Modeling of time and document aging for request prediction—one step further
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Performance modelling of speculative prefetching for compound requests in low bandwidth networks
WOWMOM '00 Proceedings of the 3rd ACM international workshop on Wireless mobile multimedia
A conceptual framework for network and client adaptation
Mobile Networks and Applications
ARIMA time series modeling and forecasting for adaptive I/O prefetching
ICS '01 Proceedings of the 15th international conference on Supercomputing
Language and Compiler Support for Adaptive Distributed Applications
OM '01 Proceedings of the 2001 ACM SIGPLAN workshop on Optimization of middleware and distributed systems
Predicting web actions from HTML content
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
Performance Optimization Problem in Speculative Prefetching
IEEE Transactions on Parallel and Distributed Systems
Proactive Power-Aware Cache Management for Mobile Computing Systems
IEEE Transactions on Computers
Coordinated data prefetching by utilizing reference information at both proxy and web servers
ACM SIGMETRICS Performance Evaluation Review
Resource-aware speculative prefetching in wireless networks
Wireless Networks
Effect of Speculative Prefetching on Network Load in Distributed Systems
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
What Do Hyperlink-Proposals and Request-Prediction Have in Common?
ADVIS '00 Proceedings of the First International Conference on Advances in Information Systems
An Agent Enhanced Framework to Support Pre-dispatching of Tasks in Workflow Management Systems
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Flexible Integrated Cache for Efficient Information Access in Mobile Computing Environments
IMWS '01 Revised Papers from the NSF Workshop on Developing an Infrastructure for Mobile and Wireless Systems
Optimizing web servers using page rank prefetching for clustered accesses
Information Sciences—Informatics and Computer Science: An International Journal - Internet computing
Integrated document caching and prefetching in storage hierarchies based on Markov-chain predictions
The VLDB Journal — The International Journal on Very Large Data Bases
Utilising the Event Calculus for Policy Driven Adaptation on Mobile Systems
POLICY '02 Proceedings of the 3rd International Workshop on Policies for Distributed Systems and Networks (POLICY'02)
Simulation in Web data management
Applied system simulation
Web caching: a way to improve web QoS
Journal of Computer Science and Technology
Link prefetching in Mozilla: a server-driven approach
Web content caching and distribution
Multiuser prefetching with queuing prioritization in heterogeneous wireless systems
QShine '06 Proceedings of the 3rd international conference on Quality of service in heterogeneous wired/wireless networks
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Performance analysis of a client-side caching/prefetching system for Web traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
A user-focused evaluation of web prefetching algorithms
Computer Communications
An Intelligent Technique for Controlling Web Prefetching Costs at the Server Side
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Prefetching based on web usage mining
Proceedings of the ACM/IFIP/USENIX 2003 International Conference on Middleware
Cache-miss-initiated prefetch in mobile environments
Computer Communications
Prefetching scheme considering mobile user’s preference in mobile networks
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Fuzzy-Based prefetching scheme for effective information support in mobile networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
Predictive prefetching of context-aware information in mobile networks
EUC'06 Proceedings of the 2006 international conference on Emerging Directions in Embedded and Ubiquitous Computing
A comparison of prediction algorithms for prefetching in the current web
Journal of Web Engineering
The effect of Web caching on network planning
Computer Communications
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In this paper, we present an adaptive prefetch scheme for network use, in which we download files that will very likely be requested in the near future, based on the user access history and the network conditions. Our prefetch scheme consists of two parts: a prediction module and a threshold module. In the prediction module, we estimate the probability with which each file will be requested in the near future. In the threshold module, we compute the prefetch threshold for each related server, the idea being that the access probability is compared to the prefetch threshold. An important contribution of this paper is that we derive a formula for the prefetch threshold to determine its value dynamically based on system load, capacity, and the cost of time and system resources to the user. We also show that by prefetching those files whose access probability is greater than or equal to its server's prefetch threshold, a lower average cost can always be achieved. As an example, we present a prediction algorithm for web browsing. Simulations of this prediction algorithm show that, by using access information from the client, we can achieve high successful prediction rates, while using that from the server generally results in more hits