Optimal design of information Centric Networks

被引:12
|
作者
Mangili, Michele [1 ,2 ]
Martignon, Fabio [1 ,3 ]
Capone, Antonio [2 ]
机构
[1] Univ Paris 11, LRI, F-91405 Orsay, France
[2] Politecn Milan, DEIB, I-20133 Milan, Italy
[3] Inst Univ France, Paris, France
关键词
Information-Centric Networking; Planning; Optimization; Content distribution;
D O I
10.1016/j.comnet.2015.09.003
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Information-Centric Networking (ICN) has recently gained momentum as a promising paradigm for the next-generation Internet architecture. The first prototypes for ICN-capable routers have already been developed; however, to migrate the devices to this novel architecture, non-negligible investments should be made. Therefore, it is of utter importance to provide clear quantitative insights of the expected economic benefits that operators will experience by switching to the ICN paradigm. For these reasons, in this paper we tackle the content-aware network-planning problem, and we formulate a novel optimization model to study the migration to an ICN, in a budget-constrained scenario. Our formulation takes into accurate account traffic routing and content caching. We prove that the optimization problem is NP-Hard, then we formulate heuristics to efficiently solve it. An extensive simulation campaign with real network topologies shows that our greedy heuristic cuts the computation time while finding close to optimal solutions, and therefore can effectively support network operators to evaluate the effects of a migration to ICN. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:638 / 653
页数:16
相关论文
共 50 条
  • [1] A New Design for Information Centric Networks
    Sadjadpour, Hamid R.
    [J]. 2014 48TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2014,
  • [2] Optimal chunking and partial caching in information-centric networks
    Wang, Liang
    Bayhan, Suzan
    Kangasharju, Jussi
    [J]. COMPUTER COMMUNICATIONS, 2015, 61 : 48 - 57
  • [3] Design Choices for the IoT in Information-Centric Networks
    Lindgren, Anders
    Ben Abdesslem, Fehmi
    Ahlgren, Bengt
    Schelen, Olov
    Malik, Adeel Mohammad
    [J]. 2016 13TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2016,
  • [4] Optimal multipath congestion control and request forwarding in information-centric networks: Protocol design and experimentation
    Carofiglio, Giovanna
    Gallo, Massimo
    Muscariello, Luca
    [J]. COMPUTER NETWORKS, 2016, 110 : 104 - 117
  • [5] Forwarding in Opportunistic Information-Centric Networks: An Optimal Stopping Approach
    Borrego, Carlos
    Amadeo, Marica
    Molinaro, Antonella
    Mendes, Paulo
    Sofia, Rute C.
    Magaia, Naercio
    Borrell, Joan
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2020, 58 (05) : 56 - 61
  • [6] Optimal Multipath Congestion Control and Request Forwarding in Information-Centric Networks
    Carofiglio, Giovanna
    Gallo, Massimo
    Muscariello, Luca
    Papalini, Michele
    Wang, Sen
    [J]. 2013 21ST IEEE INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS (ICNP), 2013,
  • [7] An Optimal Cache Management Framework for Information-Centric Networks with Network Coding
    Wang, Jin
    Ren, Jing
    Lu, Kejie
    Wang, Jianping
    Liu, Shucheng
    Westphal, Cedric
    [J]. 2014 IFIP NETWORKING CONFERENCE, 2014,
  • [8] A Stackelberg-based Optimal Profit Split Scheme in Information-Centric Wireless Networks
    Fang, Chao
    Wang, Zhuwei
    Huang, Huawei
    Si, Pengbo
    Yu, F. Richard
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2019,
  • [9] Session-based Access Control in Information-Centric Networks: Design and Analyses
    Wang, Yu
    Xu, Mingwei
    Feng, Zhen
    Li, Qing
    Li, Qi
    [J]. 2014 IEEE INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2014,
  • [10] Design and Evaluation of a Utility-based Caching Mechanism for Information-centric Networks
    Xu, Aifang
    Tan, Xiaodong
    Tian, Ye
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 5535 - 5540