Towards distributed machine learning in shared clusters: A dynamically-partitioned approach
Many cluster management systems (CMSs) have been proposed to share a single cluster with multiple distributed computing systems. However, none of the existing approaches can handle distributed machine learning (ML) workloads given the following criteria: high resource utilization, fair resource allo...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2017
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/4766 https://ink.library.smu.edu.sg/context/sis_research/article/5769/viewcontent/1704.06738.pdf |
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| Institution: | Singapore Management University |
| Language: | English |