Cache-Assisted Collaborative Task Offloading and Resource Allocation Strategy: A Metareinforcement Learning Approach

Optimizing Age of Information Through Aerial Reconfigurable Intelligent Surfaces: A Deep Reinforcement Learning Approach

(2021) Moataz Samir et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Offloading Tasks With Dependency and Service Caching in Mobile Edge Computing

(2021) Gongming Zhao et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC

(2021) Juan Chen et al.   IEEE Internet of Things Journal

MR-DRO: A Fast and Efficient Task Offloading Algorithm in Heterogeneous Edge/Cloud Computing Environments

(2021) Ziru Zhang et al.   IEEE Internet of Things Journal

Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing Systems

(2020) Suzhi Bi et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep-Reinforcement-Learning-Based Offloading Scheduling for Vehicular Edge Computing

(2020) Wenhan Zhan et al.   IEEE Internet of Things Journal

Federated learning for 6G communications: Challenges, methods, and future directions

(2020) Yi Liu et al.   China Communications

Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning

(2020) Jin Wang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications

(2020) Helin Yang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach

(2020) Helin Yang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Reinforcement Learning, Fast and Slow

(2019) Matthew Botvinick et al.   TRENDS IN COGNITIVE SCIENCES

An Edge-Computing Based Architecture for Mobile Augmented Reality

(2019) Jinke Ren et al.   IEEE NETWORK

Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges

(2019) Zehui Xiong et al.   IEEE Vehicular Technology Magazine

Online Proactive Caching in Mobile Edge Computing Using Bidirectional Deep Recurrent Neural Network

(2019) Laha Ale et al.   IEEE Internet of Things Journal

Joint Multi-User Computation Offloading and Data Caching for Hybrid Mobile Cloud/Edge Computing

(2019) Xiaolong Yang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Cache-Aware Computation Offloading in IoT Systems

(2019) Hua Wei et al.   IEEE Systems Journal

Collaborative Service Placement for Edge Computing in Dense Small Cell Networks

(2019) Lixing Chen et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Energy Efficient Task Caching and Offloading for Mobile Edge Computing

(2018) Yixue Hao et al.   IEEE Access

QoE-aware Computation Offloading to Capture Energy-Latency-Pricing Tradeoff in Mobile Clouds

(2018) Sung-Tae Hong et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Computation Offloading with Data Caching Enhancement for Mobile Edge Computing

(2018) Shuai Yu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Resource allocation and distributed uplink offloading mechanism in fog environment

(2018) Linna Ruan et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

(2018) Xianfu Chen et al.   IEEE Internet of Things Journal

A Survey on Mobile Edge Computing: The Communication Perspective

(2017) Yuyi Mao et al.   IEEE Communications Surveys and Tutorials

Mobile Edge Computing: A Survey on Architecture and Computation Offloading

(2017) Pavel Mach et al.   IEEE Communications Surveys and Tutorials

Offloading in Mobile Edge Computing: Task Allocation and Computational Frequency Scaling

(2017) Thinh Quang Thinh et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams

(2017) Thilina Buddhika et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications

(2017) Shuo Wang et al.   IEEE Access

Energy-Efficient Resource Allocation for Mobile Edge Computing-Based Augmented Reality Applications

(2017) Ali Al-Shuwaili et al.   IEEE Wireless Communications Letters

Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing

(2016) Xu Chen et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

List Scheduling Algorithm for Heterogeneous Systems by an Optimistic Cost Table

(2014) Hamid Arabnejad et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Markov Decision Processes: A Tool for Sequential Decision Making under Uncertainty

(2010) Oguzhan Alagoz et al.   MEDICAL DECISION MAKING