From distributed machine learning to federated learning: A survey

J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong… - … and Information Systems, 2022 - Springer
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From distributed machine learning to federated learning: a survey

J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong… - … and Information Systems, 2022 - dl.acm.org
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From Distributed Machine Learning to Federated Learning: A Survey

J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong… - arXiv e …, 2021 - ui.adsabs.harvard.edu
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From distributed machine learning to federated learning: a survey

J Liu, H Jizhou, Y Zhou, X Li, J Shilei… - Knowledge and …, 2022 - search.proquest.com
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From Distributed Machine Learning to Federated Learning: A Survey

J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong… - arXiv preprint arXiv …, 2021 - arxiv.org
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From distributed machine learning to federated learning: a survey

J Liu, J Huang, Y Zhou, X Li, S Ji, H Xiong… - Knowledge and …, 2022 - openreview.net
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

[PDF][PDF] From Distributed Machine Learning to Federated Learning: A Survey

J Liu, J Huang, Y Zhou, X Li, S Ji… - arXiv preprint arXiv …, 2021 - researchgate.net
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

From distributed machine learning to federated learning: a survey.

J Liu, J Huang, Y Zhou, X Li, S Ji… - Knowledge & …, 2022 - search.ebscohost.com
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …

[PDF][PDF] From Distributed Machine Learning to Federated Learning: A Survey

J Liu, J Huang, Y Zhou, X Li, S Ji… - arXiv preprint arXiv …, 2021 - researchgate.net
In recent years, data and computing resources are typically distributed in the devices of end
users, various regions or organizations. Because of laws or regulations, the distributed data …