ECSRL: A Learning-Based Scheduling Framework for AI Workloads in Heterogeneous Edge-Cloud Systems.
Changyao LinZiyang ZhangHuan LiJie LiuPublished in: SenSys (2021)
Keyphrases
- learning process
- learning systems
- artificial intelligence
- learning algorithm
- intelligent behavior
- learning frameworks
- learning mechanism
- expert systems
- intelligent systems
- online learning
- computational intelligence
- learning scheme
- knowledge based systems
- knowledge acquisition
- databases
- management system
- scheduling problem
- computational systems
- ai systems
- reinforcement learning
- supervised learning
- learning problems
- learning tasks
- multiscale
- inductive inference
- multi agent systems
- complex systems
- prior knowledge
- active learning
- np hard
- database