Rec. ITU-T Y.3176 (09/2020) Machine learning marketplace integration in future networks including IMT-2020
Summary
History
FOREWORD
Table of Contents
1 Scope
2 References
3 Definitions
     3.1 Terms defined elsewhere
     3.2 Terms defined in this Recommendation
4 Abbreviations and acronyms
5 Conventions
6 Introduction
7 High-level requirements for ML marketplace integration
     7.1 ML model metadata related requirements
     7.2 ML marketplace related requirements
8 Architecture for ML marketplace integration
     8.1 Architecture framework components
          8.1.1 Internal ML marketplace
          8.1.2 External ML marketplace
     8.2 Reference points
          8.2.1 Reused reference points
               8.2.1.1 Reference point 3
               8.2.1.2 Reference point 4
               8.2.1.3 Reference point 5
               8.2.1.4 Reference point 6
               8.2.1.5 Reference point 7
          8.2.2 New reference points
               8.2.2.1 Reference point 12
                    8.2.2.1.1 Model_Query API
                    8.2.2.1.2 Model_Selection API
                    8.2.2.1.3 Model_Pull API
                    8.2.2.1.4 Model_Discovery_Poll API
                    8.2.2.1.5 Model_Discovery_Asynchronous_Update API
               8.2.2.2 Reference point 13
                    8.2.2.2.1 Model_Update API
                    8.2.2.2.2 Model_Push API
               8.2.2.3 Reference point 14
                    8.2.2.3.1 Model_Push API
               8.2.2.4 Reference point 15
                    8.2.2.4.1 Model_Query API
                    8.2.2.4.2 Model_Selection API
                    8.2.2.4.3 Model_Discovery_Poll API
                    8.2.2.4.4 Model_Discovery_Asynchronous_Update API
                    8.2.2.4.5 Model_Deployment API
     8.3 Sequence diagrams
          8.3.1 Model search
          8.3.2 Model selection and push
          8.3.3 Model discovery
          8.3.4 Model training
          8.3.5 Model deployment
9 Security Considerations
Bibliography