User-Centric Utility-Based Data Replication in Heterogeneous Networks

Information overload and convergence of devices aggravate the difficulties of accessing data distributed among various user devices especially when this is performed by mobile users and over heterogeneous wireless networks. Existing data replication systems help increase the performance of the distributed data system, but they do not consider users' different levels of interest in various pieces of data and neither heterogeneous wireless connectivity issues. This paper presents the Smart Personal Information Network (Smart PIN), a performance and cost-aware personal information network which uses a novel user- centric utility-based data replication scheme to exchange content automatically, based on both network performance and user interests. The proposed user-centric data replication scheme's evaluation, through simulation, shows improved results in comparison with existing solutions.

[1]  Peter L. Reiher,et al.  Roam: A Scalable Replication System for Mobility , 2004, Mob. Networks Appl..

[2]  William I. Nowicki,et al.  NFS: Network File System Protocol specification , 1989, RFC.

[3]  Alfred Kobsa,et al.  Generic User Modeling Systems , 2001, User modeling and user-adapted interaction.

[4]  Neil J. Hurley,et al.  Hierarchical Policy-Based Replication , 2007, 2007 IEEE International Performance, Computing, and Communications Conference.

[5]  Simon King,et al.  MMM2: mobile media metadata for media sharing , 2005, CHI EA '05.

[6]  Cornelia Kappler,et al.  A Framework for Self-organized Network Composition , 2004, WAC.

[7]  Patrick Th. Eugster,et al.  PAN: providing reliable storage in mobile ad hoc networks with probabilistic quorum systems , 2003, MobiHoc '03.

[8]  Ignas G. Niemegeers,et al.  FEDNETS: Context-Aware Ad-Hoc Network Federations , 2005, Wirel. Pers. Commun..

[9]  Gordon Bell,et al.  MyLifeBits: a personal database for everything , 2006, CACM.

[10]  Andreas Haeberlen,et al.  Proactive Replication for Data Durability , 2006, IPTPS.

[11]  Richard P. Martin,et al.  PlanetP: using gossiping to build content addressable peer-to-peer information sharing communities , 2003, High Performance Distributed Computing, 2003. Proceedings. 12th IEEE International Symposium on.

[12]  Guohong Cao,et al.  Supporting cooperative caching in ad hoc networks , 2004, IEEE Transactions on Mobile Computing.

[13]  Spyros Lalis,et al.  OmniStore: Automating data management in a personal system comprising several portable devices , 2007, Pervasive Mob. Comput..

[14]  Takahiro Hara Data replication issues in mobile ad hoc networks , 2005, 16th International Workshop on Database and Expert Systems Applications (DEXA'05).

[15]  Mortaza S. Bargh,et al.  Towards an Energy-Aware Network Activation Strategy for Multi-Homed Mobile Devices , 2006, PSC.

[16]  Paul Mcfedries Technically speaking: Tired vs. Wired , 2007 .

[17]  Richard P. Martin,et al.  Autonomous replication for high availability in unstructured P2P systems , 2003, 22nd International Symposium on Reliable Distributed Systems, 2003. Proceedings..

[18]  Fabio Crestani,et al.  Soft computing in information retrieval: techniques and applications , 2000 .

[19]  Richard P. Martin,et al.  Wayfinder: Navigating and Sharing Information in a Decentralized World , 2004, DBISP2P.

[20]  Gabriel-Miro Muntean,et al.  Cost-oriented context and content data pair delivery in smart PIN , 2007 .

[21]  Marina Thottan,et al.  Market sharing games applied to content distribution in ad hoc networks , 2004, IEEE Journal on Selected Areas in Communications.

[22]  Bharat K. Bhargava,et al.  Peer-to-peer file-sharing over mobile ad hoc networks , 2004, IEEE Annual Conference on Pervasive Computing and Communications Workshops, 2004. Proceedings of the Second.

[23]  Ben Y. Zhao,et al.  OceanStore: an architecture for global-scale persistent storage , 2000, SIGP.

[24]  Christos H. Papadimitriou,et al.  Selfish caching in distributed systems: a game-theoretic analysis , 2004, PODC '04.

[25]  Hidir Aras,et al.  SmartKom mobile: intelligent ubiquitous user interaction , 2004, IUI '04.