A filtering algorithm for Web caches

被引:2
|
作者
Kurcewicz, M [1 ]
Sylwestrzak, W [1 ]
Wierzbicki, A [1 ]
机构
[1] Warsaw Univ, Interdisciplinary Ctr Math & Computat Modeling, PL-02106 Warsaw, Poland
来源
COMPUTER NETWORKS AND ISDN SYSTEMS | 1998年 / 30卷 / 22-23期
关键词
proxy cache; performance analysis;
D O I
10.1016/S0169-7552(98)00241-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most proxies use an aggressive caching policy: they cache all objects that can be cached. This policy has the advantage that given sufficient disk space it maximizes the hit rate. However, maximizing hit rate does not necessarily maximize proxy cache performance. Cache administrators often report that disks are the main bottleneck of busy cache servers. Overloaded disks increase service time, which results in overall lower performance of the proxy. The high disk load is caused mainly by writing all cacheable objects to disk. As an alternative caching policy, we propose the use of filtering algorithms. These algorithms filter out from the request stream objects that are likely to be accessed in the future. Only these objects are cached, others are forwarded to clients without making a local copy. We present a filtering algorithm that bases on sharing of origin servers among clients. We show that our approach gives a significantly lower disk load while maintaining high hit rates. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:2203 / 2209
页数:7
相关论文
共 50 条
  • [31] Exploitation of different types of locality for web caches
    Karakostas, G
    Serpanos, DN
    ISCC 2002: SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, PROCEEDINGS, 2002, : 207 - 212
  • [32] Hash routing for collections of shared Web caches
    Ross, KW
    IEEE NETWORK, 1997, 11 (06): : 37 - 44
  • [33] Indexed Bloom Filters for Web Caches Summaries
    Lefebvre, Sylvain
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2013, 8083 : 507 - 516
  • [34] A novel content classification scheme for web caches
    Sajeev G.P.
    Sebastian M.P.
    Evolving Systems, 2011, 2 (2) : 101 - 118
  • [35] A parallel simulator for distributed and cooperative Web caches
    Brandao, RF
    Anido, RD
    FIFTH IEEE INTERNATIONAL WORKSHOP ON DISTRIBUTED SIMULATION AND REAL-TIME APPLICATIONS, PROCEEDINGS, 2001, : 113 - 120
  • [36] An adaptive hierarchy management system for web caches
    Desai, PA
    Subhlok, J
    IC'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET COMPUTING, VOLS 1 AND 2, 2003, : 471 - 477
  • [37] A REPLACEMENT ALGORITHM FOR HIGHLY ASSOCIATIVE CACHES
    PEHA, JM
    CA-DSP 89, VOLS 1 AND 2: 1989 INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND DIGITAL SIGNAL PROCESSING, 1989, : 287 - 292
  • [38] Study on collaborative filtering recommendation algorithm based on web user clustering
    Chen, Ke
    Peng, Zhiping
    Ke, Wende
    International Journal of Wireless and Mobile Computing, 2012, 5 (04) : 401 - 408
  • [39] Aquaculture information recommendation based on collaborative filtering algorithm and web logs
    Zhen Z.
    Wang L.
    Zhang Y.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2017, 33 : 260 - 265
  • [40] A metagenetic algorithm for information filtering and collection from the World Wide Web
    Zacharis, ZN
    Panayiotopoulos, T
    EXPERT SYSTEMS, 2001, 18 (02) : 99 - 108