A cache placement algorithm based on comprehensive utility in big data multi-access edge computing |
Liu, Yanpei
(Zhengzhou University of Light Industry, School of Computer and Communication Engineering)
Huang, Wei (Zhengzhou University of Light Industry, School of Computer and Communication Engineering) Han, Li (Zhengzhou University of Light Industry, School of Computer and Communication Engineering) Wang, Liping (Zhengzhou University of Light Industry, School of Computer and Communication Engineering) |
1 | Wei J, Gang F, Shuang Q, "Optimal Cooperative Content Caching and Delivery Policy for Heterogeneous Cellular Networks," vol.16, no.5, pp.1382-1393, 2017. DOI |
2 | Lei L, You L, Dai G, et al, "A deep learning approach for optimizing content delivering in cache-enabled HetNet," in Proc. of International symposium on wireless communication systems, pp.449-453, 2017. |
3 | Wang Y, Tao X, Zhang X, "Joint Caching Placement and User Association for Minimizing User Download Delay," IEEE Access, no.4, pp.8625-8633, 2016. |
4 | Liao J, Wong K K, Khandaker M R A, "Optimizing cache placement for heterogeneous small cell networks," IEEE Communications Letters, vol.21, no.1, pp.120-123, 2016. DOI |
5 | Zhang Y, Li C, Luan T H, "A mobility-aware vehicular caching scheme in content centric networks: Model and optimization," IEEE Transactions on Vehicular Technology, vol.68, no.4, pp.3100-3112, 2019. DOI |
6 | Zheng C, Lei L, Zhenyu Z, et al, "Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era," IEEE Wireless Communications, vol.25, no.3, pp.28-35, 2018. DOI |
7 | Yu R, Qin S, Bennis M, "Enhancing software-defined RAN with collaborative caching and scalable video coding," in Proc. of International Conference on Communications, pp.1-6, 2016. |
8 | Zhang T, Fang X, Liu Y, et al, "D2D-Enabled Mobile User Edge Caching: A Multi-Winner Auction Approach," IEEE Transactions on Vehicular Technology, vol.68, no.12, pp.12314-12328, 2019. DOI |
9 | Xu X, Li Y, Huang T, et al, "An energy-aware computation offloading method for smart edge computing in wireless metropolitan area networks," Journal of Network and Computer Applications, vol.133, pp.75-85, 2019. DOI |
10 | Xu D, Samanta A, Li Y, et al, "Network Coding for Data Delivery in Caching at Edge: Concept, Model, and Algorithms," IEEE Transactions on Vehicular Technology, vol.68, no.10, pp.10066-10080, 2019. DOI |
11 | Pantisano F, Bennis M, Saad W, "Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks," in Proc. of International Conference on Communications, pp. 3082-3087, 2015. |
12 | Muller S, Atan O, van der Schaar M, et al, "Context-aware proactive content caching with service differentiation in wireless networks," IEEE Transactions on Wireless Communications, vol.16, no.2, pp.1024-1036, 2016. DOI |
13 | Wang X, Han Y, Wang C, et al, "In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning," IEEE Network, vol.33, no.5, pp.156-165, 2019. DOI |
14 | Tao M, Chen E , Zhou H, "Content-Centric Sparse Multicast Beamforming for Cache-Enabled Cloud RAN," IEEE Transactions on Wireless Communications, vol.15, no.9, pp.6118-6131, 2015. DOI |
15 | Costa F R, da Rosa Righi R, da Costa C A, et al, "Nuoxus: A proactive caching model to manage multimedia content distribution on fog radio access networks," Future Generation Computer Systems, vol.93, pp.143-155, 2019. DOI |
16 | Spivak A, Nasonov D, "Data Preloading and Data Placement for MapReduce Performance Improving," Procedia Computer Science, vol.101, pp.379-387, 2016. DOI |
17 | Xie R, Tang Q, Huang T, "Energy-efficient hierarchical cooperative caching optimisation for 5G networks," IET Communications, vol.13, no.6, pp.687-695, 2019. DOI |
18 | Ren D, Gui X, Lu W, "GHCC: Grouping-based and hierarchical collaborative caching for mobile edge computing," in Proc. of International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, pp.1-6, 2018. |
19 | Sinky H, Khalfi B, Hamdaoui B, et al, "Adaptive edge-centric cloud content placement for responsive smart cities," IEEE Network, vol.33, no.3, pp.177-183, 2019. DOI |
20 | CHIEN W C, WENG H Y, LAI CF, "Q-learning based collaborative cache allocation in mobile edge computing," Future generation computer systems, vol.102, no.1, pp.603-610, 2020. DOI |
21 | Assuncao M D, Silva Veith A, Buyya R, "Distributed data stream processing and edge computing: A survey on resource elasticity and future directions," Journal of Network and Computer Applications, vol.103, pp.1-17, 2018. DOI |
22 | Hsieh H C, Chen J L, Benslimane A, "5G virtualized multi-access edge computing platform for IoT applications," Journal of Network and Computer Applications, vol.115, pp.94-102, 2018. DOI |
23 | Qu J, Wu D, Long Y, "D2D Based Caching Content Placement in Wireless Cache-Enabled Networks," Journal of Internet Technology, vol.20, no.2, pp.333-344, 2019. |
24 | Biswas S, Zhang T, Singh K, et al, "An analysis on caching placement for millimeter-micro-wave hybrid networks," IEEE Transactions on Communications, vol.67, no.2, pp.1645-1662, 2018. DOI |