2 papers
cs.DC2025
Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters
Shruti Dongare, Redwan Ibne Seraj Khan, Hadeel Albahar +3
Modern cloud platforms increasingly host large-scale deep learning (DL) workloads, demanding high-throughput, low-latency GPU scheduling. However, the growing heterogeneity of GPU…
cs.LG2025
TransDreamerV3: Implanting Transformer In DreamerV3
Shruti Sadanand Dongare, Amun Kharel, Jonathan Samuel +1
This paper introduces TransDreamerV3, a reinforcement learning model that enhances the DreamerV3 architecture by integrating a transformer encoder. The model is designed to improve…