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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  
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  
Understanding the Workload Characteristics in Alibaba: A View from Directed Acyclic Graph Analysis Conference paper
2020 International Conference on High Performance Big Data and Intelligent Systems, HPBD and IS 2020
Authors:  Lu,Chengzhi;  Chen,Wenyan;  Ye,Kejiang;  Xu,Cheng Zhong
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cloud computing  dependency graph analysis  workload characterization  workload type  
Dynamic Task Offloading and Resource Allocation for Mobile-Edge Computing in Dense Cloud RAN Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 4,Page: 3282-3299
Authors:  Zhang,Qi;  Gui,Lin;  Hou,Fen;  Chen,Jiacheng;  Zhu,Shichao;  Tian,Feng
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Cloud radio access network (C-RAN)  Lyapunov optimization  mobile-edge computing (MEC)  resource allocation  task offloading  ultradense network (UDN)  
Adgs: Anomaly detection and localization based on graph similarity in container-based clouds Conference paper
Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
Authors:  Lu,Chengzhi;  Ye,Kejiang;  Chen,Wenyan;  Xu,Cheng Zhong
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Anomaly detection  Anomaly localization  Cloud computing  Graph similarity  
Energy efficient VM scheduling strategies for HPC workloads in cloud data centers Journal article
Sustainable Computing: Informatics and Systems, 2019,Volume: 24
Authors:  Chandio,Aftab Ahmed;  Tziritas,Nikos;  Chandio,Muhammad Saleem;  Xu,Cheng Zhong
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Cloud computing  DVFS  Energy efficiency  HPC cloud  Hypervisor  Power management schemes  VM scheduling  
DP_Greedy: A Two-Phase Caching Algorithm for Mobile Cloud Services Conference paper
Proceedings - IEEE International Conference on Cluster Computing, ICCC
Authors:  Huang,Dong;  Fan,Xiaopeng;  Wang,Yang;  He,Shuibing;  Xu,Chengzhong
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approximation ratio  data caching  data correlations  dynamic programming  greedy strategy  mobile cloud computing  
3D object recognition method with multiple feature extraction from LiDAR point clouds Journal article
Journal of Supercomputing, 2019,Volume: 75,Issue: 8,Page: 4430-4442
Authors:  Tian,Yifei;  Song,Wei;  Sun,Su;  Fong,Simon;  Zou,Shuanghui
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3D object recognition  Feature extraction  LiDAR point cloud  Parallel computing  
Efficiently and securely outsourcing compressed sensing reconstruction to a cloud Journal article
Information Sciences, 2019,Volume: 496,Page: 150-160
Authors:  Yushu Zhang;  Yong Xiang;  Leo Yu Zhang;  Lu-Xing Yang;  Jiantao Zhou
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Asymmetric Verification  Cloud Computing  Compressed Sensing  Compressed Sensing Reconstruction Outsourcing