Offloading Time Optimization via Markov Decision Process in Mobile-Edge Computing

[1]  Ke Zhang,et al.  Energy-Efficient Offloading for Mobile Edge Computing in 5G Heterogeneous Networks , 2016, IEEE Access.

[2]  Lyes Khoukhi,et al.  Prediction-Based Mobile Data Offloading in Mobile Cloud Computing , 2018, IEEE Transactions on Wireless Communications.

[3]  Jie Gao,et al.  Partial Offloading Scheduling and Power Allocation for Mobile Edge Computing Systems , 2019, IEEE Internet of Things Journal.

[4]  M. Bekkali,et al.  The impact of scheduling algorithms for real-time traffic in the 5G femto-cells network , 2018, 2018 9th International Symposium on Signal, Image, Video and Communications (ISIVC).

[5]  Kyunghan Lee,et al.  Mobile Data Offloading: How Much Can WiFi Deliver? , 2013, IEEE/ACM Transactions on Networking.

[6]  Vasilios A. Siris,et al.  Enhancing mobile data offloading with mobility prediction and prefetching , 2012, MobiArch '12.

[7]  Lakshminarayanan Subramanian,et al.  Packet Loss Characterization in WiFi-Based Long Distance Networks , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[8]  Xiaofei Wang,et al.  Deep Reinforcement Learning for Cooperative Edge Caching in Future Mobile Networks , 2019, 2019 IEEE Wireless Communications and Networking Conference (WCNC).

[9]  Mohamed Kamoun,et al.  Energy-optimal resource scheduling and computation offloading in small cell networks , 2015, 2015 22nd International Conference on Telecommunications (ICT).

[10]  Li Zhou,et al.  Energy-Latency Tradeoff for Energy-Aware Offloading in Mobile Edge Computing Networks , 2018, IEEE Internet of Things Journal.

[11]  Khaled Ben Letaief,et al.  Dynamic Computation Offloading for Mobile-Edge Computing With Energy Harvesting Devices , 2016, IEEE Journal on Selected Areas in Communications.

[12]  Weidang Lu,et al.  Small-Cell Assisted Secure Traffic Offloading for Narrowband Internet of Thing (NB-IoT) Systems , 2018, IEEE Internet of Things Journal.

[13]  Yuan Wu,et al.  NOMA-Assisted Multi-Access Mobile Edge Computing: A Joint Optimization of Computation Offloading and Time Allocation , 2018, IEEE Transactions on Vehicular Technology.

[14]  Xu Chen,et al.  In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning , 2018, IEEE Network.

[15]  Tapani Ristaniemi,et al.  Multiobjective Optimization for Computation Offloading in Fog Computing , 2018, IEEE Internet of Things Journal.

[16]  Leslie Pack Kaelbling,et al.  On the Complexity of Solving Markov Decision Problems , 1995, UAI.

[17]  Geoffrey Fox,et al.  Energy-efficient multisite offloading policy using Markov decision process for mobile cloud computing , 2016, Pervasive Mob. Comput..

[18]  Mahbub Hassan,et al.  Geo-intelligent Traffic Scheduling For Multi-Homed On-Board Networks , 2009 .

[19]  Youki Kadobayashi,et al.  Home Edge Computing (HEC): Design of a New Edge Computing Technology for Achieving Ultra-Low Latency , 2018, EDGE.

[20]  Abbas Mehrabi,et al.  Chameleon: Latency and Resolution Aware Task Offloading for Visual-Based Assisted Driving , 2019, IEEE Transactions on Vehicular Technology.

[21]  Xinlei Chen,et al.  A Survey of Opportunistic Offloading , 2018, IEEE Communications Surveys & Tutorials.

[22]  Sangheon Pack,et al.  Spatial and Temporal Computation Offloading Decision Algorithm in Edge Cloud-Enabled Heterogeneous Networks , 2018, IEEE Access.

[23]  Giancarlo Fortino,et al.  Autonomic computation offloading in mobile edge for IoT applications , 2019, Future Gener. Comput. Syst..

[24]  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).

[25]  Ying Wang,et al.  Joint optimization of wireless bandwidth and computing resource in cloudlet-based mobile cloud computing environment , 2017, Peer-to-Peer Networking and Applications.

[26]  Dusit Niyato,et al.  Offloading in Mobile Cloudlet Systems with Intermittent Connectivity , 2015, IEEE Transactions on Mobile Computing.

[27]  Keqin Li,et al.  Computation Offloading Strategy Optimization with Multiple Heterogeneous Servers in Mobile Edge Computing , 2019, IEEE Transactions on Sustainable Computing.

[28]  Daniel Hoffman,et al.  Range-free sensor localisation with ring overlapping based on comparison of received signal strength indicator , 2007, Int. J. Sens. Networks.

[29]  Victor C. M. Leung,et al.  Energy Efficient Resource Management in SWIPT Enabled Heterogeneous Networks With NOMA , 2020, IEEE Transactions on Wireless Communications.

[30]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[31]  Qinglin Zhao,et al.  Dependency-Aware Task Scheduling in Vehicular Edge Computing , 2020, IEEE Internet of Things Journal.

[32]  Yuan Zhang,et al.  To offload or not to offload: An efficient code partition algorithm for mobile cloud computing , 2012, 2012 IEEE 1st International Conference on Cloud Networking (CLOUDNET).

[33]  Chonho Lee,et al.  A survey of mobile cloud computing: architecture, applications, and approaches , 2013, Wirel. Commun. Mob. Comput..

[34]  F. Richard Yu,et al.  Decentralized Computation Offloading in IoT Fog Computing System With Energy Harvesting: A Dec-POMDP Approach , 2020, IEEE Internet of Things Journal.

[35]  Zhisheng Niu,et al.  Exploiting Moving Intelligence: Delay-Optimized Computation Offloading in Vehicular Fog Networks , 2019, IEEE Communications Magazine.