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Improving on-demand data access efficiency in MANETs with cooperative caching

Posted on:2007-06-22Degree:Ph.DType:Dissertation
University:Arizona State UniversityCandidate:Du, YuFull Text:PDF
GTID:1448390005463321Subject:Computer Science
Abstract/Summary:
Mobile Ad Hoc Networks (MANETs) provide an attractive solution for networking in the situations where network infrastructure or service subscription is not available. Its usage can further be extended by enabling communications with external networks such as Internet or cellular networks through gateways. However, data access applications in MANETs suffer from dynamic network connections and restricted energy supplies. While most of the research focuses on Media Access Control (MAC) and routing layer solutions, we address these problems by application level cooperation which utilizes the locality principle and commonality in users' interests.; In this dissertation, we explore how to use cooperative caching to improve data access efficiency in MANETs. We devised COOP, a novel cooperative caching scheme for on-demand data access applications in MANETs. The objective is to improve data availability and access efficiency by collaborating local resources of mobile nodes. COOP addresses two basic problems of cooperative caching: cache resolution and cache management, i.e. how to find requested data efficiently and how to manage an individual cache to improve the overall capacity of cooperated caches. To improve data availability and access efficiency, COOP discovers data sources which induce less communication cost by utilizing cooperation zones, historical profiles, and hop-by-hop resolution. For cache management, COOP increases the effective capacity of cooperative caches by minimizing caching duplications within the cooperation zone and accommodating more data varieties. The performance of COOP is studied using mathematical analysis and simulations from the perspectives of data availability, time efficiency, and energy efficiency. The analysis and simulation results show that this scheme significantly reduces response delay and improves data availability with proper settings of the cooperation zone radius.
Keywords/Search Tags:Data, COOP, Manets, Access efficiency, Cooperative caching, Cooperation, Improve
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