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Proposed ALFUR using intelegent agent comparing with LFU ...
Web cache replacement plays important role in increasing the performance and speed of browsing web sites using internet. This paper highlights a new proposed Average Least Frequency Used Removal (ALFUR) and compares it with web cache replacement techniques like (LFU, LRU, SIZE, and PCCIA). Hit Ratio (HR) and Byte Hit Ratio (BHR) were used to measure the performance of these algorithms, and it ......
Intelligent Cooperative Least Recently Used Web Caching ...
S. S. Ali, W. and A. Ismail. Intelligent web proxy caching approaches based on machine learning techniques. Decision Support Systems, 53(3):565-579, 2012. Google Scholar Digital Library; W. Ali and S. M. Shamsuddin. Intelligent client-side web caching scheme based on least recently used algorithm and neuro-fuzzy system....
 Integration of Caching and Prefetching in Proxy Server
Least Recently Used (LRU), Least Frequently Used (LFU) ... The Neuro fuzzy System in Client side caching is discussed [11]. II. WEB CACHING Web caching is the technique in which to keep the clients used web objects into the cache memory of proxy server. By placing the web objects into proxy server, it is reduces ......
Enhancing proxy based web caching system using clustering ...
This algorithm gives the average number of hit rate. Apart from these some of the intelligent web caching algorithms are Intelligent Client Side Web Caching Scheme based on Least Recently used algorithm and Neuro-fuzzy system by Ali &Shamsuddin (2009)],NNPCR by cob & Elaarag (2008) and many more algorithms....
Intelligent Web proxy caching approaches based on machine ...
W. Ali, S. ShamsuddinIntelligent client-side web caching scheme based on least recently used algorithm and neuro-fuzzy system W. Yu, H. He, N. Zhang (Eds.), Advances in Neural Networks — ISNN 2009, Springer, Berlin/Heidelberg (2009), pp. 70-79...
Performance Improvement of Least-Recently- Used Policy in ...
Least-Recently-Used (LRU) policy is the most common proxy cache replacement policy among all the conventional Web proxy caching algorithms, which widely used in the real and simulation environments [2-3, 8, 14, 16]. The LRU policy takes into account just the recency factor of the cached objects in cache replacement process....
List of Open Access publications for International Journal ...
Integration of Least Recently Used Algorithm and Neuro-Fuzzy System into Client-side Web Caching : Waleed Ali Ahmed, Siti Mariyam Shamsuddin : Pages - 1 - 15 | Revised - 20-02-2009 | Published - 15-03-2009 : Full Text Available (671.68KB) MORE INFORMATION
Intelligent Naïve Bayes-based approaches for Web proxy caching
Web proxy caching is one of the most successful solutions for improving the performance of Web-based systems. In Web proxy caching, the popular Web objects that are likely to be revisited in the near future are stored on the proxy server, which plays the key roles between users and Web sites in reducing the response time of user requests and saving the network bandwidth....
1. Introduction
In most of these studies, an intelligent supervised machine learning technique was employed in Web caching individually or integrated just with Least- recently used (LRU) algorithm. In addition, they utilize an artificial neural network (ANN) in Web proxy caching although ANN training may consume more time and require extra computational overhead....
International Journal of Computer Science and Security ...
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