Cloud computing - Functional requirements for machine learning as a service
- 참여자
-
신성필
- 연도
- 2020
- 표준화기구
- ITU
- 표준번호
- ITU-T Y.3531
- 원문링크
-
https://www.itu.int/rec/T-REC-Y.3531-202009-I
- 협약과제
-
20HR1200, 인공지능 핵심 표준 및 머신러닝 서비스 플랫폼 표준 개발,
김성한
- 요약
- Recommendation ITU-T Y.3531 provides cloud computing requirements for machine learning as a service (MLaaS), which addresses requirements from use cases. MLaaS is a cloud service category in which the capability provided to the cloud service customer is the provision and use of a machine learning (ML) framework, which is a set of functionalities for provisioning ML data, as well as training, deployment and management of an ML model.
From the perspective of cloud computing service provision, Recommendation ITU-T Y.3531 provides the functional requirements for MLaaS to identify functionalities such as ML data pre-processing, ML model training and ML model testing. Also, Recommendation ITU-T Y.3531 is aligned with the cloud computing reference architecture specified in Recommendation ITU-T Y.3502.