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cs.DC2024
Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing
Yizhou Luo, Qiang Wang, Shaohuai Shi +4
Deep learning (DL) has demonstrated significant success across diverse fields, leading to the construction of dedicated GPU accelerators within GPU clusters for high-quality traini…
cs.AI2024
KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning
Jiahan Chen, Shuhan Qi, Yifan Li +4
Databases are fundamental to contemporary information systems, yet traditional rule-based configuration methods struggle to manage the complexity of real-world applications with hu…