Collection
AI-empowered Resource Provision and Service Scheduling in Multi-Clouds
- Submission status
- Closed
Editors
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Ying Chen
Ying Chen is currently an Associate Professor with Computer School, Beijing Information Science and Technology University, Beijing. She received the PhD degree in computer science and technology from Tsinghua University, Beijing, in 2017. She was a joint PhD student in University of Waterloo from 2015 to 2016. She is the recipient of the Best Paper Award at IEEE SmartIoT 2019, Best paper Candidate Award at IEEE ICWS 2014, 2016 Google Ph. D Fellowship Award and 2014 Google Anita Borg (Google Women Techmakers Scholars Program) Award, respectively. She serves the Technical Program Committee (TPC) member of IEEE SmartIoT, IEEE HPCC, IEEE Cloud...
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Shangguang Wang
Shangguang Wang is a Professor at the School of Computer Science and Engineering, Beijing University of Posts and Telecommunications, China. He received his Ph.D. degree at Beijing University of Posts and Telecommunications in 2011. He has published more than 150 papers in journals such as IEEE JASC, TMC, TSC, and TCC, and conferences such as IJCAI, INFOCOM, AAAI and ICWS. His research interests include service computing, mobile edge computing, cloud computing, and Satellite Computing. He is currently serving as Chair of IEEE Technical Committee on Services Computing (2022-2013), and Vice-Chair of IEEE Technical Committee on Cloud Computing .
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Geyong Min
Geyong Min is a Professor in the Department of Computer Science within the College of Engineering, Mathematics and Physical Sciences at the University of Exeter, United Kingdom. He received the PhD degree in Computing Science from the University of Glasgow, United Kingdom, in 2003. His research interests include Future Internet, Computer Networks, Wireless Communications, Information Security, Modelling and Performance Engineering. He severs/served
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Qiang Ye &
Qiang Ye
Qiang Ye (qiangy@mun.ca) received the Ph.D. degree in electrical and computer engineering from the University of Waterloo, ON, Canada, in 2016. Since September 2021, he has been an Assistant Professor with the Department of Computer Science, Memorial University of Newfoundland, NL, Canada. Before joining the Memorial University, he had been with the Department of Electrical and Computer Engineering and Technology, Minnesota State University, Mankato, USA, as an Assistant Professor from September ...
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Phu Thinh Do
Phu Thinh Do received the Ph.D. degrees from the Department of Electronics and Radio Engineering, Kyung Hee University, Korea, in 2016. From 2016 to 2019, he was first a postdoctoral fellow at the Digital Communication Lab, Kyung Hee University, then at Broadband Communications Research Lab, University of Waterloo, Canada. He is now an assistant professor at the Post and Telecommunication Institute of Technology - Ho Chi Minh City Campus, Vietnam. His current research interests include intelligence networks, and retail science. He served ...
Articles (28 in this collection)
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Adaptive device sampling and deadline determination for cloud-based heterogeneous federated learning
Authors (first, second and last of 5)
- Deyu Zhang
- Wang Sun
- Shiwen He
- Content type: Research
- Open Access
- Published: 03 November 2023
- Article: 153
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Stateless Q-learning algorithm for service caching in resource constrained edge environment
Authors (first, second and last of 7)
- Binbin Huang
- Ziqi Ran
- Zhengqian Xu
- Content type: Research
- Open Access
- Published: 13 September 2023
- Article: 132
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AI-empowered game architecture and application for resource provision and scheduling in multi-clouds
Authors
- Lei Yu
- Yucong Duan
- Content type: Research
- Open Access
- Published: 30 August 2023
- Article: 129
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Data-intensive workflow scheduling strategy based on deep reinforcement learning in multi-clouds
Authors (first, second and last of 4)
- Shuo Zhang
- Zhuofeng Zhao
- Shenghui Qin
- Content type: Research
- Open Access
- Published: 26 August 2023
- Article: 125
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COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment
Authors (first, second and last of 6)
- Ruohan Shi
- Qilin Fan
- Meng Chen
- Content type: Research
- Open Access
- Published: 24 August 2023
- Article: 123
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Collaborative on-demand dynamic deployment via deep reinforcement learning for IoV service in multi edge clouds
Authors (first, second and last of 6)
- Yuze Huang
- Beipeng Feng
- Boren Zheng
- Content type: Research
- Open Access
- Published: 08 August 2023
- Article: 119
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An intelligent approach of task offloading for dependent services in Mobile Edge Computing
Authors
- Jie Chen
- Yajing Leng
- Jiwei Huang
- Content type: Research
- Open Access
- Published: 18 July 2023
- Article: 107
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IoV data sharing scheme based on the hybrid architecture of blockchain and cloud-edge computing
Authors
- Tiange Zheng
- Junhua Wu
- Guangshun Li
- Content type: Research
- Open Access
- Published: 05 July 2023
- Article: 99
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Task offloading optimization mechanism based on deep neural network in edge-cloud environment
Authors (first, second and last of 6)
- Lingkang Meng
- Yingjie Wang
- Zhipeng Cai
- Content type: Research
- Open Access
- Published: 11 May 2023
- Article: 76
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Blockchain-based collaborative edge computing: efficiency, incentive and trust
Authors (first, second and last of 6)
- Qinghang Gao
- Jianmao Xiao
- Zhiyong Feng
- Content type: Research
- Open Access
- Published: 08 May 2023
- Article: 72
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Predicting the total Unified Parkinson’s Disease Rating Scale (UPDRS) based on ML techniques and cloud-based update
Authors (first, second and last of 6)
- Sahand Hamzehei
- Omid Akbarzadeh
- Mohammad R. Khosravi
- Content type: Research
- Open Access
- Published: 21 January 2023
- Article: 12
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Lightweight similarity checking for English literatures in mobile edge computing
Authors (first, second and last of 4)
- Xiaomei Liu
- Ailing Gao
- Mohammad Mahdi Moghimi
- Content type: Research
- Open Access
- Published: 05 January 2023
- Article: 3
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Federated learning in cloud-edge collaborative architecture: key technologies, applications and challenges
Authors
- Guanming Bao
- Ping Guo
- Content type: Review
- Open Access
- Published: 15 December 2022
- Article: 94
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Efficient 3D object recognition in mobile edge environment
Authors
- Mofei Song
- Qi Guo
- Content type: Research
- Open Access
- Published: 10 December 2022
- Article: 92
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Task offloading in hybrid-decision-based multi-cloud computing network: a cooperative multi-agent deep reinforcement learning
Authors (first, second and last of 6)
- Juan Chen
- Peng Chen
- Canghong Shi
- Content type: Research
- Open Access
- Published: 08 December 2022
- Article: 90
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Reinforcement learning empowered multi-AGV offloading scheduling in edge-cloud IIoT
Authors (first, second and last of 6)
- Peng Liu
- Zhe Liu
- Huijuan Lu
- Content type: Research
- Open Access
- Published: 10 November 2022
- Article: 78
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A collaborative computation and dependency-aware task offloading method for vehicular edge computing: a reinforcement learning approach
Authors (first, second and last of 6)
- Guozhi Liu
- Fei Dai
- Lecheng Li
- Content type: Research
- Open Access
- Published: 20 October 2022
- Article: 68
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A service composition method using improved hybrid teaching learning optimization algorithm in cloud manufacturing
Authors (first, second and last of 4)
- Jun Zeng
- Juan Yao
- Junhao Wen
- Content type: Research
- Open Access
- Published: 15 October 2022
- Article: 66
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A designated verifier multi-signature scheme in multi-clouds
Authors (first, second and last of 5)
- Chaoyue Tan
- Yuling Chen
- Tao Li
- Content type: Research
- Open Access
- Published: 01 October 2022
- Article: 61
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Privacy-aware and Efficient Student Clustering for Sport Training with Hash in Cloud Environment
Authors (first, second and last of 4)
- Guoyan Diao
- Fang Liu
- Mohammad Kazem Moghimi
- Content type: Research
- Open Access
- Published: 28 September 2022
- Article: 52
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Efficient and scalable patients clustering based on medical big data in cloud platform
Authors
- Yongsheng Zhou
- Majid Ghani Varzaneh
- Content type: Research
- Open Access
- Published: 24 September 2022
- Article: 49
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Collaborative task offloading and resource allocation with hybrid energy supply for UAV-assisted multi-clouds
Authors (first, second and last of 5)
- Yu Zhou
- Hui Ge
- Jiwei Huang
- Content type: Research
- Open Access
- Published: 09 September 2022
- Article: 42
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A maturity model for AI-empowered cloud-native databases: from the perspective of resource management
Authors (first, second and last of 4)
- Xiaoyue Feng
- Chaopeng Guo
- Jie Song
- Content type: Research
- Open Access
- Published: 07 September 2022
- Article: 39
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Private anomaly detection of student health conditions based on wearable sensors in mobile cloud computing
Authors (first, second and last of 4)
- Yu Xie
- Kuilin Zhang
- Mohammad Jafar Mokarram
- Content type: Research
- Open Access
- Published: 05 September 2022
- Article: 38
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Research on influencing factors of artificial intelligence multi-cloud scheduling applied talent training based on DEMATEL-TAISM
Authors
- Yi-jie Bian
- Lu Xie
- Jing-qi Li
- Content type: Research
- Open Access
- Published: 30 August 2022
- Article: 35
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Locality sensitive hashing-aware fruit fly optimization algorithm and its application in edge server placement
Authors
- Qian Cao
- Bo Liu
- Ying Jin
- Content type: Research
- Open Access
- Published: 30 August 2022
- Article: 34
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Grid-Based coverage path planning with NFZ avoidance for UAV using parallel self-adaptive ant colony optimization algorithm in cloud IoT
Authors (first, second and last of 4)
- Yiguang Gong
- Kai Chen
- Yunping Liu
- Content type: Research
- Open Access
- Published: 23 August 2022
- Article: 29