A Distributed Deep Reinforcement Learning Technique for Application
Placement in Edge and Fog Computing Environments

A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments

24 October 2021

Rajkumar Buyya

Papers citing "A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments"

13 / 13 papers shown

Title
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey J. H. Liu Yao Du Kun Yang Yan Wang Xiping Hu Z. Wang Y. Liu Peng Sun Azzedine Boukerche Victor C.M. Leung 43 0 0 03 May 2025
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing H. T. Nguyen Muhammad Usman Rajkumar Buyya 19 0 0 03 Jul 2024
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments N. Gholipour M. D. Assunção Pranav Agarwal Julien Gascon-Samson Rajkumar Buyya 11 1 0 18 Dec 2023
μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog computing Environments M. Goudarzi M. A. Rodriguez Majid Sarvi Rajkumar Buyya OffRL 15 0 0 13 Oct 2023
Deep Reinforcement Learning-based Scheduling for Optimizing System Load and Response Time in Edge and Fog Computing Environments Zhiyu Wang M. Goudarzi Mingming Gong Rajkumar Buyya 18 57 0 14 Sep 2023
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing Wu-Yang Zhu M. Goudarzi Rajkumar Buyya FedML 27 7 0 05 Aug 2023
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds Zhang Liu Lianfeng Huang Zhibin Gao Manman Luo Seyyedali Hosseinalipour H. Dai GNN 11 14 0 03 Jul 2023
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing Yi Hu Chao Zhang Edward Andert Harshul Singh Aviral Shrivastava James Laudon Yan-Quan Zhou Bob Iannucci Carlee Joe-Wong 9 1 0 23 May 2023
A Decade of Research in Fog computing: Relevance, Challenges, and Future Directions Thang M. Pham 36 52 0 03 May 2023
TinyML: Tools, Applications, Challenges, and Future Research Directions Rakhee Kallimani K. Pai Prasoon Raghuwanshi S. Iyer O. López 36 40 0 23 Mar 2023
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions M. Goudarzi M. Palaniswami Rajkumar Buyya 13 69 0 26 Apr 2022
Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications Zhiyuan Wang M. Goudarzi Jagannath Aryal Rajkumar Buyya 22 21 0 10 Mar 2022
Integration of FogBus2 Framework with Container Orchestration Tools in Cloud and Edge Computing Environments Zhiyu Wang Rajkumar Buyya 19 1 0 04 Dec 2021