most citedAdaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction

12 citations · 14 across the 4 of their papers we have counts for

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cs.DC2024★ 1 cited

Dynamic Scheduling Strategies for Resource Optimization in Computing Environments

Xiaoye Wang

The rapid development of cloud-native architecture has promoted the widespread application of container technology, but the optimization problems in container scheduling and resour…

cs.DC2024

AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP

Xiaoxuan Sun, Yue Yao, Xiaoye Wang +2

With the rapid development of artificial intelligence technology, its application in the optimization of complex computer systems is becoming more and more extensive. Edge computin…

cs.DC2024★ 12 cited

Adaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction

Xiaoye Wang, Xuan Li, Linji Wang +2

This paper proposes an intelligent cache management strategy based on CNN-LSTM to improve the performance and cache hit rate of storage systems. Through comparative experiments wit…