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cs.LG2025★ 10 cited
Towards VM Rescheduling Optimization Through Deep Reinforcement Learning
Xianzhong Ding, Yunkai Zhang, Binbin Chen +6
Modern industry-scale data centers need to manage a large number of virtual machines (VMs). Due to the continual creation and release of VMs, many small resource fragments are scat…
cs.LG2024
StreamFP: Learnable Fingerprint-guided Data Selection for Efficient Stream Learning
Tongjun Shi, Shuhao Zhang, Binbin Chen +1
Stream Learning (SL) requires models that can quickly adapt to continuously evolving data, posing significant challenges in both computational efficiency and learning accuracy. Eff…