Optimized decision algorithm for Information Centric Networks

Jordi Mongay Batalla , Andrzej Bęben , Yiping Chen

Abstract

Information Centric Networks (ICN) enable network, server context and user context-awareness, to achieve an enhanced architecture for the delivery of the multimedia content. The information comes from different sources and serves as input for the decision algorithms for choosing the pertinent configuration such as the best server or the suitable delivery path. Therefore, the relevance of the input information and the efficiency of the decision algorithms are both crucial for the system performance. This paper proposes exploiting the multi-criteria optimization algorithms in the context of the ICN. Based on the approach of the reference level decision, an optimized algorithm is proposed, which considers the impact of different network and server parameters, and dynamically adapts the decision to the current state of the system. The additional contribution of the paper is comprehensive video content consumption simulation model, which represents large scale network. This model was designed to compare effectiveness of decision algorithms proposed for ICN. The presented simulation results prove effectiveness of proposed decision algorithm and suggest its deployment on the future media networks.
Author Jordi Mongay Batalla IT - [Instytut Łączności PIB (IŁ PIB)]
Jordi Mongay Batalla,,
- The Institute of Telecommunications
- Instytut Łączności PIB
, Andrzej Bęben IT
Andrzej Bęben,,
- The Institute of Telecommunications
, Yiping Chen - [National Center for Scientific Research (CNRS)]
Yiping Chen,,
-
- Centre National de la Recherche Scientifique
Journal seriesTelecommunication Systems, ISSN 1018-4864 [1572-9451 (electronic version)]
Issue year2016
Vol61
No2
Pages247-255
Publication size in sheets0.5
Keywords in EnglishDecision process, Multi-criteria algorithm, Reference level algorithm, Content Aware Network, Information Centric Network
DOIDOI:10.1007/s11235-015-9998-4
projectService and User-Based Distributed Selection of Content Streaming Source and Dual Adaptation. Project leader: Mongay Batalla Jordi, , Phone: +48 22 234-7231, application date 22-02-2013, start date 02-01-2014, planned end date 31-12-2015, end date 30-04-2016, IT/2013/badawczy/41, Completed
WEiTI Projects financed by NCRD [Projekty finansowane przez NCBiR (NCBR)]
The Develpment of Digital Communicatios. Project leader: Siuzdak Jerzy, , Phone: +48 22 234-7232, start date 27-04-2015, end date 31-12-2016, IT/2015/statut, Completed
WEiTI Działalność statutowa
Languageen angielski
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Mongay Bęben Chen Optimized decision algorithm 2015.pdf 783.95 KB
Score (nominal)25
ScoreMinisterial score [Punktacja MNiSW] = 25.0, 27-03-2017, ArticleFromJournal
Ministerial score (2013-2016) [Punktacja MNiSW (2013-2016)] = 25.0, 27-03-2017, ArticleFromJournal
Publication indicators WoS Impact Factor [Impact Factor WoS]: 2016 = 1.542 (2) - 2016=1.502 (5)
Citation count*3 (2018-06-16)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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