Dynamic Task Allocation and Service Migration in Edge-Cloud IoT System Based on Deep Reinforcement Learning
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Title
Dynamic Task Allocation and Service Migration in Edge-Cloud IoT System Based on Deep Reinforcement Learning
Authors
Keywords
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Journal
IEEE Internet of Things Journal
Volume 9, Issue 18, Pages 16742-16757
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Online
2022-04-05
DOI
10.1109/jiot.2022.3164441
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Note: Only part of the references are listed.- Joint edge caching and dynamic service migration in SDN based mobile edge computing
- (2021) Chunlin Li et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
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- Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations
- (2020) Dapeng Wu et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Offloading Time Optimization via Markov Decision Process in Mobile-Edge Computing
- (2020) Guisong Yang et al. IEEE Internet of Things Journal
- From Centralized Management to Edge Collaboration: A Privacy-Preserving Task Assignment Framework for Mobile Crowdsensing
- (2020) Dapeng Wu et al. IEEE Internet of Things Journal
- Deep Reinforcement Learning for Edge Service Placement in Softwarized Industrial Cyber-Physical System
- (2020) Yixue Hao et al. IEEE Transactions on Industrial Informatics
- A Dynamic Service Migration Mechanism in Edge Cognitive Computing
- (2019) Min Chen et al. ACM Transactions on Internet Technology
- Task migration for mobile edge computing using deep reinforcement learning
- (2019) Cheng Zhang et al. Future Generation Computer Systems-The International Journal of eScience
- Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process
- (2019) Shiqiang Wang et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Computation Offloading and Resource Allocation For Cloud Assisted Mobile Edge Computing in Vehicular Networks
- (2019) Junhui Zhao et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Collaborative Service Placement for Edge Computing in Dense Small Cell Networks
- (2019) Lixing Chen et al. IEEE TRANSACTIONS ON MOBILE COMPUTING
- Survey on Multi-Access Edge Computing for Internet of Things Realization
- (2018) Pawani Porambage et al. IEEE Communications Surveys and Tutorials
- Collaborative Computation Offloading for Multiaccess Edge Computing Over Fiber–Wireless Networks
- (2018) Hongzhi Guo et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Live Service Migration in Mobile Edge Clouds
- (2018) Andrew Machen et al. IEEE WIRELESS COMMUNICATIONS
- Computation Offloading for Multi-Access Mobile Edge Computing in Ultra-Dense Networks
- (2018) Hongzhi Guo et al. IEEE COMMUNICATIONS MAGAZINE
- Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing
- (2018) Tao Ouyang et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- An Efficient Computation Offloading Management Scheme in the Densely Deployed Small Cell Networks With Mobile Edge Computing
- (2018) Fengxian Guo et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Joint Task Offloading and Resource Allocation for Multi-Server Mobile-Edge Computing Networks
- (2018) Tuyen X. Tran et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment
- (2017) Wei Bao et al. IEEE COMMUNICATIONS MAGAZINE
- A Survey on Mobile Edge Computing: The Communication Perspective
- (2017) Yuyi Mao et al. IEEE Communications Surveys and Tutorials
- EMM: Energy-Aware Mobility Management for Mobile Edge Computing in Ultra Dense Networks
- (2017) Yuxuan Sun et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Deep Reinforcement Learning: A Brief Survey
- (2017) Kai Arulkumaran et al. IEEE SIGNAL PROCESSING MAGAZINE
- Providing ultra-short latency to user-centric 5G applications at the mobile network edge
- (2017) I. Farris et al. Transactions on Emerging Telecommunications Technologies
- Follow-Me Cloud: When Cloud Services Follow Mobile Users
- (2016) Tarik Taleb et al. IEEE Transactions on Cloud Computing
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