Cooperative Willingness Aware Collaborative Caching Mechanism Towards Cellular D2D Communication

In D2D communication, physically adjacent users can directly establish connections without transmitting through base station, which can improve the network performance. The cellular D2D caching technology can offload part of the traffic of the base station and effectively alleviate the data transmission pressure of the base station. However, there is no research on cache mechanism in cellular D2D network that consider the collaboration willingness of equipment (UE). Therefore, the cooperative willingness aware collaborative caching mechanism towards cellular D2D communication (CWCM) is proposed. First, a D2D UE cache capability estimation method is proposed, which comprehensively considers the cache space occupied by the local cache content and the actual cache space setting of the UE to estimate the cache capability of the UE. Second, a D2D UE service relationship perception method is presented in which the content cache and the content discard records are used to comprehensively consider the cooperative and non-cooperative behavior to sense the service relationship between D2D UEs. Third, a collaborative willingness awareness caching mechanism is designed by considering the cache capability of the UE and the service relationship between the UEs. Simulation results show that the proposed CWCM can greatly improve the cache hit rate, largely reduce the transmission energy consumption, and average delay.

[1]  Yeim-Kuan Chang,et al.  A Novel Cooperative Caching Scheme for Wireless Ad Hoc Networks: GroupCaching , 2007, 2007 International Conference on Networking, Architecture, and Storage (NAS 2007).

[2]  Honggang Wang,et al.  Fundamental relationship between node dynamic and content cooperative transmission in mobile multimedia communications , 2018, Comput. Commun..

[3]  Jie Ma,et al.  Channel Characteristic Aware Privacy Protection Mechanism in WBAN , 2018, Sensors.

[4]  Zhu Han,et al.  Caching based socially-aware D2D communications in wireless content delivery networks: a hypergraph framework , 2016, IEEE Wireless Communications.

[5]  Rick S. Blum,et al.  A Survey of Caching Techniques in Cellular Networks: Research Issues and Challenges in Content Placement and Delivery Strategies , 2018, IEEE Communications Surveys & Tutorials.

[6]  Yueming Cai,et al.  Collaborative Caching and Matching for D2D Content Sharing , 2018, IEEE Wireless Communications.

[7]  Rose Qingyang Hu,et al.  Energy-efficiency of multi-hop device-to-device communications underlaying cellular networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[8]  Zhao Ming ON-CRP:cache replacement policy for opportunistic networks , 2010 .

[9]  Honggang Wang,et al.  Security-oriented opportunistic data forwarding in Mobile Social Networks , 2017, Future Gener. Comput. Syst..

[10]  Shigeng Zhang,et al.  A Buffer Management Scheme Based on Message Transmission Status in Delay Tolerant Networks , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[11]  Theodoros A. Tsiftsis,et al.  Resource Allocation for Energy Harvesting-Powered D2D Communication Underlaying UAV-Assisted Networks , 2018, IEEE Transactions on Green Communications and Networking.

[12]  Honggang Wang,et al.  Knowledge-Centric Edge Computing Based on Virtualized D2D Communication Systems , 2018, IEEE Communications Magazine.

[13]  Yueming Cai,et al.  Optimal Content Sharing Mode Selection for Social-Aware D2D Communications , 2018, IEEE Wireless Communications Letters.

[14]  Vikram Krishnamurthy,et al.  Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach , 2017, IEEE Access.

[15]  Jörg Ott,et al.  Effect of non-cooperative nodes in mobile DTNs , 2011, 2011 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks.

[16]  Donald F. Towsley,et al.  Performance Modeling of Epidemic Routing , 2006, Networking.

[17]  Xing Zhang,et al.  A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications , 2017, IEEE Access.

[18]  Junjie Yan,et al.  Social Attribute Aware Incentive Mechanism for Device-to-Device Video Distribution , 2017, IEEE Transactions on Multimedia.

[19]  Giuseppe Caire,et al.  Cache-Induced Hierarchical Cooperation in Wireless Device-to-Device Caching Networks , 2016, IEEE Transactions on Information Theory.

[20]  Chi-Yin Chow,et al.  Cache signatures for peer-to-peer cooperative caching in mobile environments , 2004, 18th International Conference on Advanced Information Networking and Applications, 2004. AINA 2004..

[21]  Shaojie Tang,et al.  Collaborative Edge Caching in Context-Aware Device-to-Device Networks , 2018, IEEE Transactions on Vehicular Technology.

[22]  Anders Lindgren,et al.  Evaluation of Queueing Policies and Forwarding Strategies for Routing in Intermittently Connected Networks , 2006, 2006 1st International Conference on Communication Systems Software & Middleware.

[23]  Giuseppe Caire,et al.  Fundamental Limits of Caching in Wireless D2D Networks , 2014, IEEE Transactions on Information Theory.

[24]  S. Balasubramanian Assessing the Vulnerability of DTN Data Relaying Schemes to Node Selfishness , 2012 .

[25]  Shaoen Wu,et al.  Dynamic Trust Relationships Aware Data Privacy Protection in Mobile Crowd-Sensing , 2018, IEEE Internet of Things Journal.

[26]  Yan Xue-fei Research on Routing Reliability in Opportunistic Networks , 2010 .