Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Sleepers and workaholics: caching strategies in mobile environments
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Broadcast disks: data management for asymmetric communication environments
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Proxy caching that estimates page load delays
Selected papers from the sixth international conference on World Wide Web
Wireless integrated network sensors
Communications of the ACM
Replacement policies for a proxy cache
IEEE/ACM Transactions on Networking (TON)
SAIU: an efficient cache replacement policy for wireless on-demand broadcasts
Proceedings of the ninth international conference on Information and knowledge management
On improving the performance of cache invalidation in mobile environments
Mobile Networks and Applications
Proactive Power-Aware Cache Management for Mobile Computing Systems
IEEE Transactions on Computers
Operating Systems Theory
Proxy Cache Algorithms: Design, Implementation, and Performance
IEEE Transactions on Knowledge and Data Engineering
Exploiting Data Mining Techniques for Broadcasting Data in Mobile Computing Environments
IEEE Transactions on Knowledge and Data Engineering
Knowledge Mining by Imprecise Querying: A Classification-Based Approach
Proceedings of the Eighth International Conference on Data Engineering
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
A Scalable Low-Latency Cache Invalidation Strategy for Mobile Environments
IEEE Transactions on Knowledge and Data Engineering
Performance Evaluation of an Optimal Cache Replacement Policy for Wireless Data Dissemination
IEEE Transactions on Knowledge and Data Engineering
Integrating Web Caching and Web Prefetching in Client-Side Proxies
IEEE Transactions on Parallel and Distributed Systems
A generalized target-driven cache replacement policy for mobile environments
Journal of Parallel and Distributed Computing
A data mining approach for location prediction in mobile environments
Data & Knowledge Engineering
Energy-efficient data caching and prefetching for mobile devices based on utility
Mobile Networks and Applications
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
Energy efficient cache invalidation in a disconnected wireless mobile environment
International Journal of Ad Hoc and Ubiquitous Computing
Cache-miss-initiated prefetch in mobile environments
Computer Communications
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Caching is a key technique in mobile computing environment for improving the data retrieval performance. Due to cache size limitations, cache replacement algorithms are used to find a suitable subset of items for eviction from the cache. It has been observed that cached items in a client are related to each other and therefore replacement of a data item which is highly associated may lead to series of misses during client's subsequent requests. The existing policies for cache replacement in mobile environment do not consider relationship among data items along with caching parameters. This paper proposes a novel cache replacement policy, R-LPV that considers the caching parameters of a data item alongwith the relationship of this item with the cache set. Association rule based data mining is applied to find the relationship among data items. The simulation experiments show that, the R-LPV policy substantially outperforms other policies.