CN110109686A - It is a kind of that O&M method and system is applied based on Container Management engine - Google Patents
It is a kind of that O&M method and system is applied based on Container Management engine Download PDFInfo
- Publication number
- CN110109686A CN110109686A CN201910337151.9A CN201910337151A CN110109686A CN 110109686 A CN110109686 A CN 110109686A CN 201910337151 A CN201910337151 A CN 201910337151A CN 110109686 A CN110109686 A CN 110109686A
- Authority
- CN
- China
- Prior art keywords
- application
- mirror image
- container
- micro services
- management engine
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/60—Software deployment
- G06F8/61—Installation
- G06F8/63—Image based installation; Cloning; Build to order
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/70—Software maintenance or management
- G06F8/71—Version control; Configuration management
Landscapes
- Engineering & Computer Science (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Security & Cryptography (AREA)
- Stored Programmes (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
It is a kind of that O&M method is applied based on Container Management engine, method includes the following steps: building micro services mirror image；With vessel form planning, layout application service framework, is formed and apply blueprint；It is disposed to using blueprint, and forms the example with application for dimension；Configure the health examination mode of application/service；Configure the warning strategies of application/service；After operation maintenance personnel receives alarm information, according to message notifying, corresponding O&M mode is taken to handle.
Description
Technical field
It is the invention belongs to software O&M technical field, in particular to a kind of that O&M method is applied based on Container Management engine
And system.
Background technique
In current Web and mobile application development process, developer tends to go building application program based on service, and
It is not from being made wheel.Under normal circumstances, these services are referred to as micro services --- single-use, and the addressable application of API becomes
The foundation stone of the large-scale application of building." micro services " framework is the very popular concept in recent software application field, can be significantly
Improve some typical problems that traditional application and development encounters.For example, using traditional monoblock type framework (Monolithic
Architecture) application development system, such as the large-scale application of CRM, ERP, with being continuously increased for new demand, enterprise update and
Repairing large-scale monoblock type application becomes more and more difficult.With the development of mobile internet, enterprise be forced by its application migrate to
Modernize UI interface architecture so as to can compliant mobile devices, this requires enterprise to be able to achieve the Quick thread of application function.
Based on this demand, the forming types of the complication system of more and more enterprises and industry are gradually from traditional monomer
Start to change using to micro services framework.This change bring direct result is exactly that profession will be from by several relatively independent
Major comonomer be made of a large amount of mutual related micro- application using constituting to be changed into.This mode is by strong improvement row
The update development pattern of industry operation system pushes profession to increase using in a manner of internet with the explosion type that iteration rolls
It is long.This will bring endless vigor also for profession.A series of relevant skills of DevOps of hot spot are being gradually become now
Art and based on cloud platform using the abilities such as automatically dispose and publication significantly develop all by strong promotion this into
Journey.
But this profession system brings new choose by the O&M that the mode that a large amount of micro- applications are constituted also is system
War.The O&M complexity that the increase of application is brought will bring huge challenge to O&M team, how make O&M
Conveniently and efficiently orientation problem, upgrade application and the problem of repairing are current problems to be solved for team.
Summary of the invention
The present invention provides a kind of application O&M method and system based on Container Management engine, it is therefore intended that solves O&M group
The O&M problem that team applies micro services structure system.
One of embodiment of the present invention, a kind of to apply O&M method based on Container Management engine, this method includes following step
It is rapid:
Construct micro services mirror image；
With vessel form planning, layout application service framework, is formed and apply blueprint；
It is disposed to using blueprint, and forms the example with application for dimension；
Configure the health examination mode of application/service；
Configure the warning strategies of application/service；
After operation maintenance personnel receives alarm information, according to message notifying, corresponding O&M mode is taken to handle.
It is difficult that the present invention is directed to the brought O&M using after being transformed by micro services mode, micro services are excessive and structure is complicated
Topic goes the health status of analysis environment and application from each dimension, includes calculate node, the micro services using being included, composition
The container etc. of micro services notifies operation maintenance personnel by modes such as letters in warning strategies are arranged, stand, carries out O&M operation.The present invention
One kind is proposed to apply blueprint layout, and the operation management centered on application example, can be led to by warning strategies and message
The forms notice operation maintenance personnel such as know, and provides and a set of complete to apply for application/service/container life cycle management operation
O&M, reach using the automation of O&M and application architecture system management clear in structure.
Detailed description of the invention
The following detailed description is read with reference to the accompanying drawings, above-mentioned and other mesh of exemplary embodiment of the invention
, feature and advantage will become prone to understand.In the accompanying drawings, if showing by way of example rather than limitation of the invention
Dry embodiment, in which:
Fig. 1 according to embodiments of the present invention one of operation management functional structure chart.
Specific embodiment
According to one of one or more embodiment, this is constituted as shown in Figure 1, describing in the form that functional module is constituted
The O&M structure system that patented method is mentioned can pass through the software O&M system of the Implement of Function Module complete set in attached drawing
System.
Application package is generated container mirror image by calling mirror image to construct server, and is stored in mirror image by mirror image management
In warehouse.
The service for constituting application architecture progress framework is allocated, configures mutual adduction relationship, and set by layout management
Access entrance, environmental variance and warning strategies and elastic telescopic strategy etc. are set.
Application management is responsible for programmed application architecture, by calling the API of Container Management engine server offer,
Application service is deployed in the form of container in Container Management engine calculate node.
Using O&M, it is responsible for providing the iteration upgrading of application, state is checked.
Monitoring alarm is responsible for the operating status of application feeding back to user or operation maintenance personnel in the form of message or mail.
Container Management engine provides application oriented container clustered deploy(ment) and management system.
It is a kind of that O&M method is applied based on Container Management engine, include the following steps:
(1) the micro services mirror image of production composition application.
User can make the container mirror image for constituting micro services by way of continuous integrating, and the starting point of continuous integrating can be with
It is the specific application operation program bag (the war packet and jar packet of such as java application) for completing compiling building, is also possible to from code
The source code in library starts, and provides the building input of Dockerfile, constructs the building that server completes container mirror image by mirror image.
(2) by the organizational structure of application, layout micro services mirror image.
Mode, orchestrating services are relied on according to the organizational structure of application, the main body for constituting service is to inscribe you by persistently collecting
The container mirror image generated at mode, and environmental variance, configuration file, port mapping required for mirror image is run are provided to mirror image
It is relied on access entrance etc.；By configuring to all services for constituting application, ultimately generating container deployment engine can know
Other organization file (yaml the and json file that such as kubernetes can fail).
(3) health examination mode, warning strategies and the elastic telescopic condition of micro services are configured.
In the building process of application, we can use the probe of the health examination of Container Management engine offer, and clothes
The monitoring of the utilization rate for resource of being engaged in, and alarm notification function is provided by way of call back function；It even can also be by money
The monitoring of source utilization rate completes the configuration of elastic telescopic using the elastic telescopic function of Container Management engine.Finally with container portion
The organization file that administration's engine can identify is disposed.
(4) by container deployment engine, the application constructed by micro services is disposed.
The API provided by container deployment engine is deployed through the organization file generated using layout step, generates container
The resource information of deployment engine management, wherein including configuration file, access entrance, storage resource, container container and elasticity
Flexible and warning strategies monitoring resources.
(5) by alarm information and monitoring alarm, the health status of application is positioned.
The operation of application and service is learnt in the alarm notification for the readjustment that operation maintenance personnel is configured by receiving vessel deployment engine
State, and there are the problem of, and then where the problem of position entire environment well.
(6) alert situation of application is repaired by adjusting micro services resource and load.
Operation maintenance personnel is after analyzing alarm monitoring information, it is determined whether be configuration in incognito there are problem, whether
The problems such as calculate node of the problem of being the utilization of resources and deployment management engine, then by adjusting configuration, increase resource or recovery
The modes such as calculate node repair application.
(7) it is updated by the iteration that upgrading manually completes application.
The image release that user can be constructed by continuous integrating selects different upgrading modes to be iterated update upgrading
(containing rolling upgrade, bluish-green upgrading and gray scale upgrading).
According to one of one or more embodiment, as shown in Figure 1, a kind of apply O&M system based on Container Management engine
System, the system include mirror image management module, layout management module, application management module, using O&M module, further include
Mirror image constructs server and mirror image warehouse, connect with mirror image management module,
Container Management engine control node, including being responsible for the controller of maintenance cluster state, being responsible for the layout of scheduling of resource
Device, API server and database, API server connect mirror image management module, layout management module, application management module and answer
With O&M module,
Monitoring alarm management module is connect with API server,
Container Management engine calculate node resource pool includes multiple calculate nodes, and each calculate node includes that Container Management draws
Client is held up, Container Management engine client is connected with API server.
In several embodiments provided herein, it should be understood that disclosed systems, devices and methods, it can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit
It divides, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components
It can be combined or can be integrated into another system, or some features can be ignored or not executed.In addition, shown or beg for
Opinion mutual coupling, direct-coupling or communication connection can be through some interfaces, the INDIRECT COUPLING of device or unit
Or communication connection, it is also possible to electricity, mechanical or other form connections.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.Some or all of unit therein can be selected to realize the embodiment of the present invention according to the actual needs
Purpose.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or the network equipment etc.) executes the complete of each embodiment the method for the present invention
Portion or part steps.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. are various can store journey
The medium of sequence code.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can readily occur in various equivalent modifications or replace
It changes, these modifications or substitutions should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with right
It is required that protection scope subject to.
Claims (3)
1. a kind of apply O&M method based on Container Management engine, which is characterized in that method includes the following steps:
Construct micro services mirror image；
With vessel form planning, layout application service framework, is formed and apply blueprint；
It is disposed to using blueprint, and forms the example with application for dimension；
Configure the health examination mode of application/service；
Configure the warning strategies of application/service；
After operation maintenance personnel receives alarm information, according to message notifying, corresponding O&M mode is taken to handle.
2. a kind of apply O&M method based on Container Management engine, which is characterized in that
The micro services mirror image of production composition application；
By the organizational structure of application, layout micro services mirror image；
Configure health examination mode, warning strategies and the elastic telescopic condition of micro services；
By container deployment engine, the application constructed by micro services is disposed；
By alarm information and monitoring alarm, the health status of application is positioned；
The alert situation of application is repaired by adjusting micro services resource and load；
The iteration update of application is manually completed by upgrading.
3. a kind of apply operational system based on Container Management engine, which is characterized in that the system includes mirror image management module, compiles
It arranges management module, application management module, using O&M module, further includes
Mirror image constructs server and mirror image warehouse, connect with mirror image management module,
Container Management engine control node, the composer of controller, responsible scheduling of resource including responsible maintenance cluster state,
API server and database, API server connect mirror image management module, layout management module, application management module and application fortune
Module is tieed up,
Monitoring alarm management module is connect with API server,
Container Management engine calculate node resource pool includes multiple calculate nodes, and each calculate node includes Container Management engine visitor
Family end, Container Management engine client are connected with API server.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910337151.9A CN110109686B (en) | 2019-04-25 | 2019-04-25 | Application operation and maintenance method and system based on container management engine |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910337151.9A CN110109686B (en) | 2019-04-25 | 2019-04-25 | Application operation and maintenance method and system based on container management engine |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110109686A true CN110109686A (en) | 2019-08-09 |
| CN110109686B CN110109686B (en) | 2023-03-24 |
Family
ID=67486581
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910337151.9A Active CN110109686B (en) | 2019-04-25 | 2019-04-25 | Application operation and maintenance method and system based on container management engine |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110109686B (en) |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110750331A (en) * | 2019-10-21 | 2020-02-04 | 北京华育兴业科技有限公司 | Container cluster scheduling method and platform for education desktop cloud application |
| CN110888657A (en) * | 2019-11-28 | 2020-03-17 | 浪潮金融信息技术有限公司 | Method for deploying microservice based on Groovy template engine |
| CN111240910A (en) * | 2020-01-02 | 2020-06-05 | 北京航天测控技术有限公司 | Equipment health management micro-service generation method, device, equipment and readable medium |
| CN112073240A (en) * | 2020-09-04 | 2020-12-11 | 上海浦东发展银行股份有限公司 | Blue-green deployment system and method based on registration center component and storage medium |
| CN112084040A (en) * | 2020-09-28 | 2020-12-15 | 上海道客网络科技有限公司 | Container resource planning system and method based on application mirror image data identification |
| CN112181488A (en) * | 2020-08-24 | 2021-01-05 | 苏州浪潮智能科技有限公司 | Method, system and computer readable medium for migrating applications |
| CN112764875A (en) * | 2020-12-31 | 2021-05-07 | 中国科学院软件研究所 | Intelligent calculation-oriented lightweight portal container microservice system and method |
| CN113067850A (en) * | 2021-02-20 | 2021-07-02 | 麒麟软件有限公司 | Cluster arrangement system under multi-cloud scene |
| WO2022090839A1 (en) * | 2020-10-26 | 2022-05-05 | International Business Machines Corporation | Method and system for access control in versioned configuration of computing cluster |
| CN114745390A (en) * | 2022-06-13 | 2022-07-12 | 南京赛宁信息技术有限公司 | Network target information acquisition system and method based on micro-service architecture |
| CN114884840A (en) * | 2022-03-21 | 2022-08-09 | 新华三大数据技术有限公司 | Application health state checking method and electronic equipment |
| CN115134231A (en) * | 2021-03-17 | 2022-09-30 | 北京搜狗科技发展有限公司 | Communication method, device and device for communication |
| CN115396278A (en) * | 2022-08-11 | 2022-11-25 | 西安雷风电子科技有限公司 | System exception handling method and device |
| CN115525425A (en) * | 2022-09-16 | 2022-12-27 | 中国电信股份有限公司 | Federal learning calculation engine arrangement method and device based on cloud native technology |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20110265164A1 (en) * | 2010-04-26 | 2011-10-27 | Vmware, Inc. | Cloud platform architecture |
| US20130232480A1 (en) * | 2012-03-02 | 2013-09-05 | Vmware, Inc. | Single, logical, multi-tier application blueprint used for deployment and management of multiple physical applications in a cloud environment |
| WO2014021849A1 (en) * | 2012-07-31 | 2014-02-06 | Hewlett-Packard Development Company, L.P. | Orchestrating hybrid cloud services |
| CN104731580A (en) * | 2015-01-12 | 2015-06-24 | 上海新炬网络信息技术有限公司 | Automation operation and maintenance system based on Karaf and ActiveMQ and implement method thereof |
| CN105245373A (en) * | 2015-10-12 | 2016-01-13 | 天津市普迅电力信息技术有限公司 | Construction and operation method of container cloud platform system |
| CN105577779A (en) * | 2015-12-21 | 2016-05-11 | 用友网络科技股份有限公司 | Method and system for containerized deployment of large enterprise private cloud |
| US20180060091A1 (en) * | 2016-08-31 | 2018-03-01 | International Business Machines Corporation | Effective management of virtual containers in a desktop environment |
| CN108052333A (en) * | 2017-12-11 | 2018-05-18 | 北京紫优能源科技有限公司 | A kind of power scheduling centralized control system standardization Automation arranging method and framework |
| CN108182095A (en) * | 2018-01-16 | 2018-06-19 | 湖北省楚天云有限公司 | A kind of application dispositions method, device and equipment |
| CN109445802A (en) * | 2018-09-25 | 2019-03-08 | 众安信息技术服务有限公司 | The method of privatization Paas platform and its publication application based on container |
| CN109450694A (en) * | 2018-11-26 | 2019-03-08 | 武汉烽火信息集成技术有限公司 | Multinode isomery operation management method and system based on autonomous controllable software and hardware |
-
2019
- 2019-04-25 CN CN201910337151.9A patent/CN110109686B/en active Active
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20110265164A1 (en) * | 2010-04-26 | 2011-10-27 | Vmware, Inc. | Cloud platform architecture |
| US20130232480A1 (en) * | 2012-03-02 | 2013-09-05 | Vmware, Inc. | Single, logical, multi-tier application blueprint used for deployment and management of multiple physical applications in a cloud environment |
| WO2014021849A1 (en) * | 2012-07-31 | 2014-02-06 | Hewlett-Packard Development Company, L.P. | Orchestrating hybrid cloud services |
| CN104731580A (en) * | 2015-01-12 | 2015-06-24 | 上海新炬网络信息技术有限公司 | Automation operation and maintenance system based on Karaf and ActiveMQ and implement method thereof |
| CN105245373A (en) * | 2015-10-12 | 2016-01-13 | 天津市普迅电力信息技术有限公司 | Construction and operation method of container cloud platform system |
| CN105577779A (en) * | 2015-12-21 | 2016-05-11 | 用友网络科技股份有限公司 | Method and system for containerized deployment of large enterprise private cloud |
| US20180060091A1 (en) * | 2016-08-31 | 2018-03-01 | International Business Machines Corporation | Effective management of virtual containers in a desktop environment |
| CN108052333A (en) * | 2017-12-11 | 2018-05-18 | 北京紫优能源科技有限公司 | A kind of power scheduling centralized control system standardization Automation arranging method and framework |
| CN108182095A (en) * | 2018-01-16 | 2018-06-19 | 湖北省楚天云有限公司 | A kind of application dispositions method, device and equipment |
| CN109445802A (en) * | 2018-09-25 | 2019-03-08 | 众安信息技术服务有限公司 | The method of privatization Paas platform and its publication application based on container |
| CN109450694A (en) * | 2018-11-26 | 2019-03-08 | 武汉烽火信息集成技术有限公司 | Multinode isomery operation management method and system based on autonomous controllable software and hardware |
Non-Patent Citations (2)
| Title |
|---|
| 张勋等: "一种基于容器编排技术的资源运维系统的设计与实现", 《电信科学》 * |
| 李振良_阿良: "Kubernetes(K8S)集群管理Docker容器（概念篇）", 《HTTPS://BLOG.51CTO.COM/LIZHENLIANG/1979501》 * |
Cited By (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110750331A (en) * | 2019-10-21 | 2020-02-04 | 北京华育兴业科技有限公司 | Container cluster scheduling method and platform for education desktop cloud application |
| CN110888657A (en) * | 2019-11-28 | 2020-03-17 | 浪潮金融信息技术有限公司 | Method for deploying microservice based on Groovy template engine |
| CN111240910A (en) * | 2020-01-02 | 2020-06-05 | 北京航天测控技术有限公司 | Equipment health management micro-service generation method, device, equipment and readable medium |
| CN111240910B (en) * | 2020-01-02 | 2024-04-05 | 北京航天测控技术有限公司 | Method, device, equipment and readable medium for generating equipment health management micro-service |
| CN112181488B (en) * | 2020-08-24 | 2022-07-08 | 苏州浪潮智能科技有限公司 | Method, system and computer readable medium for migrating applications |
| CN112181488A (en) * | 2020-08-24 | 2021-01-05 | 苏州浪潮智能科技有限公司 | Method, system and computer readable medium for migrating applications |
| CN112073240A (en) * | 2020-09-04 | 2020-12-11 | 上海浦东发展银行股份有限公司 | Blue-green deployment system and method based on registration center component and storage medium |
| CN112073240B (en) * | 2020-09-04 | 2023-02-07 | 上海浦东发展银行股份有限公司 | Blue-green deployment system and method based on registration center component and storage medium |
| CN112084040A (en) * | 2020-09-28 | 2020-12-15 | 上海道客网络科技有限公司 | Container resource planning system and method based on application mirror image data identification |
| CN112084040B (en) * | 2020-09-28 | 2021-07-20 | 上海道客网络科技有限公司 | Container resource planning system and method based on application mirror image data identification |
| WO2022090839A1 (en) * | 2020-10-26 | 2022-05-05 | International Business Machines Corporation | Method and system for access control in versioned configuration of computing cluster |
| GB2615049A (en) * | 2020-10-26 | 2023-07-26 | Ibm | Method and system for access control in versioned configuration of computing cluster |
| CN112764875A (en) * | 2020-12-31 | 2021-05-07 | 中国科学院软件研究所 | Intelligent calculation-oriented lightweight portal container microservice system and method |
| CN113067850A (en) * | 2021-02-20 | 2021-07-02 | 麒麟软件有限公司 | Cluster arrangement system under multi-cloud scene |
| CN115134231A (en) * | 2021-03-17 | 2022-09-30 | 北京搜狗科技发展有限公司 | Communication method, device and device for communication |
| CN115134231B (en) * | 2021-03-17 | 2024-03-08 | 北京搜狗科技发展有限公司 | Communication method, device and device for communication |
| CN114884840A (en) * | 2022-03-21 | 2022-08-09 | 新华三大数据技术有限公司 | Application health state checking method and electronic equipment |
| CN114884840B (en) * | 2022-03-21 | 2024-01-19 | 新华三大数据技术有限公司 | Application health state checking method and electronic equipment |
| CN114745390A (en) * | 2022-06-13 | 2022-07-12 | 南京赛宁信息技术有限公司 | Network target information acquisition system and method based on micro-service architecture |
| CN114745390B (en) * | 2022-06-13 | 2022-10-04 | 南京赛宁信息技术有限公司 | Network target information acquisition system and method based on micro-service architecture |
| CN115396278A (en) * | 2022-08-11 | 2022-11-25 | 西安雷风电子科技有限公司 | System exception handling method and device |
| CN115525425A (en) * | 2022-09-16 | 2022-12-27 | 中国电信股份有限公司 | Federal learning calculation engine arrangement method and device based on cloud native technology |
| CN115525425B (en) * | 2022-09-16 | 2024-05-14 | 中国电信股份有限公司 | Federal learning calculation engine arrangement method and equipment based on cloud primordial technology |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110109686B (en) | 2023-03-24 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110109686A (en) | It is a kind of that O&M method and system is applied based on Container Management engine | |
| US11243516B2 (en) | Edge devices and associated networks utilising microservices | |
| US10761810B2 (en) | Automating testing and deployment of software code changes | |
| CN108711030A (en) | The end-to-end project management platform integrated with artificial intelligence | |
| CN109683899A (en) | A kind of software integrating method and device | |
| CN110942387B (en) | Method and system for constructing electric ticket business function based on micro-service | |
| CN110083369A (en) | A kind of continuous integrating and lasting delivery method based on container scheme | |
| CN105989440A (en) | Process customization processing method and workflow engine thereof | |
| CN102279945B (en) | Business-level process customizing platform and method based on SOA (Service Oriented Architecture) | |
| CN109684053A (en) | The method for scheduling task and system of big data | |
| CN110162471A (en) | A kind of method for testing pressure and system based on container cloud | |
| CN107797914A (en) | Code process method, apparatus and code delivery system | |
| CN108243012B (en) | Charging application processing system, method and device in OCS (online charging System) | |
| CN107660289A (en) | Automatic network control | |
| CN110209574A (en) | A kind of data mining system based on artificial intelligence | |
| CN109977022A (en) | Inspection method, device, system and the storage medium of game resource | |
| CN102566443A (en) | Simulation verification system and method for integrated avionics system model based on artifact design description language (ADDL) | |
| CN106547545A (en) | A kind of computer software development approach | |
| CN116029680A (en) | Processing system and method for service platform information | |
| CN114912255A (en) | On-line simulation experiment system and method | |
| CN108399122A (en) | Test script operation method and system | |
| CN108376075A (en) | A kind of management method, storage medium and the terminal device of software translating project | |
| Tariq et al. | Industry 4.0 Based Business Process Re-Engineering Framework for Manufacturing Industry Setup Incorporating Evolutionary Multi-Objective Optimization | |
| CN111865686A (en) | Cloud product capacity expansion method, device, equipment and storage medium | |
| CN109698026B (en) | Component identification in fault handling of medical devices |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |