Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments
using A3C learning and Residual Recurrent Neural Networks

Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks

1 September 2020

Shashikant Ilager

K. Ramamohanarao

Rajkumar Buyya

Papers citing "Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks"

12 / 12 papers shown

Title
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey Jing Liu Yao Du Kun Yang Yan Wang Xiping Hu Zehua Wang Yang Liu Peng Sun Azzedine Boukerche Victor C.M. Leung 43 0 0 03 May 2025
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm Yihong Li Xiaoxi Zhang Tian Zeng Jingpu Duan Chuanxi Wu Di Wu Xu Chen 21 15 0 01 Feb 2023
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions Sundas Iftikhar S. Gill Chenghao Song Minxian Xu M. Aslanpour ... Félix Cuadrado Blesson Varghese Omer F. Rana Schahram Dustdar Steve Uhlig 39 132 0 09 Dec 2022
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 21 56 0 01 Aug 2022
A Combination of Host Overloading Detection and Virtual Machine Selection in Cloud Server Consolidation based on Learning Method Huixi Li Yinhao Xiao Yongluo Shen 11 1 0 28 Jun 2022
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments Shreshth Tuli G. Casale N. Jennings 16 31 0 21 May 2022
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions M. Goudarzi M. Palaniswami Rajkumar Buyya 15 69 0 26 Apr 2022
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments Shreshth Tuli G. Casale N. Jennings 24 21 0 16 Dec 2021
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems Shreshth Tuli G. Casale N. Jennings 23 36 0 14 Dec 2021
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing Shreshth Tuli G. Casale N. Jennings 32 38 0 04 Dec 2021
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks Shreshth Tuli S. Gill Peter Garraghan Rajkumar Buyya G. Casale N. Jennings AI4TS 11 25 0 19 Nov 2021
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments M. Goudarzi M. Palaniswami Rajkumar Buyya OffRL 35 85 0 24 Oct 2021