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architecture breath-first search cloud computing consolidation correlation coefficient deep learning deep reinforcement learning direction-optimizing BFS disaster response distributed deep learning edge computing federated learning file systems GPU gradient sparsification graph Hadoop Hadoop MapReduce heterogeneous environment imitation learning interfacing Job Scheduling MLOps Publish-subscribe paradigm RDFS Reasoning reinforcement learning rule engine software-defined networking System heterogeneity 자율주행


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2026

2.

Choi, Jiheon; Oh, Sangyoon

Reducing Backfill Failures with Lightweight Uncertainty Buffers under Workload Drift in HPC Job Scheduling Conference Forthcoming

The 26th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing (CCGrid 2026), Forthcoming.

BibTeX | 태그: Job Scheduling

1.

Choo, Minsol; Oh, Sangyoon

GASched: Goal-Adaptive Hierarchical Reinforcement Learning for Multi-Objective HPC Job Scheduling Conference Forthcoming

The 26th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing (CCGrid 2026), Forthcoming.

BibTeX | 태그: Job Scheduling, reinforcement learning