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Kim et al., 2018 - Google Patents

Nsml: Meet the mlaas platform with a real-world case study

Kim et al., 2018

View PDF
Document ID
7593772470668024310
Author
Kim H
Kim M
Seo D
Kim J
Park H
Park S
Jo H
Kim K
Yang Y
Kim Y
Sung N
Ha J
Publication year
Publication venue
arXiv preprint arXiv:1810.09957

External Links

Snippet

The boom of deep learning induced many industries and academies to introduce machine learning based approaches into their concern, competitively. However, existing machine learning frameworks are limited to sufficiently fulfill the collaboration and management for …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

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    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5038—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
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