Cloud computing - Functional requirements for machine learning as a service
- Contributors
-
Shin Sung Pil
- Year
- 2020
- Standard Body
- ITU
- Standard No.
- ITU-T Y.3531
- Source Link
-
https://www.itu.int/rec/T-REC-Y.3531-202009-I
- Project Code
-
20HR1200, Standards Development of Artificial Intelligence Core Technologies and Machine Learning Service Platform,
Kim Sung Han
- Abstract
- 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.