conftrace_

job completion time

12 papers

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Also known as

JCT

Co-occurring keywords

resource allocation (251) cluster scheduling (18) gpu cluster (8) resource scheduling (14) task scheduling (19) throughput optimization (46) deep learning (2118) serverless analytics (2) execution cost (1) analytics workload (1)

Papers

SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters ACL 2026
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters NSDI 2025
MOSEL: Inference Serving Using Dynamic Modality Selection EMNLP 2024
When will my ML Job finish? Toward providing Completion Time Estimates through Predictability-Centric Scheduling OSDI 2024
Unlocking unallocated cloud capacity for long, uninterruptible workloads NSDI 2023
Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters OSDI 2022
Elastic Resource Sharing for Distributed Deep Learning NSDI 2021
Caerus: NIMBLE Task Scheduling for Serverless Analytics NSDI 2021
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning OSDI 2021
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads OSDI 2020
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
Altruistic Scheduling in Multi-Resource Clusters OSDI 2016