Deep Learning based Loss Recovery Mechanism for Video Streaming over Mobile Information-Centric Network |
Han, Longzhe
(Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang Institute of Technology)
Maksymyuk, Taras (Department of Telecommunications, Lviv Polytechnic National University) Bao, Xuecai (Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang Institute of Technology) Zhao, Jia (Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang Institute of Technology) Liu, Yan (College of Computer and Software Engineering, East China Normal University) |
1 | Liang Zhou, Dan Wu, Jianxin Chen and Zhenjiang Dong, "Greening the Smart Cities: Energy-Efficient Massive Content Delivery via D2D Communications," IEEE Transactions on Industrial Informatics, vol. 14, no. 4, pp. 1626-1634, April, 2018. DOI |
2 | James Nightingale, Pablo Salva-Garcia, Jose M. Alcaraz Calero and Qi Wang, "5G-QoE: QoE Modelling for Ultra-HD Video Streaming in 5G Networks," IEEE Transactions on Broadcasting, vol. 64, no. 2, pp. 621-634, June, 2018. DOI |
3 | Liang Zhou, Dan Wu, Jianxin Chen and Zhenjiang Dong, "When Computation Hugs Intelligence: Content-Aware Data Processing for Industrial IoT," IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1657-1666, June, 2018. DOI |
4 | Changqiao Xu, Mu Wang, Xingyan Chen, Lujie Zhong and Luigi Alfredo Grieco, "Optimal Information Centric Caching in 5G Device-to-Device Communications," IEEE Transactions on Mobile Computing, vol. 17, no. 9, , pp. 2114-2126, September , 2018. DOI |
5 | Index Cisco Visual Networking. "Mobile visual networking index forecast, 2016-2021," Cisco white paper, 2017 |
6 | Nasir Abbas, Yan Zhang, Amir Taherkordi and Tor Skeie, "Mobile edge computing: A survey," IEEE Internet of Things Journal, vol. 5, no. 1, pp. 450-465, February, 2018. DOI |
7 | Chao Fang, Haipeng Yao, Zhuwei Wang, Wenjun Wu, Xiaoning Jin and F. Richard Yu, "A survey of mobile information-centric networking: Research issues and challenges," IEEE Communications Surveys & Tutorials, vol. 20, no. 3, pp. 2353-2371, third quarter, 2018. DOI |
8 | Dimas Satria, Daihee Park and Minho Jo, "Recovery for overloaded mobile edge computing," Future Generation Computer Systems, vol. 70, pp. 138-147, May, 2017. DOI |
9 | Zhihua Cui, Yang Cao, Xingjuan Cai, Jianghui Cai and Jinjun Chen, "Optimal LEACH protocol with modified bat algorithm for big data sensing systems in Internet of Things," Journal of Parallel and Distributed Computing, vol. 132, pp. 217-229, January, 2018. DOI |
10 | Alae Loukili, Alexander L. Wijesinha, Ramesh K. Karne and Anthony K. Tsetse, "TCP's Retransmission Timer and the Minimum RTO," in Proc. of 21st International Conference on Computer Communications and Networks, pp. 1-5, July 30 - August 2, 2012. |
11 | Berihun Fekade, Taras Maksymyuk andMinho Jo, "Clustering hypervisors to minimize failures in mobile cloud computing," Wireless Communications and Mobile Computing, vol.16, no. 18, pp. 3455-3465, January, 2016. DOI |
12 | Jose Leal Domingues Neto, Se-Young Yu, Daniel F. Macedo, Jose Marcos S. Nogueira, Rami Langar, Stefano Secci, "ULOOF: a User Level Online Offloading Framework for Mobile Edge Computing," IEEE Transactions on Mobile Computing, vol. 17, no. 11, pp. 2660-2674, January, 2018. DOI |
13 | Rihab Jmal and Lamia Chaari Fourati, "Content-Centric Networking Management Based on Software Defined Networks: Survey," IEEE Transactions on Network and Service Management, vol. 14, no. 4, pp. 1128-1142, March, 2017. DOI |
14 | Vasilis Sourlas, Lazaros Gkatzikis, Paris Flegkas and Leandros Tassiulas, "Distributed Cache Management in Information-Centric Networks," IEEE Transactions on Network and Service Management, vol. 10, no. 3, pp. 286-299, March, 2013. DOI |
15 | Abdul Hameed, Rui Dai and Benjamin Balas, "Decision-Tree-Based Perceptual Video Quality Prediction Model and Its Application in FEC for Wireless Multimedia Communications," IEEE Transactions on Multimedia, vol. 18, no. 4, pp. 764-774, January, 2016. DOI |
16 | Anthony Olufemi Adeyemi-Ejeye, Mohammed Alreshoodi, Laith Al-Jobouri, Martin Fleury, John Woods and Mujtaba Medhi, "IEEE 802.11ac wireless delivery of 4kUHD video: The impact of packet loss," in Proc. of 7th IEEE International Conference on Consumer Electronics, pp. 258-259, September 3-6, 2017. |
17 | M. Majid Butt, Eduard A. Jorswieck and Amr Mohamed, "Energy and Bursty Packet Loss Tradeoff Over Fading Channels: A System-Level Model," IEEE Systems Journal, vol. 12, no. 1, pp. 527-538, March, 2018. DOI |
18 | Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis and Athina Markopoulou, "Recovery of Packet Losses in Wireless Broadcast for Real-Time Applications," IEEE/ACM Transactions on Networking, vol. 25, no. 2, pp. 676-689, February, 2017. DOI |
19 | George Xylomenos, Christopher N. Ververidis, Vasilios A. Siris, Nikos Fotiou, Christos Tsilopoulos, Xenofon Vasilakos, Konstantinos V. Katsaros and George C. Polyzos, "A Survey of Information-Centric Networking Research," IEEE Communications Surveys & Tutorials, vol. 16, no. 2, pp.1024-1049, First Quarter, 2014. DOI |
20 | Filippo Rebecchi, Marcelo Dias de Amorim, Vania Conan, Andrea Passarella, Raffaele Bruno and Marco Conti, "Data Offloading Techniques in Cellular Networks: A Survey," IEEE Communications Surveys & Tutorials, vol. 17, no. 2, pp. 580-603, Second Quarter, 2015. DOI |
21 | Van Jacobson, Diana K. Smetters, James D. Thornton, Michael F. Plass, Nicholas H. Briggs and Rebecca Braynard, "Networking named content," in Proc. of the 2009 ACM Conference on Emerging Networking Experiments and Technology, pp. 1-12, December 1-4, 2009. |
22 | Konstantinos Katsaros, George Xylomenos and George C. Polyzos, "MultiCache: An Incrementally Deployable Overlay Architecture for Information-Centric Networking," in Proc. of 2010 INFOCOM Conference on Computer Communications Workshops, pp. 1-5, March 15-19, 2010. |
23 | Van Jacobson,Diana K. Smetters, Nicholas H. Briggs, Michael F. Plass, Paul Stewart, James D. Thornton and Rebecca L. Braynard, "VoCCN: voice-over content-centric networks," in Proc. of the 2009 Workshop on Re-architecting The Internet, pp. 1-6, December 1, 2009. |
24 | Fan Bai and Bhaskar Krishnamachari, "Exploiting the wisdom of the crowd: localized, distributed information-centric VANETs," IEEE Communications Magazine, vol. 48, no. 5, pp. 138-146, January, 2010. DOI |
25 | I. Arel, C. Liu, T. Urbanik and A. G. Kohls, "Reinforcement learningbased multi-agent system for network traffic signal control," IET Intelligent Transport Systems, vol. 4, no. 2, pp. 128-135, June, 2010. DOI |
26 | Yuyi Mao, Changsheng You, Jun Zhang, Kaibin Huang and Khaled Ben Letaief, "A Survey on Mobile Edge Computing: The Communication Perspective," IEEE Communications Surveys and Tutorials, vol. 19, no. 4, pp. 2322-2358, February, First quarter, 2017. DOI |
27 | Longzhe Han, Seung-Seok Kang and Hoh Peter In, "An adaptive loss protection for video transmission over content-centric networks," Multimedia Tools and Applications, vol. 74, no. 19, pp. 8279-8292, January, 2015. DOI |
28 | Zhihua Cui, Fei Xue, Xingjuan Cai, Yang Cao, Gaige Wang and Jinjun Chen, "Detection of Malicious Code Variants Based on Deep Learning," IEEE Transactions on Industrial Informatics, vol. 14, no. 7, pp. 3187-3196, January, 2018. DOI |
29 | Zhihua Cui, Feixiang Li and Wensheng Zhang, "Bat Algorithm with Principal Component Analysis," International Journal of Machine Learning and Cybernetics, vol. 10, no. 3, pp. 603-622, March, 2019. DOI |
30 | Waleed Ejaz, Alagan Anpalagan, Muhammad Ali Imran, Minho Jo, Muhammad Naeem, Saad Bin Qaisar and Wei Wang, "Internet of Things (IoT) in 5G Wireless Communications," IEEE Access, vol. 4, pp.10310-10314, 2016. DOI |
31 | Eduardo Cuervo, Aruna Balasubramanian, Dae-ki Cho, Alec Wolman, Stefan Saroiu, Ranveer Chandra and Paramvir Bahl, "MAUI: making smartphones last longer with code offload," in Proc. of International Conference on Mobile Systems, Applications, and Services, pp. 49-62, June 15-18, 2010. |
32 | Pengtao Zhao, Hui Tian, Cheng Qin, Gaofeng Nie, "Energy-Saving Offloading by Jointly Allocating Radio and Computational Resources for Mobile Edge Computing," IEEE Access, vol. 5, pp. 11255-11268, 2017. DOI |
33 | Xinwei Liu, Jiaxin Zhang, Xing Zhang and Wenbo Wang, "Mobility-Aware Coded Probabilistic Caching Scheme for MEC-enabled Small Cell Networks," IEEE Access, vol. 5, pp. 17824-17833, 2017. DOI |
34 | Yanwei Liu, Jinxia Liu, Antonios Argyriou and Song Ci, "3DQoE-Oriented and Energy-Efficient 2D plus Depth based 3D Video Streaming over Centrally Controlled Networks," IEEE Transactions on Multimedia, vol. 20, no. 9, pp. 2439-2453, September, 2018. DOI |