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检索条件"主题词=Synchronous parallel"
3 条 记 录,以下是1-10 订阅
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WBSP: Addressing stragglers in distributed machine learning with worker-busy synchronous parallel
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parallel COMPUTING 2024年 121卷
作者: Yang, Duo Hu, Bing Liu, An Jin, A-Long Yeung, Kwan L. You, Yang Zhejiang Univ Hangzhou Peoples R China Educ Univ Hong Kong Hong Kong Peoples R China Natl Univ Singapore Singapore Singapore
Parameter server is widely used in distributed machine learning to accelerate training. However, the increasing heterogeneity of workers' computing capabilities leads to the issue of stragglers, making parameter s... 详细信息
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A synchronous program algebra: a basis for reasoning about shared-memory and event-based concurrency
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FORMAL ASPECTS OF COMPUTING 2019年 第2期31卷 133-163页
作者: Hayes, Ian J. Meinicke, Larissa A. Winter, Kirsten Colvin, Robert J. Univ Queensland Sch Informat Technol & Elect Engn Brisbane Qld 4072 Australia
In this paper we introduce an abstract algebra for reasoning about concurrent programs, that includes an abstract algebra of atomic steps, with sub-algebras of program and environment steps, and an abstract synchronis... 详细信息
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A Hybrid parallelization Approach Based on Workers Grouping Algorithm
A Hybrid Parallelization Approach Based on Workers Grouping ...
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作者: Ruoyu Lu SouthWest Jiaotong University
As the volume of model data increases,traditional machine learning is not able to train models efficiently,so distributed machine learning is gradually used in large-scale data ***,commonly used distributed machine le... 详细信息
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