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Sustainable peer-based structure for content delivery networks

Published: 03 September 2012 Publication History

Abstract

This study explores how peer-to-peer based dynamic network structure can increase the efficiency of content delivery networks using agent based modeling. Existing literature suggests that virtual organization based model will be the prevalent model in near future for efficient content delivery. Following this we explore how interactions between multiple nodes influence the overall network structure by simulating in Netlogo modeling tool. We modeled different real life scenarios like collaboration probability, new servers joining the network, changing intra-network size etc. in our simulation. We observed high-level interactions can be achieved through virtual organization model and furthermore we found high propensity to collaborate with local-small players enhance the efficiency of the network.

References

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J. Choi and J. Han. A survey on Content--oriented Networking for Efficient Content Delivery, IEEE Communications Magazine, March 2011.
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A. K. Pathan, J. A. Broberg, K. Bubendorfer, K. H. Kim, and R. Buyya. An architecture for virtual organization (vo)-based effective peering of content delivery networks. In UPGRADE '07: Proceedings of the second workshop on Use of P2P, GRID and agents for the development of content networks, pages 29--38, New York, NY, USA, 2007. ACM.
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A. K. Pathan, and R. Buyya. A Taxonomy and Survey of Content Delivery Networks, Tech Report, Univ. of Melbourne, 2007.
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M. Gordon. The Internet Streaming Media Boom: A Powerful Trend that Represents Fundamental Change, Limelight Networks White paper, 2007.
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NetLogo itself: Wilensky, U. 1999. NetLogo.http://ccl.northwestern.edu/netlogo/. Center for Connected Learning and Computer-Based Modeling, Northwestern University. Evanston, IL.
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Batagelj, V. and Mrvar, A. (1998). Pajek {Program for large network analysis. Connections, 21(2):47{57. Project home page at http://vlado. fmf.uni-lj.si/pub/networks/pajek/.

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    CUBE '12: Proceedings of the CUBE International Information Technology Conference
    September 2012
    879 pages
    ISBN:9781450311854
    DOI:10.1145/2381716
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 03 September 2012

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    Author Tags

    1. CDN
    2. P2P
    3. multi-agent
    4. netlogo simulation
    5. surrogate server
    6. virtual organization

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