Optimizing Execution Time and Costs of Cross-Silo Federated Learning Applications with Datasets on different Cloud Providers

Author:

Brum Rafaela C.1,Sens Pierre2,Arantes Luciana2,Castro Maria Clicia3,de A. Drummond Lucia Maria1

Affiliation:

1. Fluminense Federal University Institute of Computing,Niterói,Brazil

2. Sorbonne Université, CNRS, INRIA, LIP6,Paris,France

3. State University of Rio de Janeiro Institute of Mathematics and Statistics,Rio de Janeiro,Brazil

Funder

CNPq

Coordenação de Aperfeiçoamento de Pessoal de Ní vel Superior (CAPES)

Publisher

IEEE

Reference30 articles.

1. Observing the clouds: a survey and taxonomy of cloud monitoring;ward;Journal of cloud computing,2014

2. Joint Resource Allocation for Efficient Federated Learning in Internet of Things Supported by Edge Computing

3. Timely Communication in Federated Learning

4. Personalized Cross-Silo Federated Learning on Non-IID Data

5. Federated learning on non-iid data silos: An experimental study;li;ArXiv,2021

Cited by 2 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. Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

2. Design and analyses of web scraping on burstable virtual machines;Concurrency and Computation: Practice and Experience;2023-12-27

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