A framework for supporting previewing and VCR operations in a low bandwidth environment
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Design and implementation of a soft caching proxy
Computer Networks and ISDN Systems - Selected papers of the 3rd international caching workshop
Data mining: concepts and techniques
Data mining: concepts and techniques
Exploiting Data Mining Techniques for Broadcasting Data in Mobile Computing Environments
IEEE Transactions on Knowledge and Data Engineering
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Modeling Rate-Based Dynamic Cache Sharing for Distributed VOD Systems
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
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
Scalable Server and Storage Architectures for Video Streaming
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
Feedback control mechanisms for real-time multipoint video services
IEEE Journal on Selected Areas in Communications
MPEG video streaming with VCR-functionality
IEEE Transactions on Circuits and Systems for Video Technology
Distributed prefetching scheme for random seek support in peer-to-peer streaming applications
Proceedings of the ACM workshop on Advances in peer-to-peer multimedia streaming
Headlight prefetching for mobile media streaming
MobiDE '07 Proceedings of the 6th ACM international workshop on Data engineering for wireless and mobile access
Probabilistic Seeking Prediction in P2P VoD Systems
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
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The randomly and unpredictable user behaviors during a multimedia presentation may cause the long retrieval latency in the client–server connection. To accommodate the above problem, we propose a prefetching scheme that using the association rules from the data mining technique. The data mining technique can provide some priority information such as the support, confidence, and association rules which can be utilized for prefetching continuous media. Thus, using the data mining technique, the proposed prefetching policy can predict user behaviors and evaluate segments that may be accessed in near future. The proposed prefetching scheme was implemented and tested on synthetic data to estimate its effectiveness. Performance experiments show that the proposed prefetching scheme is effective in improving the latency reduction, even for small cache sizes.