Table of Contents - F.748.38 (06/2024) - Technical specification for artificial intelligence cloud platform: General architecture
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 General architecture of artificial intelligence cloud platform 7 Resource management 7.1 Basic resource management 7.2 Resource scheduling 7.3 Heterogeneous computing 8 Model development 8.1 Data pre-processing 8.2 Algorithm development 8.3 Model training 8.4 Visualization 8.5 Model management 9 Model deployment 9.1 Model inference 9.2 Service management 9.3 Distributed serving 9.4 Service scheduling 9.5 Version control 10 High availability 10.1 Breakpoint recovery 10.2 Auto saving 10.3 Monitoring 11 Performance 11.1 Training performance 11.2 Inference performance 11.3 Cluster speed-up 11.4 Exchange latency 12 Platform security 12.1 User authentication 12.2 Access control 12.3 Log audit
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