Rec. ITU-T Y.4475 (08/2020) Lightweight intelligent software framework for Internet of things devices
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 LISF features and requirements
     7.1 LISF features
          7.1.1 Accelerated pre-processing
          7.1.2 Online partial learning
          7.1.3 Approximate inferencing
          7.1.4 Optimized learning model
          7.1.5 Full learning
     7.2 LISF requirements
          7.2.1 Applications
          7.2.2 LISF
          7.2.3 Resources
8 Functional architecture of the LISF
     8.1 Online partial learning function
          8.1.1 Learning set-up FE
          8.1.2 Model training FE
          8.1.3 Training control FE
          8.1.4 Operational procedure
     8.2 Approximate inference function
          8.2.1 Inference set-up FE
          8.2.2 Inference driving FE
          8.2.3 Operational procedure
     8.3 Performance-monitoring function
          8.3.1 Learning-monitoring FE
          8.3.2 Inference-monitoring FE
          8.3.3 Operational procedure
     8.4 Accelerated processing function
          8.4.1 Parallelization-managing FE
          8.4.2 Acceleration-managing FE
          8.4.3 Operational procedure
Appendix I  Use case – Personal customization service with drone devices
Appendix II  Use case – Personal vision aids service
Bibliography