- Develop training requirements for incremental training and online learning APIs
- Improve training and framework efficiency
- Optimize model update timeliness
- Optimize resource allocation and operational efficiency
- Orchestrate and schedule distributed training and inference
- Schedule traffic for heterogeneous resources
- Synchronize offline to online data and model updates