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A NOVEL SOCIAL CLUSTER-BASED P2P FRAMEWORK FOR INTEGRATING VANETS WITH THE INTERNET

A NOVEL SOCIAL CLUSTER-BASED P2P FRAMEWORK FOR INTEGRATING VANETS WITH THE INTERNET. Chien-Chun Hung CMLab, CSIE, NTU, Taiwan. OUTLINE. Introduction Social cluster-based overlay structure Lifetime-aware flooding scheme Connectivity-aware retrieval scheme Performance Evaluation Conclusions.

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A NOVEL SOCIAL CLUSTER-BASED P2P FRAMEWORK FOR INTEGRATING VANETS WITH THE INTERNET

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  1. A NOVEL SOCIAL CLUSTER-BASED P2P FRAMEWORK FOR INTEGRATING VANETS WITH THE INTERNET Chien-Chun Hung CMLab, CSIE, NTU, Taiwan

  2. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  3. INTRODUCTION • Non-safety related applications in VANETs • Improve driving comfort • Provide interesting entertainment services • Two different types of communications: • Inter-Vehicle Communication • Roadside-to-Vehicle Communication • Two important elements defined in VII (Vehicle Infrastructure Integration): • RSU(Road Side Unit) • OBU(On Board Unit)

  4. INTRODUCTION • Peer-to-peer(P2P) system: • Efficiently access different types of data • Leverage each peer’s resource • Reduce the load of original content provider • Main components of P2P system: • Resource discovery scheme • Resource retrieval scheme

  5. INTRODUCTION • Goal: To design a P2P framework for hybrid network(VANET and Internet) • Fixed peer: original peers in thee Internet • Mobile peer: moving vehicles • Challenge: Enable mobile peers to request and retrieve resource efficiently according to connectivity and environment

  6. INTRODUCTION • Framework: Interest-based clustering to group similar peers into a cluster: • Social cluster-based overlay structure • To eliminate discovering overhead through the RSU • Lifetime-aware flooding scheme • To eliminate request storm among mobile peers • Connectivity-aware retrieval scheme • Take lifetime and bandwidth into consideration to select the best peer

  7. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  8. SOCIAL CLUSTER-BASED OVERLAY STRUCTURE • Goal: to eliminate the overhead of finding mobile peers. • Group mobile peers and fixed peers into clusters. • Peers with similar interests are group into a cluster. ______

  9. SOCIAL CLUSTER-BASED OVERLAY STRUCTURE • Interest-based intra-cluster construction • One fixed peer and several mobile peers • Mobile peer picks the cluster whose cluster head has the most similar interest with it • Fixed peer acts as the cluster head and maintains file indexes of its cluster

  10. SOCIAL CLUSTER-BASED OVERLAY STRUCTURE • Small-world-based inter-cluster construction • Random walk to reach into different clusters • To increase the ratio of resources that can be found • Peers can use overlay to effectively discover resources by requesting the cluster.

  11. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  12. LIFETIME-AWARE FLOODING SCHEME • Social cluster-based overlay • Enable mobile peers to discover resources in clusters (through RSUs) • Lifetime-aware flooding scheme • Help mobile peers to efficiently discover resources through VANETS • Connection lifetime must be taken into consideration.

  13. LIFETIME-AWARE FLOODING SCHEME

  14. LIFETIME-AWARE FLOODING SCHEME

  15. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  16. CONNECTIVITY-AWARE RETRIEVAL SCHEME • If a mobile peer requests too many blocks at once, it might waste bandwidth. • The path quality between two peers must be considered in order to decide how to retrieve data. • Path lifetime • Path bandwidth

  17. CONNECTIVITY-AWARE RETRIEVAL SCHEME

  18. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  19. PERFORMANCE EVALUATION • Network simulator 2 (NS2) • Geographic Information System (GIS) • 200 fixed nodes in 3000m * 3000m • 802.11n standard MAC protocol • Transmission range: 250m • Transmission rate: 27 Mb/sec • 83 kinds of data, 31005 files

  20. PERFORMANCECOMPARISON SCHEMES • Gnutella • Interest-based P2P scheme • Network-based P2P scheme • CarTorrent • Social Cluster-based P2P scheme

  21. PERFORMANCE EVALUATIONQUERY HIT RATIO VS. RSU NUMBERS • 200 mobile peers • Each has 50 cached files

  22. PERFORMANCE EVALUATIONRATIO OF RETRIEVING FILES VS. NUMBER OF RSUS

  23. PERFORMANCE EVALUATIONMESSAGE OVERHEAD VS. NUMBER OF RSUS

  24. PERFORMANCE EVALUATIONQUERY HIT RATIO VS. CACHED FILES

  25. OUTLINE • Introduction • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Performance Evaluation • Conclusions

  26. CONCLUSIONS • Design a P2P system that can integrate VANETs and the Internet • Social cluster-based overlay structure • Lifetime-aware flooding scheme • Connectivity-aware retrieval scheme • Our work achieves higher discovering rate and retrieving speed than existing schemes.

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