CN103973815A - Method for unified monitoring of storage environment across data centers - Google Patents

Method for unified monitoring of storage environment across data centers Download PDF

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Publication number
CN103973815A
CN103973815A CN201410227128.1A CN201410227128A CN103973815A CN 103973815 A CN103973815 A CN 103973815A CN 201410227128 A CN201410227128 A CN 201410227128A CN 103973815 A CN103973815 A CN 103973815A
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unified
data center
storage environment
monitoring
management
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CN201410227128.1A
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Chinese (zh)
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袁鹏飞
吴庆民
刘变红
何中辰
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Inspur Electronic Information Industry Co Ltd
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Inspur Electronic Information Industry Co Ltd
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Priority to CN201410227128.1A priority Critical patent/CN103973815A/en
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Abstract

The invention discloses a method for unified monitoring of a storage environment across data centers, and provides a management framework for unified monitoring of the overall data centers and the storage environment across the data centers. The system structure comprises two parts, namely a client and a management server-side. A user can deploy a platform through the unified monitoring method, discretely obtains state information from a storage device at a fixed period by the modes of unified monitoring objects, unified monitoring and sensing and unified monitoring operation, judges the obtained state information, and carries out intelligent treatment according to the setting, so that the targets of monitoring management servers among the data centers and monitoring the storage environments inside the data centers in real time are achieved.

Description

A kind of across data center's storage environment unified monitoring method
Technical field
The present invention relates to computer system and field of storage, specifically a kind of across data center's storage environment unified monitoring method.
Background technology
Along with networking and the scale of storage environment, storage administration difficulty is day by day complicated; Storage environment diversification causes management and supervision cost to strengthen; In storage environment, equipment room data cannot intercommunication, needs register one by one, understands in whole storage environment storaging state information very difficult.
As shown in Figure 1, in many data center environment, a management server is all installed by each data center, and the management server between multiple data centers is undertaken interconnected by supervising the network, and management server is reciprocity in whole management system is disposed.Consider each data center as a management domain the independent management server of disposing from the angle of performance, as shown in Figure 2, management server will with territory in managed object carry out a large amount of mutual, it is mutual that these not only comprise that management is controlled alternately, also comprises the collection of performance data, daily record data etc.Therefore, management data requires stronger real-time.If management node, outside data center, is understood the unpredictability that causes managing path due to the complexity of physical network.User does not need to be concerned about the particular location of management server, can manage all storage systems by any one management node access.User's range of management is irrelevant and only relevant with its administration authority with the server of login.Consider from the simplification of autgmentability and enforcement, the connection between management server adopts http protocol, adopts CIM-XML form to carry out transfer of data.How to carrying out unified monitoring across the whole storage environment of data center, and understand each storage device status in storage environment and become the pressing issues that we consider.
Summary of the invention
The present invention proposes a kind ofly across data center's storage environment unified monitoring method, the object of the invention is to realize to whole data center and across the unified monitoring of the storage environment of data center.
One of the present invention is across data center's storage environment unified monitoring method, the technical scheme that solves the problems of the technologies described above employing is as follows: should be across data center's storage environment unified monitoring method, a dynamic monitoring process is provided, user can pass through deployment platform, unify by monitored object, monitoring detecting is unified, the mode that policer operation is unified, the regularly discrete state information of obtaining from memory device, timing concurrent collection data to data analysis, and to obtaining state information judgement, carry out Intelligent treatment according to setting, reach to management server between data center mutually monitor and data center in the in real time object of monitoring of storage environment, this method for supervising provides to whole data center and across the Governance framework of the storage environment unified monitoring of data center, and the architecture of this Governance framework comprises client and management service end two parts.
Wherein, client is the mutual interface of user and management system, adopts the form of graphical interfaces; Client is mainly responsible for realizing human-computer interaction interface; User can be connected to by client any one management server of multiple data centers; If the management server of logining and other management server, under consolidated network environment, can be realized the unified management across data center; Client and management service end be based on http data transmission alternately, to adopt http protocol be mainly for the design of reduced data transmission and improve development rate and the quality of system.
Management service end is the core that Governance framework is realized, and is the comprehensive management platform of storage environment; First, it is as a HTTP service end, the request of receiving management client, and go out the method for managed object and access by operation scheduling module parses, then call accordingly; The request of management service end demand processing is divided into two aspects: on the one hand, by the operation to other memory device, by the realization of managed object, call the corresponding operation of memory device.The Design Mode of management service end is similar to the driving design of operating system.Operations scheduling system is similar to the unified interface calling, and each agent is equivalent to concrete driving;
The major responsibility of management service end is: the request that, receives unified management client is processed, and result is returned; Two, by real-time monitoring thread, the memory device of specifying is carried out to supervisory control and data acquisition (SCADA); Three, unify, monitor that detecting is unified, policer operation is unified mode and integrated the dissimilar memory device of each manufacturer by monitored object; Four, provide the additional function such as access security, leading subscriber management.
The beneficial effect having across data center's storage environment unified monitoring method of the present invention:
By this, across data center's storage environment unified monitoring method, user can pass through deployment platform, reach condition monitoring between data center, and the discrete state of the whole storage environment of data center collects, and data is carried out to the object of the Visual Implementation system monitoring; For user shows storage device status information in whole storage networking, user's storage environment is correctly guided in time, help client to realize the storage environment of whole complexity is carried out to unified monitoring, improved product competitiveness.
Brief description of the drawings
Accompanying drawing 1 is the schematic diagram that the method majority is disposed according to center;
Accompanying drawing 2 is schematic diagrames that the method forms data center is disposed;
Accompanying drawing 3 is structural representations of Governance framework described in the method;
Accompanying drawing 4 is flow charts that between the method data center, management server is monitored mutually;
Accompanying drawing 5 is storage environment flow charts of monitoring in real time in the method data center.
Embodiment
For making the object, technical solutions and advantages of the present invention clearer, hereinafter in connection with accompanying drawing, one of the present invention is elaborated across data center's storage environment unified monitoring method.
Should be across data center's storage environment unified monitoring method, a dynamic monitoring process is provided, user can pass through deployment platform, unify, monitor detecting unification, the unified mode of policer operation by monitored object, the regularly discrete state information of obtaining from memory device, timing concurrent collection data to data analysis, and to obtaining state information judgement, carry out Intelligent treatment according to setting, reach to management server between data center mutually monitor and data center in the in real time object of monitoring of storage environment; This method for supervising provides to whole data center and across the Governance framework of the storage environment unified monitoring of data center, and the architecture of this Governance framework comprises client and management service end two parts.
Described in we are bright, realize a dynamic monitoring process across data center's storage environment unified monitoring method, the concurrent collection data of timing also realize system monitoring to data analysis, realize state monitoring resource by the regular discrete state information of obtaining from memory device; And different storage systems provides different state information acquisition interfaces.By this across data center's storage environment unified monitoring method, can realize to whole data center and across the storage environment of data center and carry out unified monitoring, unify, monitor the modes such as detecting is unified, policer operation is unified by monitored object and finally realize the unitized monitoring to diversification environment such as storage environment, equipment vendors, model, way to manages.
Monitored object unification to this unified monitoring method respectively, monitoring detecting unification, policer operation below unified mode and is elaborated:
Described policer operation is unified:
Different memory devices adopts different connected modes and transmission means, adopts ssh, telnet or the transmission of the cim-xml form based on http; In this unified monitoring method, as shown in Figure 3, management server carries out connection encapsulation by different agent to dissimilar in storage environment, model device; In the time that interpolation is managed memory device, can in database, record the connected mode, account number, the password that are added memory device; Realize layer by management server managed object, realize the policer operation of whole storage environment unified;
Described monitored object is unified:
Storage object all comprises in each storage products, and common factor ratio is large, reaches more than 95%, and the difference of each manufacturer storage object is mainly reflected in concept definition and module classification mode; This unified monitoring method adopts object-oriented thought, memory device is thought to be made up of a large amount of storage objects, each storage object has method and attribute, and unified monitoring realizes the unified monitoring of the method attribute to part storage object, thereby realizes the monitoring to different manufacturers memory device;
Described monitoring detecting is unified:
Monitoring detecting comprises that the monitoring of storage environment in the monitoring detecting of management server between data center and data center detects two parts content;
Detect by monitoring, can judge according to the data of monitoring the health status of memory device and storage networking, health status is carried out to early warning; Can find timely storage environment operation exception, and and alarm so that user can process in time; Can carry out data analysis at aspects such as the utilizations of resources, to predict utilization of resources trend in the future; Can go out the layout of whole data center by Auto-Sensing, for user, the equipment of data center be assessed on the one hand, thereby optimization system is disposed; Aspect is also conducive to the global monitoring of equipment in addition, global view can be mapped to and on large-screen, carry out centralized monitor.
Of the present invention across in data center's storage environment unified monitoring method, the architecture of the Governance framework to whole storage environment unified monitoring proposing comprises: client and management service end two parts; As shown in Figure 3:
Wherein, client is the mutual interface of user and management system, adopts the form of graphical interfaces; Client is mainly responsible for realizing human-computer interaction interface; User can be connected to by client any one management server of multiple data centers; If the management server of logining and other management server, under consolidated network environment, can be realized the unified management across data center; Client and management service end be based on http data transmission alternately, to adopt http protocol be mainly for the design of reduced data transmission and improve development rate and the quality of system;
Management service end is the core that Governance framework is realized, and is the comprehensive management platform of storage environment; First, it is as a HTTP service end, the request of receiving management client, and go out the method for managed object and access by operation scheduling module parses, then call accordingly; The request of management service end demand processing is divided into two aspects: on the one hand, by the operation to other memory device, by the realization of managed object, call the corresponding operation of memory device.The Design Mode of management service end is similar to the driving design of operating system.Operations scheduling system is similar to the unified interface calling, and each agent is equivalent to concrete driving;
The major responsibility of management service end is: the request that, receives unified management client is processed, and result is returned; Two, by real-time monitoring thread, the memory device of specifying is carried out to supervisory control and data acquisition (SCADA); Three, unify, monitor that detecting is unified, policer operation is unified mode and integrated the dissimilar memory device of each manufacturer by monitored object; Four, provide the additional function such as access security, leading subscriber management.
By this across data center's storage environment unified monitoring method, can realize between data center that management server is monitored mutually and data center in storage environment monitor in real time, wherein, as shown in Figure 4, the idiographic flow that between data center, management server is monitored mutually comprises:
A) management server starts monitor process, and this management server is monitored and entered b, and other management server is monitored and entered c;
B) carry out script, obtain book server state information, judge that book server state normally enters i, enters f extremely;
C) from configuration, obtain other monitored server ip list, judge that other server ip list is that sky enters l, not for sky enters d;
D) concurrent interception request, enters e;
E) request is returned to judgement, monitored object normally enters i, extremely enters f;
F) judge abnormal rank, enter g;
G) obtain monitored object alarm mode, enter h;
H) send alarm notification, enter i;
I) monitored management server state information in new database more, enters j;
J) more new state, to client, enters k;
K) record Operation Log, enter l;
L) finish;
As shown in Figure 5, the idiographic flow that in data center, storage environment is monitored is in real time:
A) management server starts monitor process, enters b;
B) from configuration, obtain memory device list in storage environment, judge that memory device list is that sky enters l, not for sky enters c;
C) judge monitored storage device management mode, enter d;
D) send interception request, enter e;
E) request is returned to judgement, monitored object normally enters i, extremely enters f;
F) judge abnormal rank, enter g;
G) obtain monitored object alarm mode, enter h;
H) send alarm notification, enter i;
I) monitored management server state information in new database more, enters j;
J) more new state, to client, enters k;
K) record Operation Log, enter l;
L) finish.
In summary, we are bright described across data center's storage environment unified monitoring method, are the storage environments to manufacturer's diversification, hardware diversification, equipment diversification, topological diversification, carry out unified logic, method for supervising that interface is unified; By described Governance framework, can realize the flexible expansion monitoring to data center and data center's internal memory devices; Flexible expansion monitoring comprises the increase to monitored data center | the interpolation of monitored memory device in deletion and data center | delete.User can pass through this unified monitoring method deployment platform, reaches condition monitoring between data center and the discrete state of the whole storage environment of data center are collected, and data are carried out to the object of the Visual Implementation system monitoring.
Above-mentioned embodiment is only concrete case of the present invention; scope of patent protection of the present invention includes but not limited to above-mentioned embodiment; suitable variation or replacement that person of an ordinary skill in the technical field any claims according to the invention and any does it, all should fall into scope of patent protection of the present invention.

Claims (8)

1. one kind across data center's storage environment unified monitoring method, it is characterized in that, this unified monitoring method provides a dynamic monitoring process, user can pass through deployment platform, unify, monitor detecting unification, the unified mode of policer operation by monitored object, timing concurrent collection data to data analysis, the regularly discrete state information of obtaining from memory device, and to obtaining state information judgement, carry out Intelligent treatment according to setting, reach to management server between data center mutually monitor and data center in the in real time object of monitoring of storage environment; This method for supervising provides to whole data center and across the Governance framework of the storage environment unified monitoring of data center, and the architecture of this Governance framework comprises client and management service end two parts.
2. according to claim 1ly it is characterized in that across data center's storage environment unified monitoring method, described policer operation is unified:
In this unified monitoring method, in management server, by different agent, dissimilar in storage environment, model device are carried out to connection encapsulation; In the time that interpolation is managed memory device, in database, record is added connected mode, account number, the password of memory device; Realize layer by management server managed object, realize the policer operation of whole storage environment unified.
3. according to claim 1ly it is characterized in that across data center's storage environment unified monitoring method, described monitored object is unified:
This unified monitoring method adopts object-oriented thought, memory device is divided into a large amount of storage objects, each storage object has method and attribute, and this unified monitoring method, by the unified monitoring of the method attribute to part storage object, realizes the monitoring to different manufacturers memory device.
4. according to claim 1ly it is characterized in that across data center's storage environment unified monitoring method, described monitoring detecting is unified:
Monitoring detecting comprises that the monitoring of storage environment in the monitoring detecting of management server between data center and data center detects two parts content;
The particular content of monitoring detecting comprises: the health status that judges memory device and storage networking according to the data of monitoring; Find timely storage environment operation exception, and and alarm; Aspect the utilization of resources, carry out data analysis, to predict utilization of resources trend in the future; Auto-Sensing goes out the layout of whole data center, and global view is mapped to and on large-screen, carries out centralized monitor.
5. according to claim 1ly it is characterized in that across data center's storage environment unified monitoring method, described client is the mutual interface of user and management system, adopts the form of graphical interfaces; Client is mainly responsible for realizing human-computer interaction interface; User can be connected to by client any one management server of multiple data centers; If the management server of logining and other management server, under consolidated network environment, can carry out unified management across data center; Client and management service end be to transmit based on http data alternately.
6. according to claim 1ly it is characterized in that across data center's storage environment unified monitoring method, described management service end is the core that described Governance framework is realized, and is the comprehensive management platform of storage environment; Management service end is as a HTTP service end, the request of receiving management client, and go out the method for managed object and access by operation scheduling module parses, then call accordingly;
The major responsibility of described management service end is:
A. the request that receives unified management client is processed, and result is returned;
B. by real-time monitoring thread, the memory device of specifying is carried out to supervisory control and data acquisition (SCADA);
C. unify, monitor that detecting is unified, policer operation is unified mode and integrated the dissimilar memory device of each manufacturer by monitored object;
D., access security, leading subscriber management additional function are provided.
According to described in claim 5 or 6 across data center's storage environment unified monitoring method, it is characterized in that, the idiographic flow that between data center, management server is monitored mutually comprises:
A) management server starts monitor process, and this management server is monitored and entered b, and other management server is monitored and entered c;
B) carry out script, obtain book server state information, judge that book server state normally enters i, enters f extremely;
C) from configuration, obtain other monitored server ip list, judge that other server ip list is that sky enters l, not for sky enters d;
D) concurrent interception request, enters e;
E) request is returned to judgement, monitored object normally enters i, extremely enters f;
F) judge abnormal rank, enter g;
G) obtain monitored object alarm mode, enter h;
H) send alarm notification, enter i;
I) monitored management server state information in new database more, enters j;
J) more new state, to client, enters k;
K) record Operation Log, enter l;
L) finish.
According to described in claim 5 or 6 across data center's storage environment unified monitoring method, it is characterized in that, in data center storage environment in real time the idiographic flow of monitoring be:
A) management server starts monitor process, enters b;
B) from configuration, obtain memory device list in storage environment, judge that memory device list is that sky enters l, not for sky enters c;
C) judge monitored storage device management mode, enter d;
D) send interception request, enter e;
E) request is returned to judgement, monitored object normally enters i, extremely enters f;
F) judge abnormal rank, enter g;
G) obtain monitored object alarm mode, enter h;
H) send alarm notification, enter i;
I) monitored management server state information in new database more, enters j;
J) more new state, to client, enters k;
K) record Operation Log, enter l;
L) finish.
CN201410227128.1A 2014-05-27 2014-05-27 Method for unified monitoring of storage environment across data centers Pending CN103973815A (en)

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Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104184826A (en) * 2014-09-05 2014-12-03 浪潮(北京)电子信息产业有限公司 Multi-data-center storage environment managing method and system
CN104202437A (en) * 2014-09-29 2014-12-10 浪潮(北京)电子信息产业有限公司 System and method for realizing management of diversified data center
CN104270434A (en) * 2014-09-22 2015-01-07 珠海许继芝电网自动化有限公司 Service state monitoring system based on cloud service
CN104461553A (en) * 2014-12-18 2015-03-25 山东超越数控电子有限公司 Storage management method in conformity with SMI-S (storage management initiative specification) standard
CN105024851A (en) * 2015-06-25 2015-11-04 四川理工学院 Cloud computing-based monitoring management system
CN105490833A (en) * 2015-11-19 2016-04-13 国家电网公司 Inspection system and method of information system
CN108769250A (en) * 2018-06-20 2018-11-06 山东超越数控电子股份有限公司 One kind is based on WEB visualization data safety managements and its troubleshooting implementation method
CN109426597A (en) * 2017-12-21 2019-03-05 中国平安人寿保险股份有限公司 Application performance monitoring method, device, equipment, system and storage medium
CN109683510A (en) * 2018-11-07 2019-04-26 浙江省科技信息研究院 A kind of mobile monitoring system and method for Internet data center
CN109840186A (en) * 2019-01-28 2019-06-04 山东超越数控电子股份有限公司 A kind of data center is health management system arranged and method
CN110290214A (en) * 2019-06-28 2019-09-27 苏州浪潮智能科技有限公司 A kind of transmitting data file method and system
CN110308989A (en) * 2019-05-31 2019-10-08 中国科学院计算技术研究所 A kind of resource management apparatus and method for OpenStack across data center
CN111209162A (en) * 2020-01-03 2020-05-29 北京同有飞骥科技股份有限公司 System monitoring method and device for layered modeling
CN111757058A (en) * 2020-06-18 2020-10-09 浪潮金融信息技术有限公司 Method for monitoring non-existing equipment screen
CN113419687A (en) * 2021-07-13 2021-09-21 广东电网有限责任公司 Object storage method, system, equipment and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101699827A (en) * 2009-10-28 2010-04-28 浪潮电子信息产业股份有限公司 Unitary storage network system management architecture adopting SMI-S standard
CN101854270A (en) * 2010-04-23 2010-10-06 山东中创软件工程股份有限公司 Multisystem running state monitoring method and system
CN103795575A (en) * 2014-02-12 2014-05-14 浪潮电子信息产业股份有限公司 Multi-data-centre-oriented system monitoring method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101699827A (en) * 2009-10-28 2010-04-28 浪潮电子信息产业股份有限公司 Unitary storage network system management architecture adopting SMI-S standard
CN101854270A (en) * 2010-04-23 2010-10-06 山东中创软件工程股份有限公司 Multisystem running state monitoring method and system
CN103795575A (en) * 2014-02-12 2014-05-14 浪潮电子信息产业股份有限公司 Multi-data-centre-oriented system monitoring method

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104184826A (en) * 2014-09-05 2014-12-03 浪潮(北京)电子信息产业有限公司 Multi-data-center storage environment managing method and system
CN104270434A (en) * 2014-09-22 2015-01-07 珠海许继芝电网自动化有限公司 Service state monitoring system based on cloud service
CN104202437A (en) * 2014-09-29 2014-12-10 浪潮(北京)电子信息产业有限公司 System and method for realizing management of diversified data center
CN104461553A (en) * 2014-12-18 2015-03-25 山东超越数控电子有限公司 Storage management method in conformity with SMI-S (storage management initiative specification) standard
CN105024851A (en) * 2015-06-25 2015-11-04 四川理工学院 Cloud computing-based monitoring management system
CN105024851B (en) * 2015-06-25 2018-07-24 四川理工学院 A kind of monitoring management system based on cloud computing
CN105490833A (en) * 2015-11-19 2016-04-13 国家电网公司 Inspection system and method of information system
CN109426597A (en) * 2017-12-21 2019-03-05 中国平安人寿保险股份有限公司 Application performance monitoring method, device, equipment, system and storage medium
CN109426597B (en) * 2017-12-21 2022-04-12 中国平安人寿保险股份有限公司 Application performance monitoring method, device, equipment, system and storage medium
CN108769250A (en) * 2018-06-20 2018-11-06 山东超越数控电子股份有限公司 One kind is based on WEB visualization data safety managements and its troubleshooting implementation method
CN109683510A (en) * 2018-11-07 2019-04-26 浙江省科技信息研究院 A kind of mobile monitoring system and method for Internet data center
CN109840186A (en) * 2019-01-28 2019-06-04 山东超越数控电子股份有限公司 A kind of data center is health management system arranged and method
CN110308989A (en) * 2019-05-31 2019-10-08 中国科学院计算技术研究所 A kind of resource management apparatus and method for OpenStack across data center
CN110290214A (en) * 2019-06-28 2019-09-27 苏州浪潮智能科技有限公司 A kind of transmitting data file method and system
CN111209162A (en) * 2020-01-03 2020-05-29 北京同有飞骥科技股份有限公司 System monitoring method and device for layered modeling
CN111209162B (en) * 2020-01-03 2023-07-04 北京同有飞骥科技股份有限公司 Hierarchical modeling system monitoring method and device
CN111757058A (en) * 2020-06-18 2020-10-09 浪潮金融信息技术有限公司 Method for monitoring non-existing equipment screen
CN113419687A (en) * 2021-07-13 2021-09-21 广东电网有限责任公司 Object storage method, system, equipment and storage medium
CN113419687B (en) * 2021-07-13 2022-08-12 广东电网有限责任公司 Object storage method, system, equipment and storage medium

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Application publication date: 20140806