A cooperation-driven ICN-based caching scheme for mobile content chunk delivery at RAN

In order to resolve the tension between continuously growing mobile users' demands on content access and the scarcity of the bandwidth capacity over backhaul links, we propose in this paper a fully distributed ICN-based caching scheme for content objects in Radio Access Network (RAN) at eNodeBs. Such caching scheme operates in a cooperative way within neighbourhoods, aiming to reduce cache redundancy so as to improve the diversity of content distribution. The caching decision logic at individual eNodeBs allows for adaptive caching, by taking into account dynamic context information, such as content popularity and availability. The efficiency of the proposed distributed caching scheme is evaluated via extensive simulations, which show great performance gains, in terms of a substantial reduction of backhaul content traffic as well as great improvement on the diversity of content distribution, etc.

[1]  Ramesh K. Sitaraman,et al.  The Akamai network: a platform for high-performance internet applications , 2010, OPSR.

[2]  Athanasios V. Vasilakos,et al.  A Survey of Green Mobile Networks: Opportunities and Challenges , 2012, Mob. Networks Appl..

[3]  Xiaofei Wang,et al.  Cache in the air: exploiting content caching and delivery techniques for 5G systems , 2014, IEEE Communications Magazine.

[4]  Yang Xiao,et al.  Cache access and replacement for future wireless Internet , 2006, IEEE Communications Magazine.

[5]  Ning Wang,et al.  A distributed in-network caching scheme for P2P-like content chunk delivery , 2015, Comput. Networks.

[6]  Feng Qian,et al.  Web caching on smartphones: ideal vs. reality , 2012, MobiSys '12.

[7]  Scott Shenker,et al.  A data-oriented (and beyond) network architecture , 2007, SIGCOMM 2007.

[8]  Van Jacobson,et al.  Networking named content , 2009, CoNEXT '09.

[9]  Sundeep Rangan,et al.  Belief Propagation Methods for Intercell Interference Coordination in Femtocell Networks , 2012, IEEE Journal on Selected Areas in Communications.

[10]  Sujit Dey,et al.  Video caching in Radio Access Network: Impact on delay and capacity , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[11]  Yue Cao,et al.  An Electric Vehicle Charging Management Scheme Based on Publish/Subscribe Communication Framework , 2016, IEEE Systems Journal.

[12]  Bin Li,et al.  Content Availability and Bundling in Swarming Systems , 2009, IEEE/ACM Transactions on Networking.

[13]  B. Cohen,et al.  Incentives Build Robustness in Bit-Torrent , 2003 .

[14]  James Zijun Wang,et al.  Cooperative proxy caching for wireless base stations , 2007, Mob. Inf. Syst..

[15]  S. RaijaSulthana Distributed caching algorithms for content distribution networks , 2015 .

[16]  Zhili Sun,et al.  Routing in Delay/Disruption Tolerant Networks: A Taxonomy, Survey and Challenges , 2013, IEEE Communications Surveys & Tutorials.

[17]  K. K. Ramakrishnan,et al.  Over the top video: the gorilla in cellular networks , 2011, IMC '11.

[18]  Massimo Gallo,et al.  A high speed information-centric network in a mobile backhaul setting , 2014, ICN '14.

[19]  James F. Kurose,et al.  Breadcrumbs: Efficient, Best-Effort Content Location in Cache Networks , 2009, IEEE INFOCOM 2009.

[20]  Eunyoung Jeong,et al.  Comparison of caching strategies in modern cellular backhaul networks , 2013, MobiSys '13.

[21]  Hao Wu,et al.  Towards line-speed and accurate on-line popularity monitoring on NDN routers , 2014, 2014 IEEE 22nd International Symposium of Quality of Service (IWQoS).

[22]  Dan Pei,et al.  To Cache or Not to Cache: The 3G Case , 2011, IEEE Internet Computing.

[23]  ShenkerScott,et al.  A data-oriented (and beyond) network architecture , 2007 .

[24]  Z. K. Silagadze,et al.  Citations and the Zipf-Mandelbrot Law , 1999, Complex Syst..

[25]  Xiaofei Wang,et al.  AMVS-NDN: Adaptive mobile video streaming and sharing in wireless named data networking , 2013, 2013 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[26]  Mark Haner,et al.  Cacheability analysis of HTTP traffic in an operational LTE network , 2013, 2013 Wireless Telecommunications Symposium (WTS).

[27]  Andrei Broder,et al.  Network Applications of Bloom Filters: A Survey , 2004, Internet Math..

[28]  Alexandros G. Dimakis,et al.  FemtoCaching: Wireless video content delivery through distributed caching helpers , 2011, 2012 Proceedings IEEE INFOCOM.