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Optimization Campus Network Cache with Two Value Hopfield Network Model

Author: LiJun
Tutor: GuoWenDong; ChenYunRu
School: Hebei University of Science and Technology
Course: Computer technology
Keywords: Hopfield model CACTI SNMP Traffic identification Cache scheduling
CLC: TP393.18
Type: Master's thesis
Year: 2013
Downloads: 2
Quote: 0
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This paper raised another intelligent scheduling strategy of cache update from thestudy of the network egress traffic point of view, on the basis of Xingtai PolytechnicCollege and Lanchi Group and Logistics Park’s network. That is trying use artificialintelligence methods to achieve cache server cache update schedule.The completion of the project mainly includes the following three aspects:Deployment and monitoring environment port mapping, environmental monitoringdeployed mainly complete in the centre of the switch and configured with the SNMPprotocol, collect traffic with TRAP and active through the periodic query, monitoringCACTI graphics done by configuring the flow of the data storage and the front display.Hopfield model and cache code, the content of this part is actually consists of twomain work. One is the completion of a pass-through mode Squid cache configuration, andthe other is the protocol classification and Hopfield mode implementation, the content ofthis part is the core content of the entire project, which is more difficult to implement inthe project.The project’s final test and application result display. The content of this part mainlyconfigured by viewing and comparison of outlet flow before and after the change, as wellas the flow of real-time weather maps to validate the final results.From a practical point of view operating results, the efficiency of several parks cacheupdate has reached more than20%, to a certain extent, reduce the outlet pressure, but alsoproved that in the cache policy scheduling Hopfield model has a promotional value.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > Local area network (LAN), metropolitan - area network (MAN) > Campus network, enterprise network (Intranet)
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