Cooperative Caching for Efficient Data Access in Disruption Tolerant Networks.

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Supporting Cooperative Caching in Disruption Tolerant Networks
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Presentation transcript:

Cooperative Caching for Efficient Data Access in Disruption Tolerant Networks

Abstract Disruption tolerant networks (DTNs) are characterized by low node density, unpredictable node mobility, and lack of global network information. Most of current research efforts in DTNs focus on data forwarding, but only limited work has been done on providing efficient data access to mobile users. In this paper, we propose a novel approach to support cooperative caching in DTNs, which enables the sharing and coordination of cached data among multiple nodes and reduces data access delay. Our basic idea is to intentionally cache data at a set of network central locations (NCLs), which can be easily accessed by other nodes in the network. We propose an efficient scheme that ensures appropriate NCL selection based on a probabilistic selection metric and coordinates multiple caching nodes to optimize the tradeoff between data accessibility and caching overhead. Extensive trace-driven simulations show that our approach significantly improves data access performance compared to existing schemes.

Existing System Disruption tolerant networks (DTNs) [14] consist of mobile devices that contact each other opportunisti¬cally. Due to the low node density and unpredictable node mobility, only intermittent network connectivity exists in DTNs, and the subsequent difficulty of maintaining end-to- end communication links makes it necessary to use “carry- and-forward" methods for data transmission. Examples of such networks include groups of individuals moving in disaster recovery areas, military battlefields, or urban sensing applications [11]. In such networks, node mobility is exploited to let mobile nodes carry data as relays and forward data opportunistically when contacting others. The key problem is, therefore, how to determine the appropriate relay selection strategy.

Architecture Diagram

System Specification HARDWARE REQUIREMENTS Processor : Intel Pentium IV Ram : 512 MB Hard Disk : 80 GB HDD SOFTWARE REQUIREMENTS Operating System : Windows XP / Windows 7 FrontEnd : Java BackEnd : MySQL 5

CONCLUSION In this paper, we propose a novel scheme to support cooperative caching in DTNs. Our basic idea is to intentionally cache data at a set of NCLs, which can be easily accessed by other nodes. We ensure appropriate NCL selection based on a probabilistic metric; our approach coordinates caching nodes to optimize the tradeoff between data accessibility and caching overhead. Extensive simula¬tions show that our scheme greatly improves the ratio of queries satisfied and reduces data access delay, when being compared with existing schemes.