrid cloud is improved.
Fig. 2 is a block diagram of a structure of an apparatus for implementing hybrid cloud management according to an embodiment of the present invention, as shown in fig. 2, including: a conversion unit and a processing unit; wherein the content of the first and second substances,
the conversion unit is used for: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format;
the processing unit is used for: processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
In an exemplary embodiment, the preset interface includes:
the representational state transfer Restful application programming interface API.
It should be noted that the Restful API in the embodiment of the present invention includes three parts, i.e., an input filter, a data preprocessing (process filter), and a formatting data engine (output filter); the input filter is used for acquiring the state log information from each node of the hybrid cloud; the process filter is used for carrying out relevant processing including filtering on the acquired state log information; the output filter is used for converting the data processed by the process filter into format log information in a preset format.
In an exemplary embodiment, the preset format includes:
the JavaScript object notation JSON format.
In one exemplary embodiment, the status log information includes:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and the number of network connections for one or more network protocols (hypertext transfer protocol HTTP, hypertext transfer security protocol HTTPs, transmission control protocol TCP, etc.).
In an exemplary embodiment, the processing unit is specifically configured to:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
In an exemplary implementation, after obtaining management-related information for managing a hybrid cloud, a processing unit in an embodiment of the present invention is further configured to:
and feeding back the management related information in a preset mode.
In an exemplary embodiment, the preset manner includes one or any combination of the following manners:
e-mail;
short messages;
instant messaging information;
and (4) presetting an interactive interface.
Compared with the related art, the technical scheme of the application comprises the following steps: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format; processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud; wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage. According to the embodiment of the invention, the management related information of the hybrid cloud is obtained through the state log information, and the operation and maintenance management efficiency of the hybrid cloud is improved.
The embodiment of the invention also provides a computer storage medium, wherein a computer program is stored in the computer storage medium, and when being executed by a processor, the computer program realizes the method for realizing the hybrid cloud management.
An embodiment of the present invention further provides a terminal, including: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing hybrid cloud management as described above.
"one of ordinary skill in the art will appreciate that all or some of the steps of the methods, systems, functional modules/units in the devices disclosed above may be implemented as software, firmware, hardware, and suitable combinations thereof. In a hardware implementation, the division between functional modules/units mentioned in the above description does not necessarily correspond to the division of physical components; for example, one physical component may have multiple functions, or one function or step may be performed by several physical components in cooperation. Some or all of the components may be implemented as software executed by a processor, such as a digital signal processor or microprocessor, or as hardware, or as an integrated circuit, such as an application specific integrated circuit. Such software may be distributed on computer readable media, which may include computer storage media (or non-transitory media) and communication media (or transitory media). The term computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data, as is well known to those of ordinary skill in the art. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, Digital Versatile Disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can accessed by a computer. In addition, communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media as known to those skilled in the art. ".
Claims (10)
1. A method of implementing hybrid cloud management, comprising:
converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format;
processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
2. The method of claim 1, wherein the pre-set interface comprises:
the representational state transfer Restful application programming interface API.
3. The method of claim 1, wherein the preset format comprises:
the JavaScript object notation JSON format.
4. The method of claim 1, wherein the status log information comprises:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and network connection count for one or more network protocols.
5. The method according to any one of claims 1 to 4, wherein the processing the format log information obtained by conversion by using a preset algorithm comprises:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
6. An apparatus to implement hybrid cloud management, comprising: a conversion unit and a processing unit; wherein the content of the first and second substances,
the conversion unit is used for: converting the state log information acquired from each node of the hybrid cloud through a preset interface into format log information in a preset format;
the processing unit is used for: processing the format log information obtained by conversion by adopting a preset algorithm to obtain management related information for managing the hybrid cloud;
wherein the management-related information includes: recommended operational information, and/or estimated information of resource usage.
7. The apparatus of claim 6, wherein the status log information comprises:
a node status log and a service status log;
wherein the node status log comprises node information of one or any combination of the following items: CPU utilization rate, memory utilization rate, hard disk utilization rate, equipment mounting and network card inlet and outlet flow;
the service status log comprises service information of one or any combination of the following items: CPU utilization, memory utilization, network ingress and egress traffic, and network connection count for one or more network protocols.
8. The apparatus according to claim 6 or 7, wherein the processing unit is specifically configured to:
processing the format log information by adopting a regression analysis Logitics algorithm to obtain the recommended operation information; and/or the presence of a gas in the gas,
and processing the format log information through a Markov chain algorithm to obtain the estimated information of the resource use.
9. A computer storage medium having stored thereon a computer program which, when executed by a processor, implements a method of implementing hybrid cloud management as claimed in any one of claims 1 to 5.
10. A terminal, comprising: a memory and a processor, the memory having a computer program stored therein; wherein the content of the first and second substances,
the processor is configured to execute the computer program in the memory;
the computer program, when executed by the processor, implements a method of implementing hybrid cloud management as recited in any of claims 1-5.
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