Recommendation ITU-T Y.4494 (11/2023) Reference architecture of collaborative decentralized machine learning forintelligent Internet of things services
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 Overview of CDML for intelligent IoT services
7 Characteristics of CDML for intelligent IoT services
8 Reference architecture of CDML for intelligent IoT services
     8.1 General architecture
     8.2 Functional components
          8.2.1 Resource management related FCs
               8.2.1.1 Device service capability abstraction FC
               8.2.1.2 RKGC-FC
          8.2.2 Task decomposition related FCs
               8.2.2.1 CGC-FC
               8.2.2.2 CGO-FC
          8.2.3 Task allocation related FCs
               8.2.3.1 RSC-FC
               8.2.3.2 FE- FC
               8.2.3.3 SPP-FC
               8.2.3.4 CL-FC
9 Common capabilities of CDML for intelligent IoT services
     9.1 Continuous optimization of ML task allocation strategies
     9.2 Publication of ML capabilities
     9.3 Subscription to ML capabilities
     9.4 Access to ML capabilities
Appendix I  Use Case: The implementation of the CDML for intelligent IoT services
Appendix II  Common procedures of CDML for intelligent IoT services
     II.1 Publication of ML capabilities
     II.2 Subscription to ML capabilities
     II.3 Accessing the subscribed ML capabilities in CDML
Bibliography