Towards Efficient Delivery of Dynamic Web Content

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Please use this identifier to cite or link to this item: http://hdl.handle.net/1853/7646

Title: Towards Efficient Delivery of Dynamic Web Content
Author: Ramaswamy, Lakshmish Macheeri
Abstract: Advantages of cache cooperation on edge cache networks serving dynamic web content were studied. Design of cooperative edge cache grid a large-scale cooperative edge cache network for delivering highly dynamic web content with varying server update frequencies was presented. A cache clouds-based architecture was proposed to promote low-cost cache cooperation in cooperative edge cache grid. An Internet landmarks-based scheme, called selective landmarks-based server-distance sensitive clustering scheme, for grouping edge caches into cooperative clouds was presented. Dynamic hashing technique for efficient, load-balanced, and reliable documents lookups and updates was presented. Utility-based scheme for cooperative document placement in cache clouds was proposed. The proposed architecture and techniques were evaluated through trace-based simulations using both real-world and synthetic traces. Results showed that the proposed techniques provide significant performance benefits. A framework for automatically detecting cache-effective fragments in dynamic web pages was presented. Two types of fragments in web pages, namely, shared fragments and lifetime-personalization fragments were identified and formally defined. A hierarchical fragment-aware web page model called the augmented-fragment tree model was proposed. An efficient algorithm to detect maximal fragments that are shared among multiple documents was proposed. A practical algorithm for detecting fragments based on their lifetime and personalization characteristics was designed. The proposed framework and algorithms were evaluated through experiments on real web sites. The effect of adopting the detected fragments on web-caches and origin-servers is experimentally studied.
Type: Dissertation
URI: http://hdl.handle.net/1853/7646
Date: 2005-08-26
Publisher: Georgia Institute of Technology
Subject: Automatic fragment detection
Fragment-based caching
Cooperative edge caching
Edge computing
Dynamic content caching
Dynamic web content
World Wide Web
Cache memory
Hashing (Computer science)
Department: Computing
Advisor: Committee Chair: Dr. Ling Liu; Committee Member: Dr. Arun Iyengar; Committee Member: Dr. Calton Pu; Committee Member: Dr. H. Venkateswaran; Committee Member: Dr. Mustaque Ahamad
Degree: Ph.D.

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