conftrace_

gpu cluster

8 papers

Explore in graph

Co-occurring keywords

job scheduling (18) gpu scheduling (11) cluster scheduling (18) resource utilization (16) job completion time (12) gpu utilization (8) distributed training (188) deep learning training (10) predictability-centric scheduling (1) weighted fair queueing (1)

Papers

SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters ACL 2026
Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters AAAI 2025
When will my ML Job finish? Toward providing Completion Time Estimates through Predictability-Centric Scheduling OSDI 2024
MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022
EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition AAAI 2021
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020
FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters CVPR 2016