Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking

6 August 2019

Fan Zhang

Lei Wang

Papers citing "Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking"

23 / 23 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 86 0 0 03 May 2025
SMOTEC: An Edge Computing Testbed for Adaptive Smart Mobility Experimentation Zeinab Nezami Evangelos Pournaras Amir Borzouie Jie Xu 19 4 0 20 Jul 2023
A Generalized Look at Federated Learning: Survey and Perspectives Taki Hasan Rafi Faiza Anan Noor Tahmid Hussain Dong-Kyu Chae Zhaohui Yang OOD FedML 70 0 0 26 Mar 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 75 134 0 09 Dec 2022
DRAGON: Decentralized Fault Tolerance in Edge Federations Shreshth Tuli G. Casale N. Jennings 58 10 0 16 Aug 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 63 57 0 01 Aug 2022
Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang FedML 127 25 0 24 May 2022
CAROL: Confidence-Aware Resilience Model for Edge Federations Shreshth Tuli G. Casale N. Jennings 80 8 0 14 Mar 2022
AI for Next Generation Computing: Emerging Trends and Future Directions S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 52 405 0 05 Mar 2022
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things Jiehan Zhou Shouhua Zhang Qinghua Lu W. Dai Min Chen Xin Liu Susanna Pirttikangas Yang Shi Weishan Zhang E. Herrera-Viedma FedML AI4CE 79 46 0 21 Apr 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 337 881 0 01 Mar 2021
Performance Optimization for Federated Person Re-identification via Benchmark Analysis Weiming Zhuang Yonggang Wen Xuesen Zhang Xin Gan Daiying Yin Dongzhan Zhou Shuai Zhang Shuai Yi FedML 124 98 0 26 Aug 2020
Bosch Deep Learning Hardware Benchmark Armin Runge Thomas Wenzel Dimitrios Bariamis B. Staffler Lucas Drumond Michael Pfeiffer 35 0 0 24 Aug 2020
FLBench: A Benchmark Suite for Federated Learning Yuan Liang Yange Guo Yanxia Gong Chunjie Luo Jianfeng Zhan Yunyou Huang FedML 76 10 0 17 Aug 2020
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems Sixu Hu Yuan N. Li Xu Liu Yue Liu Zhaomin Wu Bingsheng He FedML 100 57 0 14 Jun 2020
AIBench Scenario: Scenario-distilling AI Benchmarking Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 61 14 0 06 May 2020
A Survey on Edge Performance Benchmarking Blesson Varghese Nan Wang David Bermbach Cheol-Ho Hong Eyal de Lara Weisong Shi Christopher Stewart 55 9 0 24 Apr 2020
AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing Tianshu Hao Jianfeng Zhan K. Hwang Wanling Gao Xu Wen 20 1 0 10 Feb 2020
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads Jianfeng Zhan Lei Wang Wanling Gao Rui Ren 45 11 0 02 Dec 2019
Machine Learning and Big Scientific Data Tony (Anthony) John Grenville Hey K. Butler Sam Jackson Jeyarajan Thiyagalingam AI4CE 71 75 0 12 Oct 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 66 45 0 13 Aug 2019
HPC AI500: A Benchmark Suite for HPC AI Systems Zihan Jiang Wanling Gao Lei Wang Xingwang Xiong Yuchen Zhang ... Yunquan Zhang Shengzhong Feng KenLi Li Weijia Xu Jianfeng Zhan ELM 68 40 0 27 Jul 2019
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Yue Liu Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 130 1,009 0 23 Jul 2019