conftrace_

job scheduling

18 papers

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Co-occurring keywords

resource allocation (251) gpu cluster (8) gpu scheduling (11) resource utilization (16) resource scheduling (14) online algorithm (445) distributed training (188) deep learning training (10) algorithm performance (4) straggler detection (1)

Papers

QOS: Quantum Operating System OSDI 2025
SkipPredict: When to Invest in Predictions for Scheduling NIPS 2024
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters NSDI 2024
Public Event Scheduling with Busy Agents IJCAI 2024
Characterization of Large Language Model Development in the Datacenter NSDI 2024
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023
IMPsys: An Intelligent Mold Processing System for Smart Factory IJCAI 2023
Minimalistic Predictions to Schedule Jobs with Online Precedence Constraints ICML 2023
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing IJCAI 2021
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020
Learning to Perform Local Rewriting for Combinatorial Optimization NIPS 2019
Tiresias: A GPU Cluster Manager for Distributed Deep Learning NSDI 2019
Improving Online Algorithms via ML Predictions NIPS 2018
Job Selection in a Network of Autonomous UAVs for Delivery of Goods RSS 2017
Morpheus: Towards Automated SLOs for Enterprise Clusters OSDI 2016
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016
Thompson Sampling for Complex Online Problems ICML 2014