ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS
The problem of increasing the efficiency of cache systems using artificial intelligence techniques is considered. The formalized statement of raising the cache effectiveness on the basis of the set-theoretic mathematical tools is described. The fuzzy logic application technology for determining the...
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| Format: | Article |
| Language: | Russian |
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Don State Technical University
2018-07-01
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| Series: | Вестник Донского государственного технического университета |
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| Online Access: | https://vestnik.donstu.ru/jour/article/view/671 |
| _version_ | 1819016472565907456 |
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| author | Alexander Igorevich Zhukov |
| author_facet | Alexander Igorevich Zhukov |
| author_sort | Alexander Igorevich Zhukov |
| collection | DOAJ |
| description | The problem of increasing the efficiency of cache systems using artificial intelligence techniques is considered. The formalized statement of raising the cache effectiveness on the basis of the set-theoretic mathematical tools is described. The fuzzy logic application technology for determining the victim which implements the calculation of cache values for object in cache memory is considered. It is first offered to use spatial locality of the web-resource as one of its basic characteristics applying to the input of the fuzzy logic system. The definition of this characteristic is based on the uniform resource identifier URI. The technique for the adaptation of fuzzy systems through the synthesis of the linguistic model using the method of fuzzy clustering is defined. Besides, the experimental study of the algorithm developed on the simulation stand for traces obtained through the proxy cache Squid is resulted. |
| first_indexed | 2024-12-21T02:48:10Z |
| format | Article |
| id | doaj.art-73b9f3d98de741b4a7eee798c91d2e43 |
| institution | Directory Open Access Journal |
| issn | 1992-5980 1992-6006 |
| language | Russian |
| last_indexed | 2024-12-21T02:48:10Z |
| publishDate | 2018-07-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Вестник Донского государственного технического университета |
| spelling | doaj.art-73b9f3d98de741b4a7eee798c91d2e432022-12-21T19:18:30ZrusDon State Technical UniversityВестник Донского государственного технического университета1992-59801992-60062018-07-011285461663ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERSAlexander Igorevich Zhukov0Don State Technical University.The problem of increasing the efficiency of cache systems using artificial intelligence techniques is considered. The formalized statement of raising the cache effectiveness on the basis of the set-theoretic mathematical tools is described. The fuzzy logic application technology for determining the victim which implements the calculation of cache values for object in cache memory is considered. It is first offered to use spatial locality of the web-resource as one of its basic characteristics applying to the input of the fuzzy logic system. The definition of this characteristic is based on the uniform resource identifier URI. The technique for the adaptation of fuzzy systems through the synthesis of the linguistic model using the method of fuzzy clustering is defined. Besides, the experimental study of the algorithm developed on the simulation stand for traces obtained through the proxy cache Squid is resulted.https://vestnik.donstu.ru/jour/article/view/671cache systemfuzzy logicfuzzy clusteringadaptive caching system. |
| spellingShingle | Alexander Igorevich Zhukov ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS Вестник Донского государственного технического университета cache system fuzzy logic fuzzy clustering adaptive caching system. |
| title | ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS |
| title_full | ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS |
| title_fullStr | ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS |
| title_full_unstemmed | ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS |
| title_short | ADAPTIVE FUZZY CACHING ALGORITHM FOR PROXY SERVERS |
| title_sort | adaptive fuzzy caching algorithm for proxy servers |
| topic | cache system fuzzy logic fuzzy clustering adaptive caching system. |
| url | https://vestnik.donstu.ru/jour/article/view/671 |
| work_keys_str_mv | AT alexanderigorevichzhukov adaptivefuzzycachingalgorithmforproxyservers |