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      Energy cost model for frequent item set discovery in unstructured P2P networks

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      Author
      Cem, E.
      Demirkaya, Ender
      Esiner, E.
      Ozaydin, B.
      Ozkasap O.
      Date
      2012
      Source Title
      Computer and Information Sciences II
      Publisher
      Springer, London
      Pages
      117 - 123
      Language
      English
      Type
      Conference Paper
      Book Chapter
      Item Usage Stats
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      125
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      Abstract
      For large scale distributed systems, designing energy efficient protocols and services has become as significant as considering conventional performance criteria like scalability, reliability, fault-tolerance and security. We consider frequent item set discovery problem in this context. Although it has attracted attention due to its extensive applicability in diverse areas, there is no prior work on energy cost model for such distributed protocols. In this paper, we develop an energy cost model for frequent item set discovery in unstructured P2P networks. To the best of our knowledge, this is the first study that proposes an energy cost model for a generic peer using gossip-based communication. As a case study protocol, we use our gossip-based approach ProFID for frequent item set discovery. After developing the energy cost model, we examine the effect of protocol parameters on energy consumption using our simulation model on PeerSim and compare push-pull method of ProFID with the well-known push-based gossiping approach. Based on the analysis results, we reformulate the upper bound for the peer's energy cost. © 2012 Springer-Verlag London Limited.
      Keywords
      Energy cost model
      Energy efficiency
      Epidemic
      Frequent items
      Gossip-based
      Peer-to-peer
      Energy cost
      Epidemic
      Frequent items
      Gossip-based
      Peer to peer
      Computer simulation
      Distributed computer systems
      Energy efficiency
      Energy utilization
      Fault tolerance
      Information science
      Network security
      Peer to peer networks
      Cost benefit analysis
      Permalink
      http://hdl.handle.net/11693/28114
      Published Version (Please cite this version)
      https://doi.org/10.1007/978-1-4471-2155-8_14
      https://doi.org/10.1007/978-1-4471-2155-8
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      • Department of Computer Engineering 1368
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