Adaptive and Fault-Tolerant Scheduling Framework for Scalable and High-Performance Distributed Systems with Dynamic and Heterogeneous Workloads
High-performance distributed systems (HPDS) are increasingly challenged by dynamic workloads, heterogeneous resources, and susceptibility to faults, which degrade scheduling efficiency and resilience. Traditional heuristic and learning-based scheduling approaches, on the other hand, tend to be poorly adaptable and ha...