Using speculation to reduce server load and service time on the WWW
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Informed prefetching and caching
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
Using predictive prefetching to improve World Wide Web latency
ACM SIGCOMM Computer Communication Review
Prefetching in segmented disk cache for multi-disk systems
Proceedings of the fourth workshop on I/O in parallel and distributed systems: part of the federated computing research conference
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
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Predicting users' requests on the WWW
UM '99 Proceedings of the seventh international conference on User modeling
Dictionary selection using partial matching
Information Sciences: an International Journal
A methodology for workload characterization of E-commerce sites
Proceedings of the 1st ACM conference on Electronic commerce
A prediction system for multimedia pre-fetching in Internet
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Characterizing Web user sessions
ACM SIGMETRICS Performance Evaluation Review
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
EW 7 Proceedings of the 7th workshop on ACM SIGOPS European workshop: Systems support for worldwide applications
A survey of web caching schemes for the Internet
ACM SIGCOMM Computer Communication Review
Predicting web actions from HTML content
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
Adaptive control of pre-fetching
Performance Evaluation
Coordinated data prefetching by utilizing reference information at both proxy and web servers
ACM SIGMETRICS Performance Evaluation Review
Keeping Up with the Changing Web
Computer
The case for geographical push-caching
HOTOS '95 Proceedings of the Fifth Workshop on Hot Topics in Operating Systems (HotOS-V)
Multiple Query Optimization in PBASE/3
HPC '00 Proceedings of the The Fourth International Conference on High-Performance Computing in the Asia-Pacific Region-Volume 2 - Volume 2
Determining WWW User's Next Access and Its Application to Pre-fetching
ISCC '97 Proceedings of the 2nd IEEE Symposium on Computers and Communications (ISCC '97)
Neural Nets Based Predictive Prefetching to Tolerate WWW Latency
ICDCS '00 Proceedings of the The 20th International Conference on Distributed Computing Systems ( ICDCS 2000)
Reducing Web Latency with Hierarchical Cache-Based Prefetching
ICPP '00 Proceedings of the 2000 International Workshop on Parallel Processing
Popularity-Based PPM: An Effective Web Prefetching Technique for High Accuracy and Low Storage
ICPP '02 Proceedings of the 2002 International Conference on Parallel Processing
Partial prefetch for faster surfing in composite hypermedia
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
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
Reducing file system latency using a predictive approach
USTC'94 Proceedings of the USENIX Summer 1994 Technical Conference on USENIX Summer 1994 Technical Conference - Volume 1
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
Rate of change and other metrics: a live study of the world wide web
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Alleviating the latency and bandwidth problems in WWW browsing
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Web prefetching performance metrics: a survey
Performance Evaluation
A user-focused evaluation of web prefetching algorithms
Computer Communications
Centralized Web Proxy Services: Security and Privacy Considerations
IEEE Internet Computing
Integrating recommendation models for improved web page prediction accuracy
ACSC '08 Proceedings of the thirty-first Australasian conference on Computer science - Volume 74
Web prefetch performance evaluation in a real environment
Proceedings of the 4th international IFIP/ACM Latin American conference on Networking
Using current web page structure to improve prefetching performance
Computer Networks: The International Journal of Computer and Telecommunications Networking
Fluxo: a system for internet service programming by non-expert developers
Proceedings of the 1st ACM symposium on Cloud computing
An integrated model for next page access prediction
International Journal of Knowledge and Web Intelligence
Cost-Benefit analysis of web prefetching algorithms from the user’s point of view
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
How far can client-only solutions go for mobile browser speed?
Proceedings of the 21st international conference on World Wide Web
A framework of online proxy-based web prefetching
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
Similarity-based web browser optimization
Proceedings of the 23rd international conference on World wide web
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The rapid increase of World Wide Web users and the development of services with high bandwidth requirements have caused the substantial increase of response times for users on the Internet. Web latency would be significantly reduced, if browser, proxy or Web server software could make predictions about the pages that a user is most likely to request next, while the user is viewing the current page, and prefetch their content.In this paper we study Predictive Prefetching on a totally new Web system architecture. This is a system that provides two levels of caching before information reaches the clients. This work analyses prefetching on a Wide Area Network with the above mentioned characteristics. We first provide a structured overview of predictive prefetching and show its wide applicability to various computer systems. The WAN that we refer to is the GRNET academic network in Greece. We rely on log files collected at the network's Transparent cache (primary caching point), located at GRNET's edge connection to the Internet. We present the parameters that are most important for prefetching on GRNET's architecture and provide preliminary results of an experimental study, quantifying the benefits of prefetching on the WAN. Our experimental study includes the evaluation of two prediction algorithms: an “n most popular document” algorithm and a variation of the PPM (Prediction by Partial Matching) prediction algorithm. Our analysis clearly shows that Predictive prefetching can improve Web response times inside the GRNET WAN without substantial increase in network traffic due to prefetching.