跨数据中心机器学习：赋能多云智能数算融合-宝阳悦读网

　　　　

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跨数据中心机器学习：赋能多云智能数算融合

作者：虞红芳

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本书基于作者多年的研究成果，详细介绍了跨数据中心机器学习的训练系统设计和通信优化技术。本书面向多数据中心间的分布式机器学习系统，针对多数据中心间有限的传输带宽、动态异构资源，以及异构数据分布三重挑战，自底向上讨论梯度传输协议、流量传送调度、高效通信架构、压缩传输机制、同步优化算法、异构数据优化算法六个层次的优化技术，旨在提升分布式机器学习系统的训练效率和模型性能，突破跨数据中心机器学习的通信瓶颈和数据壁垒，实现多数据中心算力和数据资源的高效整合。

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