• DocumentCode
    85148
  • Title

    Distributed Cache Management in Information-Centric Networks

  • Author

    Sourlas, Vasilis ; Gkatzikis, Lazaros ; Flegkas, P. ; Tassiulas, L.

  • Author_Institution
    Dept. of Comput. & Commun. Engin., Univ. of Thessaly, Volos, Greece
  • Volume
    10
  • Issue
    3
  • fYear
    2013
  • fDate
    Sep-13
  • Firstpage
    286
  • Lastpage
    299
  • Abstract
    The main promise of current research efforts in the area of Information-Centric Networking (ICN) architectures is to optimize the dissemination of information within transient communication relationships of endpoints. Efficient caching of information is key to delivering on this promise. In this paper, we look into achieving this promise from the angle of managed replication of information. Management decisions are made in order to efficiently place replicas of information in dedicated storage devices attached to nodes of the network. In contrast to traditional off-line external management systems we adopt a distributed autonomic management architecture where management intelligence is placed inside the network. Particularly, we present an autonomic cache management approach for ICNs, where distributed managers residing in cache-enabled nodes decide on which information items to cache. We propose four on-line intra-domain cache management algorithms with different level of autonomicity and compare them with respect to performance, complexity, execution time and message exchange overhead. Additionally, we derive a lower bound of the overall network traffic cost for a certain category of network topologies. Our extensive simulations, using realistic network topologies and synthetic workload generators, signify the importance of network wide knowledge and cooperation.
  • Keywords
    cache storage; information networks; ICN architecture; cache-enabled node; distributed autonomic management architecture; distributed cache management; information caching; information dissemination; information replication angle; information-centric network; management decision; management intelligence; network topology; network wide cooperation; network wide knowledge; online intra-domain cache management algorithm; workload generator; Cache management; Distributed processing; Information technology; Network architecture; Optimization; Autonomic cache management; Information-Centric Networks; distributed optimization; performance bounds;
  • fLanguage
    English
  • Journal_Title
    Network and Service Management, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1932-4537
  • Type

    jour

  • DOI
    10.1109/TNSM.2013.052113.120382
  • Filename
    6522566