Analysis of Reliable Mapping Mechanism Based on DVFS for Federated Learning Tasks in On Chip Network Systems
This paper describes the allocation and scheduling mechanism of federated learning tasks on on-chip network platforms.It models federated learning as a task DAG graph and comprehensively considers platform computing resources and communication capabilities to achieve task optimization mapping under real-time,correlation,and execution reliability constraints.