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SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
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Predicting web actions from HTML content
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Adaptive Push-Pull: Disseminating Dynamic Web Data
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Predictive Statistical Models for User Modeling
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Summary of WWW characterizations
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Prediction of Web Page Accesses by Proxy Server Log
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WWW Traffic Reduction and Load Balancing through Server-Based Caching
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Proxy Cache Algorithms: Design, Implementation, and Performance
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Query Merging: Improving Query Subscription Processing in a Multicast Environment
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VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
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Short Survey: A taxonomy of web prediction algorithms
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On caching search engine query results
Computer Communications
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We present two server-initiated protocols to improve the performance of distributed information systems WWW. Our first protocol is a hierarchical data dissemination mechanism that allows information to propagate from its producers to servers that are closer to its consumers. This dissemination reduces network traffic and balances load amongst servers by exploiting geographic and temporal locality of reference properties exhibited in client access patterns. Our second protocol relies on speculative service, whereby a request for a document is serviced by sending, in addition to the document requested, a number of other documents that the server speculates will be requested in the near future. This speculation reduces service time by exploiting the spatial locality of reference property. We present results of trace-driven simulations that quantify the attainable performance gains for both protocols.