Towards Federated Learning using FaaS Fabric
Author:
Affiliation:
1. Technische Universität München, Garching (near Munich), Germany
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3429880.3430100
Reference23 articles.
1. Ioana Baldini Paul Castro Kerry Chang Perry Cheng Stephen Fink Vatche Ishakian Nick Mitchell Vinod Muthusamy Rodric Rabbah Aleksander Slominski etal 2017. Serverless computing: Current trends and open problems. In Research Advances in Cloud Computing. Springer 1--20. Ioana Baldini Paul Castro Kerry Chang Perry Cheng Stephen Fink Vatche Ishakian Nick Mitchell Vinod Muthusamy Rodric Rabbah Aleksander Slominski et al. 2017. Serverless computing: Current trends and open problems. In Research Advances in Cloud Computing. Springer 1--20.
2. Cirrus
3. funcX: A Federated Function Serving Fabric for Science
4. Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Load balancing for heterogeneous serverless edge computing: A performance-driven and empirical approach;Future Generation Computer Systems;2024-05
2. Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning;Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing;2024-04-08
3. FLSG: A Novel Defense Strategy Against Inference Attacks in Vertical Federated Learning;IEEE Internet of Things Journal;2024-01-15
4. Privacy-preserving federated learning with various computer-vision tasks for security applications;Artificial Intelligence for Security and Defence Applications;2023-10-17
5. A Survey of Edge Computing Resource Allocation Strategies Based on Federated Learning;2023 International Conference on Networking and Network Applications (NaNA);2023-08
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3