The server and its cache optimization method based on transparent service platform data access

A service platform and data access technology, applied in the field of computer networks, can solve the problems of ineffective caching strategy, lack of research work on transparent computing user access behavior, etc.

Active Publication Date: 2020-05-08
CENT SOUTH UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The effect of using traditional caching strategies is not significant;
[0013] (3) The user's current behavior determines its next access behavior to a certain extent. As the source of data access, the user has an important impact on the cache prefetch strategy, but there is currently a lack of research on transparent computing user access behavior

Method used

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  • The server and its cache optimization method based on transparent service platform data access
  • The server and its cache optimization method based on transparent service platform data access
  • The server and its cache optimization method based on transparent service platform data access

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0063] This embodiment discloses a server-side cache optimization method based on transparent service platform data access.

[0064] In the transparent service platform, the transparent terminal without a hard disk accesses the data stored on the server with the help of virtual disk technology, and realizes the remote loading and operation of the terminal operating system. figure 1 It is the interaction process between the service management platform and the transparent client. The request packet sent by the client to the server contains the original data set of user behavior, from which the characteristic values ​​representing user behavior are extracted: TYPE, IP, OFFSET, DATA LENGTH, TIME. TYPE is the operation code of the data packet, describing the request of establishing a session, disconnecting a session, reading, writing, etc., which contains 6 types of operation codes. IP is the IP of the client sending the data packet, which is used to identify the client. OFFSET d...

Embodiment 2

[0098] Corresponding to the foregoing method embodiments, this embodiment discloses a server for executing the foregoing methods.

[0099] Referring to Embodiment 1, the cache optimization method of the server based on transparent service platform data access performed by the server in this embodiment includes:

[0100] Perform frequency statistics on a large number of end users' access behaviors to transparent computing server data blocks in different time intervals, and use information entropy to quantify users' data block access behaviors to determine whether the current user access behaviors are centralized;

[0101] When it is judged that the user's access behavior is centralized, screen out the data blocks with high frequency of current visits, and use the exponential smoothing prediction algorithm to predict the access frequency distribution of the screened out data blocks for a period of time in the future;

[0102] Optimize the cache on the server side according to th...

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Abstract

The invention relates to computer network technology, and discloses a server based on transparent service platform data access and a caching optimization method thereof, so as to improve the hit rate of caching and improve the service quality of transparent computing. The method of the present invention includes: counting the frequency of access behaviors of a large number of terminal users to transparent computing server data blocks in time intervals, and using information entropy to quantify the user data block access behaviors to determine whether the current user access behaviors are centralized; When judging that the user's access behavior is centralized, screen out the currently accessed data blocks with high frequency, and use the exponential smoothing prediction algorithm to predict the access frequency distribution of the screened out data blocks for a period of time in the future; according to the predicted frequency The distribution results are optimized for caching on the server side.

Description

technical field [0001] The invention relates to computer network technology, in particular to a server end based on transparent service platform data access and a caching optimization method thereof. Background technique [0002] In recent years, cloud computing, as a typical representative of network computing mode, has transformed computing from software and hardware-centric to a service-oriented mode, which can transmit storage and computing resources from the server to the client according to the needs of end users. Transparent computing is a special case of cloud computing. It is a new user-centric service model designed to provide users with ubiquitous transparent services. The transparent service platform consists of a transparent client equipped with a lightweight microkernel operating system, a transparent network, and a server management platform that provides data services. The main function of the server is to provide transparent computing data access services a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/08
CPCH04L67/10H04L67/568H04L67/60
Inventor 盛津芳李伟民陈琳侯翔宇
Owner CENT SOUTH UNIV
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