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Work item:
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Q.MD-CCIT
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Subject/title:
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Cloud computing infrastructure testing for model development
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Status:
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Under study
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Approval process:
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AAP
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Type of work item:
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Recommendation
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Version:
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New
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Equivalent number:
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-
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Timing:
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2028-Q1 (Medium priority)
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Liaison:
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ITU-T SG21, ITU-T SG13
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Supporting members:
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China Telecom; China mobile; CAICT
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Summary:
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According to the ITU F.748.38, model development is an iterative process that encompasses data pre-processing, algorithm research and development, model training, tuning, and evaluation. This process involves various heterogeneous characteristics. The cloud computing infrastructure needs to intelligently integrate and automate the heterogeneous resources of computing, storage, and networking, with built-in scheduling, observability, and management capabilities.
This draft Recommendation would provide reference for standardizing functional testing of cloud computing infrastructure for model development, achieving end to end orchestration and improving the model development performance, availability, and reliability in complex heterogeneous environments.
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Comment:
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-
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Reference(s):
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Historic references:
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Contact(s):
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| ITU-T A.5 justification(s): |
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First registration in the WP:
2026-03-20 14:28:37
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Last update:
2026-03-20 14:47:43
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