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Sova: A software-defined autonomic framework for virtual network allocations Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 1,Page: 116-130
Authors:  Ye,Zhiyong;  Wang,Yang;  He,Shuibing;  Xu,Chengzhong;  Sun,Xian He
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autonomic computing  dynamic SR-IOV  MAPE-K loop  network allocation  software-defined approach  Virtual machine migration  
Towards cost-effective service migration in mobile edge: A Q-learning approach Journal article
Journal of Parallel and Distributed Computing, 2020,Volume: 146,Page: 175-188
Authors:  Wang,Yang;  Cao,Shan;  Ren,Hongshuai;  Li,Jianjun;  Ye,Kejiang;  Xu,Chengzhong;  Chen,Xi
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Dynamic service migration  Mobile edge computing  Q-learning  Reinforcement learning  Software-defined networking  
HySync: Hybrid Federated Learning with Effective Synchronization Conference paper
Proceedings - 2020 IEEE 22nd International Conference on High Performance Computing and Communications, IEEE 18th International Conference on Smart City and IEEE 6th International Conference on Data Science and Systems, HPCC-SmartCity-DSS 2020
Authors:  Shi,Guomei;  Li,Li;  Wang,Jun;  Chen,Wenyan;  Ye,Kejiang;  Xu,Chengzhong
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Efficient scheduling  Federated learning  hybrid algorithm  
Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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CD-guide: A reinforcement learning based dispatching and charging approach for electric taxicabs Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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SMig-RL: An evolutionary migration framework for cloud services based on deep reinforcement learning Journal article
ACM Transactions on Internet Technology, 2020,Volume: 20,Issue: 4
Authors:  Ren,Hongshuai;  Wang,Yang;  Xu,Chengzhong;  Chen,Xi
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Cloud computing  deep reinforcement learning  dynamic service migration  mobile access  Q-learning  RNN  
Mobicharger: Optimal scheduling for cooperative EV-to-EV dynamic wireless charging Conference paper
Proceedings - International Conference on Distributed Computing Systems
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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Algorithmics of Cost-Driven Computation Offloading in the Edge-Cloud Environment Journal article
IEEE Transactions on Computers, 2020,Volume: 69,Issue: 10,Page: 1519-1532
Authors:  Du, Mingzhe;  Wang, Yang;  Ye,Kejiang;  Xu, Chengzhong
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Cloud Computing  Computation Offloading  Edge Computing  Max-2sat  Min-cut  
RS-pCloud: A Peer-to-Peer Based Edge-Cloud System for Fast Remote Sensing Image Processing Conference paper
Proceedings - 2020 IEEE 13th International Conference on Edge Computing, EDGE 2020
Authors:  Sun,Tongzheng;  Xiong,Jingpan;  Wang,Yang;  Meng,Tianhui;  Chen,Xi;  Xu,Chengzhong
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edge-cloud architecture  load sharing  near-data computing  Peer-to-Peer  remote sensing image  
Towards Elastic Data Warehousing by Decoupling Data Management and Computation Conference paper
ACM International Conference Proceeding Series
Authors:  Liu,Zhi;  Wu,Haowen;  Bai,Tongxin;  Wang,Yang;  Xu,Chengzhong
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Elastic Data Warehouse  PostgreSQL  Spark