CN109167685A - CDN quality of service monitoring system and method based on index system - Google Patents

CDN quality of service monitoring system and method based on index system Download PDF

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Publication number
CN109167685A
CN109167685A CN201810979457.XA CN201810979457A CN109167685A CN 109167685 A CN109167685 A CN 109167685A CN 201810979457 A CN201810979457 A CN 201810979457A CN 109167685 A CN109167685 A CN 109167685A
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China
Prior art keywords
service
data
service state
cdn
achievement data
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CN201810979457.XA
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Chinese (zh)
Inventor
孙昌瑞
黄福鑫
党水利
王江
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Hangzhou Zhizhiyun Painting Technology Co Ltd
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Hangzhou Zhizhiyun Painting Technology Co Ltd
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Priority to CN201810979457.XA priority Critical patent/CN109167685A/en
Publication of CN109167685A publication Critical patent/CN109167685A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003Managing SLA; Interaction between SLA and QoS
    • H04L41/5009Determining service level performance parameters or violations of service level contracts, e.g. violations of agreed response time or mean time between failures [MTBF]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Environmental & Geological Engineering (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The CDN quality of service monitoring system and method based on index system that this application involves a kind of, system therein includes: edge device, for providing CDN service for netizen, collect CDN service state index data, and by service state achievement data storage into shared drive, and report the service state achievement data;Central server cluster, the service state achievement data reported for receiving and storing the edge device, and api interface is provided and carries out quality monitoring using the service state achievement data for operation maintenance personnel.The application can expand data statistics writing range, shorten data collection cycle, so that service state achievement data is more comprehensively, operation maintenance personnel is more sensitive to the perception of service equipment service condition, the service equipment service condition in CDN system can be preferably monitored according to more fully service state achievement data, to improve service effectiveness.

Description

CDN quality of service monitoring system and method based on index system
Technical field
This application involves field of communication technology more particularly to a kind of CDN quality of service monitoring systems based on index system And method.
Background technique
With the fast development of internet and the surge of number of network users, network bandwidth resources are more nervous, in business In the case where being continuously increased with application demand, computing resource, network bandwidth and regular maintenance cost are constantly soaring, give enterprise and list The sustainable development of position brings baptism.Currently, solving the common scheme of above-mentioned contradiction is exactly to pass through content distributing network (Content Delivery Network, CDN) service.And with the continuous development of CDN, to Internet resources proportion and topology After logic constantly improve, the demand of Quantitative design and early warning system to itself quality monitoring increasingly causes enterprise to pay attention to.
In the related technology, although the magnanimity number that quality of service monitoring system can be generated by collecting, counting resource apparatus According to statistical data being landed in disk storage, then obtain real-time status by calculating to serve operation maintenance personnel, and then be visitor Family provides CDN service.But disk storage has performance bottleneck, is not suitable for large-scale data statistics write-in, cannot support frequency Numerous reading data, to influence business service effect.
Summary of the invention
To be overcome the problems, such as present in the relevant technologies at least to a certain extent, the application provides a kind of based on index system CDN quality of service monitoring system and method.
According to the embodiment of the present application in a first aspect, provide a kind of CDN quality of service monitoring system based on index system, Include:
Edge device collects CDN service state index data for providing CDN service for netizen, and by the service shape State achievement data is stored into shared drive, and reports the service state achievement data;
Central server cluster, the service state achievement data reported for receiving and storing the edge device, And application program (Application Programming Interface, API) interface is provided and uses the clothes for operation maintenance personnel State index data of being engaged in carry out quality monitoring.
Optionally, the edge device includes:
Service unit, reporting unit and shared drive unit;
The service unit is used to provide CDN service for netizen, collects CDN service state index data;
The service unit is also interacted with the shared drive unit, and the service state achievement data is stored to described In shared drive unit;
The reporting unit is used to the service state achievement data being reported to central server cluster.
Optionally, the reporting unit is specifically used for: when reaching report cycle, the service is read from shared drive State index data are simultaneously reported to central server cluster;And reporting unit has the function of that period timing is upset, so that different The reporting unit of edge device has different report cycles.
Optionally, the service state achievement data includes: request time, request size and request source.
Optionally, the central server cluster includes:
Dispatch server, storage server, statistical server and deployment services device;
The storage server and the statistical server exist in the form of cluster.
Optionally, the dispatch server is used for:
The service state achievement data is received, and optimal storage server is selected to carry out data landing.
Optionally, the storage server is used for data backup and Data Migration.
Optionally, the statistical server carries out parallelization operation to the service state achievement data.
Optionally, the deployment services device is for detecting the dispatch server, the storage server and the statistics The operation conditions of server.
According to the second aspect of the embodiment of the present application, a kind of CDN quality of service monitoring method based on index system is provided, Include:
CDN service is provided, collects CDN service state index data, and by service state achievement data storage to altogether It enjoys in memory, and reports the service state achievement data;
The service state achievement data is received and stored, and api interface is provided and uses the service shape for operation maintenance personnel State achievement data carries out quality monitoring.
According to the third aspect of the embodiment of the present application, a kind of CDN quality of service monitoring system based on index system is provided, It include: processor;Memory for storage processor executable instruction;Wherein, the processor is configured to:
CDN service is provided, collects CDN service state index data, and by service state achievement data storage to altogether It enjoys in memory, and reports the service state achievement data;
The service state achievement data is received and stored, and api interface is provided and uses the service shape for operation maintenance personnel State achievement data carries out quality monitoring.
According to the fourth aspect of the embodiment of the present application, a kind of non-transitorycomputer readable storage medium is provided, when described When instruction in storage medium is executed by the processor of controller so that controller side be able to carry out it is a kind of based on index system CDN quality of service monitoring method, comprising:
CDN service is provided, collects CDN service state index data, and by service state achievement data storage to altogether It enjoys in memory, and reports the service state achievement data;
The service state achievement data is received and stored, and api interface is provided and uses the service shape for operation maintenance personnel State achievement data carries out quality monitoring.
The technical solution that embodiments herein provides can include the following benefits:
Since edge device provides CDN service for netizen, that is, the various service requests of netizen are received, and collects CDN clothes Business state index data, and service state achievement data is stored in shared drive, and service state achievement data is reported These data are landed after giving central server cluster, central server cluster to receive these service state achievement datas Storage, and api interface is provided and carries out quality monitoring using the service state achievement data for operation maintenance personnel.In this way, using altogether It enjoys memory storage service state achievement data and expands data statistics writing range, shorten data collection cycle, so that service More comprehensively, operation maintenance personnel is more sensitive to the perception of service equipment service condition for state index data, according to more fully service shape State achievement data can preferably monitor the service equipment service condition in CDN system, to improve service effectiveness.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not The application can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the application Example, and together with specification it is used to explain the principle of the application.
Fig. 1 is a kind of structural schematic diagram of CDN quality of service monitoring system shown according to an exemplary embodiment.
Fig. 2 is a kind of structural schematic diagram of the CDN quality of service monitoring system shown according to another exemplary embodiment.
Fig. 3 is shared drive unit in a kind of CDN quality of service monitoring system shown according to another exemplary embodiment The realization mechanism logic chart of storing data.
Fig. 4 is a kind of flow diagram of the CDN quality of service monitoring method shown according to another exemplary embodiment.
Fig. 5 is a kind of structural schematic diagram of the CDN quality of service monitoring system shown according to another exemplary embodiment.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended The example of the consistent system and method for some aspects be described in detail in claims, the application.
Fig. 1 is a kind of structural schematic diagram of CDN quality of service monitoring system shown according to an exemplary embodiment.
As shown in Figure 1, including: the present embodiment provides system
Edge device 11 collects CDN service state index data for providing CDN service for netizen, and by the service State index data are stored into shared drive, and report the service state achievement data;
Central server cluster 12, the service state index number reported for receiving and storing the edge device According to, and api interface is provided and carries out quality monitoring using the service state achievement data for operation maintenance personnel.
For example, front end refers to according to service state after operation maintenance personnel obtains service state achievement data by using api interface Mark data draw table perhaps the operation maintenance personnel such as line chart by seeing that table or line chart can more intuitive monitoring service matter Amount.
Particularly, shared drive is a kind of technology of shared same region of memory of multiple processes, passes through system specified It calls and creates one piece of continuous linear address space in memory, and this block memory can also be discharged by system calling.One As, an edge device can receive multiple parallel request task processes, and the data that multiple processes are transmitted are stored to shared It is faster quicker to disk storage than landing in memory, data statistics writing range is expanded, data acquisition week is shortened Phase acquired hundred rank of item, after new method, data for example, the use of disk storage data acquisition intervals being originally one hour Acquisition interval is one minute, reduces overall calculation resource burden.
In the present embodiment, since edge device provides CDN service for netizen, that is, the various service requests of netizen are received, with And CDN service state index data are collected, and service state achievement data is stored in shared drive, and service state is referred to Mark data are reported to central server cluster, and central server cluster counts these after receiving these service state achievement datas According to carrying out landing storage, and api interface is provided and carries out quality monitoring using the service state achievement data for operation maintenance personnel.Such as This shortens data collection cycle using shared drive storage service state index data augmentation data statistics writing range, So that service state achievement data is more comprehensively, operation maintenance personnel is more sensitive to the perception of service equipment service condition, according to more comprehensively Service state achievement data can preferably monitor the service equipment service condition in CDN system, to improve service effectiveness.
Fig. 2 is a kind of structural schematic diagram of the CDN quality of service monitoring system shown according to another exemplary embodiment.
As shown in Fig. 2, system provided in this embodiment includes:
Edge device 11 collects CDN service state index data for providing CDN service for netizen, and by the service State index data are stored into shared drive, and report the service state achievement data;
Central server cluster 12, the service state index number reported for receiving and storing the edge device According to, and api interface is provided and carries out quality monitoring using the service state achievement data for operation maintenance personnel.
Further, the edge device includes:
Service unit 111, reporting unit 113 and shared drive unit 112;
The service unit is used to provide CDN service for netizen, collects CDN service state index data;
The service unit is also interacted with the shared drive unit, and the service state achievement data is stored to described In shared drive unit;
The reporting unit is used to the service state achievement data being reported to central server cluster.
It should be noted that may include multiple edge devices in a CDN node.
Further, the reporting unit is specifically used for: when reaching report cycle, the clothes are read from shared drive Business state index data are simultaneously reported to central server cluster;And reporting unit has the function of that period timing is upset, so that different Edge device reporting unit have different report cycles.
Further, the service state achievement data includes: request time, request size and request source.
Further, the central server cluster 12 includes:
Dispatch server 121, storage server 122, statistical server 123 and deployment services device 124;
The storage server and the statistical server exist in the form of cluster.
Further, the dispatch server is used for:
The service state achievement data is received, and optimal storage server is selected to carry out data landing.
Further, the storage server is used for data backup and Data Migration.
Further, the statistical server carries out parallelization operation to the service state achievement data.
Further, the deployment services device is for detecting the dispatch server, the storage server and the system Count the operation conditions of server.
Wherein, there is the logic generation for being responsible for collecting CDN service state index data during the logical process in service unit Code, provides resource service after service unit receives the request of netizen for netizen, then by the related service number of each request It is collected according to (i.e. CDN service state index data).Service unit is interacted by relevant interface with shared internal storage location, by phase Business datum storage is closed into shared drive unit.
It should be noted that service unit is asynchronous unplugged multiple progress structure, i.e., service unit is multiple, Ke Yijie Receive multiple independent process, the data of multiple independent process are stored in shared drive read for reporting unit after to server set Group reports.
It is understood that statistical module can be added in the flow chart of data processing of service unit, which can match The data item acquired needed for setting, data acquisition item can be, but not limited to include that request time, integrated flow, instant bandwidth, CPU are born Load and I/O load etc..
Reporting unit reading service state index data and is reported to center from shared drive according to report cycle, periodically Server cluster, report cycle can be by related personnel's self-settinies, for example, reading and reporting primary every 10 hours.On in addition, Declaration form member has the function of that period timing is upset, though timing, which is upset, refers to that distinct device has identical data report cycle, in the period Interior data report time point different, concurrently report this avoid same time point data and cause central server cluster Periodical high load the phenomenon that.
Dispatch server includes scheduling unit, after the service state achievement data received, according to deployment services device pair The monitored results of the operating status of storage server cluster select optimal storage server to carry out data storage, actively with true Follow-up equipment is protected to operate the sustainability of data.
Storage server includes storage unit and backup units, and storage unit therein is used for storage service state index number According to;Backup units are used for data backup.And storage server exists with the mode of cluster, has automatic data backup and data Shift function utmostly ensures the reliability of data.
Statistical server includes API unit and arithmetic element, and API unit is for providing api interface, standardization request format It is verified with to request source;Arithmetic element is used to meet statistics, calculates all operation management demands for uploading data.Than Such as, each arithmetic element in statistical server forms cluster, takes the program calculation mode of MapReduce, greatly improves calculating Utilization rate of equipment and installations under resource affluence state, the speed of response singly requested when improving from operation maintenance personnel to request of data.Wherein, MapReduce is a kind of program calculation mode of concurrent operation for large-scale dataset, by from Functional Programming With the characteristic borrowed in vector programming language, the interface of abstract operation and multiple programming is provided, programming is greatly facilitated Personnel will not distributed parallel programming in the case where, the program of oneself is operated on compartment system, improve large-scale data The arithmetic speed of operation, reduce the operation maintenance personnel waiting time, thus improve total system CDN service status data is perceived it is quick Sensitivity.
When it is implemented, being matched by statistical server according to business operation maintenance personnel is daily after data storage landing is ready to It sets or activly request, passively and actively responds all kinds of request demands and return to prefabricated formatted data, provided for business operation maintenance personnel The data for producing net operation behavior are supported.
Deployment services device includes deployment unit and detection unit, and deployment unit is for disposing calculation server cluster;Detection Unit is used to carry out periodic heartbeat detection, aware services device cluster to dispatch server, storage server and statistical server Operation conditions at present.Wherein heartbeat detection refers to that tester's timing sends a customized structural body (heartbeat to detected person Packet), to ensure the validity mechanism connected.In addition, related negative to server performance according to what is designed in customized structural body The data for carrying detection carry out elastic adjustment to storage server and statistical server, in the case where ensuring service invariant operation Reduce cost.
In the present embodiment, not only by using the data statistics write-in of shared drive storage service state index data augmentation Range shortens data collection cycle, so that service state achievement data is more comprehensively, operation maintenance personnel is to service equipment service condition Perception it is more sensitive, the service equipment industry in CDN system can be preferably monitored according to more fully service state achievement data Business state, and then realized the effect improved service quality.Further, also pass through design dispatch server, storage clothes Be engaged in device, statistical server and deployment services device, improve system reliability, it is ensured that monitoring system it is perfect, ensure that industry The immediate feedback for service quality of being engaged in reduces traffic failure feedback bring risk not in time to improve customer perception.
The application in order to better understand below explains the realization mechanism of shared drive unit storing data.
Shared drive is the most basic inter-process communication methods provided under Linux, it is invoked at by system specified One piece of continuous linear address space is created in memory, and this block memory can also be discharged by system calling.Using altogether The benefit for enjoying memory is to have modified in shared drive when multiple processes are using same shared drive in any one process After content, other processes can access modified content by accessing this section of shared drive.
For example, as shown in figure 3, process 1, process 1 and these three independent process of process 3 receive the business of three concurrent processes Data, these parallel business datums store in the shared drive created into memory modules.When process 1 has modified shared drive In content after, process 2 and process 3 pass through this section of shared drive of access also available modified content.Also, it is multiple only Vertical process operates shared drive unit using spin lock, realizes one of the service state achievement data in shared drive Cause property.
In the present embodiment, the resource request from netizen is divided into multiple stages, needed for each stage has respectively The important indicator of statistics, and the statistical indicator of the different requests of multiple concurrent processes is needed toward the same shared drive in the same time In deposit and write data, the spin lock by completing atomic operation solves the problems, such as data consistency in shared drive.
Fig. 4 is a kind of flow diagram of the CDN quality of service monitoring method shown according to another exemplary embodiment.
As shown in figure 4, method provided in this embodiment the following steps are included:
Step S41, provides CDN service;
Step S42 collects CDN service state index data;
Step S43, by service state achievement data storage into shared drive;
Step S44 reports the service state achievement data;
Step S45 receives and stores the service state achievement data, and provides api interface and use institute for operation maintenance personnel It states service state achievement data and carries out quality monitoring.
The specific implementation of the present embodiment may refer to the above-mentioned related description in relation in the system embodiment, herein not It repeats again.
Fig. 5 is a kind of structural schematic diagram of the CDN quality of service monitoring system shown according to another exemplary embodiment.
As shown in figure 5, system provided in this embodiment includes: processor 51;For storage processor executable instruction Memory 52;Wherein, the processor is configured to:
CDN service is provided;
Collect CDN service state index data;
By service state achievement data storage into shared drive;
Report the service state achievement data;
The service state achievement data is received and stored, and api interface is provided and uses the service shape for operation maintenance personnel State achievement data carries out quality monitoring.
About the system in above-described embodiment, wherein modules execute the concrete mode of operation in other embodiments In be described in detail, no detailed explanation will be given here.
It is understood that same or similar part can mutually refer in the various embodiments described above, in some embodiments Unspecified content may refer to the same or similar content in other embodiments.
It should be noted that term " first ", " second " etc. are used for description purposes only in the description of the present application, without It can be interpreted as indication or suggestion relative importance.In addition, in the description of the present application, unless otherwise indicated, the meaning of " multiple " Refer at least two.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discussed suitable Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be by the application Embodiment person of ordinary skill in the field understood.
It should be appreciated that each section of the application can be realized with hardware, software, firmware or their combination.Above-mentioned In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware Any one of column technology or their combination are realized: having a logic gates for realizing logic function to resource signal Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, can integrate in a processing module in each functional unit in each embodiment of the application It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any One or more embodiment or examples in can be combined in any suitable manner.
Although embodiments herein has been shown and described above, it is to be understood that above-described embodiment is example Property, it should not be understood as the limitation to the application, those skilled in the art within the scope of application can be to above-mentioned Embodiment is changed, modifies, replacement and variant.

Claims (10)

1. a kind of CDN quality of service monitoring system based on index system characterized by comprising
Edge device collects CDN service state index data, and the service state is referred to for providing CDN service for netizen Data storage is marked into shared drive, and reports the service state achievement data;
Central server cluster, the service state achievement data reported for receiving and storing the edge device, and mention Quality monitoring is carried out using the service state achievement data for operation maintenance personnel for api interface.
2. system according to claim 1, which is characterized in that the edge device includes:
Service unit, reporting unit and shared drive unit;
The service unit is used to provide CDN service for netizen, collects CDN service state index data;
The service unit is also interacted with the shared drive unit, and service state achievement data storage is shared to described In internal storage location;
The reporting unit is used to the service state achievement data being reported to central server cluster.
3. system according to claim 2, which is characterized in that the reporting unit is specifically used for: reaching report cycle When, the service state achievement data is read from shared drive and is reported to central server cluster;And reporting unit has Period timing upsets function, so that the reporting unit of different edge devices has different report cycles.
4. system according to claim 1, which is characterized in that the service state achievement data includes: request time, asks Ask size and request source.
5. system according to claim 1, which is characterized in that the central server cluster includes:
Dispatch server, storage server, statistical server and deployment services device;
The storage server and the statistical server exist in the form of cluster.
6. system according to claim 5, which is characterized in that the dispatch server is used for:
The service state achievement data is received, and optimal storage server is selected to carry out data landing.
7. system according to claim 5, which is characterized in that the storage server is moved for data backup and data It moves.
8. system according to claim 5, which is characterized in that the statistical server is to the service state achievement data Carry out parallelization operation.
9. system according to claim 5, which is characterized in that the deployment services device is for detecting the dispatch service The operation conditions of device, the storage server and the statistical server.
10. a kind of CDN quality of service monitoring method based on index system characterized by comprising
CDN service is provided;
Collect CDN service state index data;
By service state achievement data storage into shared drive;
And report the service state achievement data;
The service state achievement data is received and stored, and api interface is provided and is referred to for operation maintenance personnel using the service state It marks data and carries out quality monitoring.
CN201810979457.XA 2018-08-27 2018-08-27 CDN quality of service monitoring system and method based on index system Pending CN109167685A (en)

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Citations (5)

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Publication number Priority date Publication date Assignee Title
CN1859181A (en) * 2005-12-23 2006-11-08 华为技术有限公司 System and method for sharing internal storage cache between multiple stream servers
CN103037019A (en) * 2013-01-07 2013-04-10 北京华胜天成科技股份有限公司 Distributed data acquisition system and method based on cloud computing
CN103607453A (en) * 2013-11-19 2014-02-26 广州鸿根信息科技有限公司 Multifunctional interaction platform system based on cloud calculation
CN103778041A (en) * 2012-10-18 2014-05-07 腾讯科技(北京)有限公司 Data monitoring method and device for internet
CN107547589A (en) * 2016-06-27 2018-01-05 腾讯科技(深圳)有限公司 A kind of data acquisition treatment method and device

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1859181A (en) * 2005-12-23 2006-11-08 华为技术有限公司 System and method for sharing internal storage cache between multiple stream servers
CN103778041A (en) * 2012-10-18 2014-05-07 腾讯科技(北京)有限公司 Data monitoring method and device for internet
CN103037019A (en) * 2013-01-07 2013-04-10 北京华胜天成科技股份有限公司 Distributed data acquisition system and method based on cloud computing
CN103607453A (en) * 2013-11-19 2014-02-26 广州鸿根信息科技有限公司 Multifunctional interaction platform system based on cloud calculation
CN107547589A (en) * 2016-06-27 2018-01-05 腾讯科技(深圳)有限公司 A kind of data acquisition treatment method and device

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Application publication date: 20190108