Performance optimization of serverless edge computing function offloading based on deep reinforcement learning

Energy-Efficient Task Offloading and Resource Allocation via Deep Reinforcement Learning for Augmented Reality in Mobile Edge Networks

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

Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning

(2021) Laha Ale et al.   IEEE Transactions on Cognitive Communications and Networking

TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing

(2021) Sheng Yue et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

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

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

Modeling and Optimization of Performance and Cost of Serverless Applications

(2020) Changyuan Lin et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments

(2020) Mohammad Goudarzi et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Distributed and Collective Deep Reinforcement Learning for Computation Offloading: A Practical Perspective

(2020) Xiaoyu Qiu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Operating Latency Sensitive Applications on Public Serverless Edge Cloud Platforms

(2020) Istvan Pelle et al.   IEEE Internet of Things Journal

A computation offloading method over big data for IoT-enabled cloud-edge computing

(2019) Xiaolong Xu et al.   Future Generation Computer Systems-The International Journal of eScience

Multi-Hop Cooperative Computation Offloading for Industrial IoT–Edge–Cloud Computing Environments

(2019) Zicong Hong et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A dynamic tradeoff data processing framework for delay-sensitive applications in Cloud of Things systems

(2018) Yucen Nan et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Survey on fog computing: architecture, key technologies, applications and open issues

(2017) Pengfei Hu et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Edge Computing: Vision and Challenges

(2016) Weisong Shi et al.   IEEE Internet of Things Journal