Managing Fog Networks using Reinforcement Learning Based Load Balancing Algorithm
暂无分享,去创建一个
Georges Kaddoum | Jung-Yeon Baek | Sahil Garg | Kuljeet Kaur | Vivianne Gravel | K. Kaur | G. Kaddoum | S. Garg | Jungyeon Baek | V. Gravel | Georges Kaddoum
[1] Walid Saad,et al. An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency , 2017, IEEE Transactions on Wireless Communications.
[2] Leandros Tassiulas,et al. Q-Placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks , 2018, 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS).
[3] Mianxiong Dong,et al. Radio Access Network Virtualization for the Social Internet of Things , 2015, IEEE Cloud Computing.
[4] Xavier Masip-Bruin,et al. What is a Fog Node A Tutorial on Current Concepts towards a Common Definition , 2016, ArXiv.
[5] Tom H. Luan,et al. A View of Fog Computing from Networking Perspective , 2016, ArXiv.
[6] Mugen Peng,et al. Fog-computing-based radio access networks: issues and challenges , 2015, IEEE Network.
[7] Richard S. Sutton,et al. Introduction to Reinforcement Learning , 1998 .
[8] Isis Truck,et al. Using Reinforcement Learning for Autonomic Resource Allocation in Clouds: towards a fully automated workflow , 2011 .
[9] Rajkumar Buyya,et al. Internet of Things: Principles and Paradigms , 2016 .
[10] Chen-Khong Tham,et al. A deep reinforcement learning based offloading scheme in ad-hoc mobile clouds , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[11] Yacine Ghamri-Doudane,et al. Software defined networking-based vehicular Adhoc Network with Fog Computing , 2015, 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM).
[12] Wei Wang,et al. Delay-Constrained Hybrid Computation Offloading With Cloud and Fog Computing , 2017, IEEE Access.
[13] Tao Zhang,et al. Fog and IoT: An Overview of Research Opportunities , 2016, IEEE Internet of Things Journal.
[14] Wei-Ho Chung,et al. Latency-Driven Cooperative Task Computing in Multi-user Fog-Radio Access Networks , 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS).
[15] Boon-Chong Seet,et al. Service load balancing in fog-based 5G radio access networks , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).
[16] Johan Parent,et al. Adaptive Load Balancing of Parallel Applications with Reinforcement Learning on Heterogeneous Networks , 2002 .
[17] Yi Pan,et al. Stochastic Load Balancing for Virtual Resource Management in Datacenters , 2020, IEEE Transactions on Cloud Computing.
[18] Arun Kumar Yadav,et al. An architecture for Load Balancing Techniques for Fog Computing Environment , 2015 .
[19] Mohsen Guizani,et al. Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications , 2015, IEEE Communications Surveys & Tutorials.
[20] Qun Li,et al. A Survey of Fog Computing: Concepts, Applications and Issues , 2015, Mobidata@MobiHoc.
[21] Hung-Yu Wei,et al. 5G Radio Access Network Design with the Fog Paradigm: Confluence of Communications and Computing , 2017, IEEE Communications Magazine.