AI Augmented Edge and Fog Computing: Trends and Challenges

AI Augmented Edge and Fog Computing: Trends and Challenges

1 August 2022

Fatemeh Mirhakimi

Samodha Pallewatta

Rajkumar Buyya

Papers citing "AI Augmented Edge and Fog Computing: Trends and Challenges"

15 / 15 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
FT-MoE: Sustainable-learning Mixture of Experts Model for Fault-Tolerant Computing with Multiple Tasks Wenjing Xiao Wenhao Song Miaojiang Chen Ruikun Luo Min Chen MoE 218 0 0 29 Apr 2025
iAnomaly: A Toolkit for Generating Performance Anomaly Datasets in Edge-Cloud Integrated Computing Environments Duneesha Fernando M. A. Rodriguez Rajkumar Buyya 21 0 0 05 Nov 2024
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments Duneesha Fernando M. A. Rodriguez Patricia Arroba Leila Ismail Rajkumar Buyya 34 0 0 23 Aug 2024
Autonomous Vehicles: Evolution of Artificial Intelligence and Learning Algorithms Divya Garikapati Sneha Sudhir Shetiya 22 5 0 27 Feb 2024
GSC: Generalizable Service Coordination Farzad Mohammadi V. Shah-Mansouri GNN 24 1 0 05 Nov 2023
OptIForest: Optimal Isolation Forest for Anomaly Detection Haolong Xiang Xuyun Zhang Hongsheng Hu Lianyong Qi Wanchun Dou Mark Dras Amin Beheshti Xiaolong Xu 29 17 0 22 Jun 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 354 3,029 0 22 Mar 2023
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning Sihun Baek Jihong Park Praneeth Vepakomma Ramesh Raskar M. Bennis Seong-Lyun Kim FedML 31 10 0 01 Jul 2022
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing Shreshth Tuli G. Casale N. Jennings 35 38 0 04 Dec 2021
Generative Optimization Networks for Memory Efficient Data Generation Shreshth Tuli Shikhar Tuli G. Casale N. Jennings 25 12 0 06 Oct 2021
SimFaaS: A Performance Simulator for Serverless Computing Platforms Nima Mahmoudi Hamzeh Khazaei 58 30 0 17 Feb 2021
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence Aaqib Saeed Flora D. Salim T. Ozcelebi J. Lukkien FedML SSL 101 99 0 25 Jul 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 174 764 0 28 Sep 2019
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence Shuiguang Deng Hailiang Zhao Weijia Fang Jianwei Yin Schahram Dustdar Albert Y. Zomaya 74 606 0 02 Sep 2019