A caching relay for the World Wide Web
Selected papers of the first conference on World-Wide Web
A study of integrated prefetching and caching strategies
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Using predictive prefetching to improve World Wide Web latency
ACM SIGCOMM Computer Communication Review
Removal policies in network caches for World-Wide Web documents
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Generating representative Web workloads for network and server performance evaluation
SIGMETRICS '98/PERFORMANCE '98 Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Proxy caching that estimates page load delays
Selected papers from the sixth international conference on World Wide Web
Improving end-to-end performance of the Web using server volumes and proxy filters
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
Web prefetching between low-bandwidth clients and proxies: potential and performance
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Summary cache: a scalable wide-area web cache sharing protocol
IEEE/ACM Transactions on Networking (TON)
Link prediction and path analysis using Markov chains
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
SAIU: an efficient cache replacement policy for wireless on-demand broadcasts
Proceedings of the ninth international conference on Information and knowledge management
Rule-assisted prefetching in Web-server caching
Proceedings of the ninth international conference on Information and knowledge management
Mining web logs for prediction models in WWW caching and prefetching
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting web actions from HTML content
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
Summary of WWW characterizations
World Wide Web
Prediction of Web Page Accesses by Proxy Server Log
World Wide Web
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Proxy Cache Algorithms: Design, Implementation, and Performance
IEEE Transactions on Knowledge and Data Engineering
Integrated document caching and prefetching in storage hierarchies based on Markov-chain predictions
The VLDB Journal — The International Journal on Very Large Data Bases
Predictive caching and prefetching of query results in search engines
WWW '03 Proceedings of the 12th international conference on World Wide Web
Characteristics of WWW Client-based Traces
Characteristics of WWW Client-based Traces
Optimizing result prefetching in web search engines with segmented indices
ACM Transactions on Internet Technology (TOIT)
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Mining longest repeating subsequences to predict world wide web surfing
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Exploring the bounds of web latency reduction from caching and prefetching
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Cost-aware WWW proxy caching algorithms
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
World Wide Web caching: trends and techniques
IEEE Communications Magazine
Hash routing for collections of shared Web caches
IEEE Network: The Magazine of Global Internetworking
Efficient Cache Replacement in Mobile Environment Using Data Profit
ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1
Performance analysis of a client-side caching/prefetching system for Web traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Predicting WWW surfing using multiple evidence combination
The VLDB Journal — The International Journal on Very Large Data Bases
A clustering-based prefetching scheme on a Web cache environment
Computers and Electrical Engineering
A method of selecting and transcoding content for mobile web service
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
A novel server-side proxy caching strategy for large-scale multimedia applications
Journal of Parallel and Distributed Computing
Pre-service and post-transcoding schema for an adaptive PC to mobile web contents transcoding system
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Efficient web browsing with perfect anonymity using page prefetching
ICA3PP'10 Proceedings of the 10th international conference on Algorithms and Architectures for Parallel Processing - Volume Part I
Short Survey: A taxonomy of web prediction algorithms
Expert Systems with Applications: An International Journal
Improving the performance of the web proxy server through group prefetching
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
A random indexing approach for web user clustering and web prefetching
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Novel Approaches for Integrating MART1 Clustering Based Pre-Fetching Technique with Web Caching
International Journal of Information Technology and Web Engineering
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Web caching and Web prefetching are two important techniques used to reduce the noticeable response time perceived by users. Note that by integrating Web caching and Web prefetching, these two techniques can complement each other since the Web caching technique exploits the temporal locality, whereas Web prefetching technique utilizes the spatial locality of Web objects. However, without circumspect design, the integration of these two techniques might cause significant performance degradation to each other. In view of this, we propose in this paper an innovative cache replacement algorithm, which not only considers the caching effect in the Web environment, but also evaluates the prefetching rules provided by various prefetching schemes. Specifically, we formulate a normalized profit function to evaluate the profit from caching an object (i.e., either a nonimplied object or an implied object according to some prefetching rule). Based on the normalized profit function devised, we devise an innovative Web cache replacement algorithm, referred to as Algorithm IWCP (standing for the Integration of Web Caching and Prefetching). Using an event-driven simulation, we evaluate the performance of Algorithm IWCP under several circumstances. The experimental results show that Algorithm IWCP consistently outperforms the companion schemes in various performance metrics.