Posts

Summary of EVA

[联邦学习][同态加密优化]EVA学习笔记
Minel Huang
Last updated on Jun 16, 2022 1 min read

Summary of VF2Boost

[分布式机器学习][联邦学习][并行优化]VF2Boost学习笔记
Minel Huang
Last updated on Jun 16, 2022 1 min read

Summary of HiPress

[分布式机器学习][通信优化]HiPress - Compress-awareness分布式机器学习framework学习笔记
Minel Huang
Last updated on Jun 16, 2022 2 min read

Summary of Sketching

[分布式机器学习][联邦学习][通信优化]分布式机器学习通信优化之Sketching
Minel Huang
Last updated on Jun 16, 2022 2 min read

Summary of CMFL

[分布式机器学习][联邦学习][通信优化]Gaia学习笔记
Minel Huang
Last updated on Jun 16, 2022 1 min read

Summary of Gaia

[分布式机器学习][Geo-Distributed][通信优化]Gaia学习笔记
Minel Huang
Last updated on Jun 16, 2022 1 min read

Summary of BatchCrypt

[分布式机器学习][联邦学习][通信优化]BatchCrypt学习笔记
Minel Huang
Last updated on Jun 16, 2022 2 min read

Survey of Communication-based Optimization for Federated Learning

[联邦学习][通信优化][Survey]针对联邦学习系统中通信模块设计调研
Minel Huang
Last updated on Jun 16, 2022 2 min read

Survey of System Design for Distributed ML & FL

[机器学习][联邦学习][系统设计][Survey]对ML和FL中system design的调研总结
Minel Huang
Last updated on Jun 16, 2022 3 min read

Summary of Hoplite

[分布式机器学习][通信优化]Hoplite学习笔记
Minel Huang
Last updated on Jan 2, 2022 2 min read