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

12 citations · 13 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024

Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining

Pochun Li

This paper proposes a frequent pattern data mining algorithm based on support vector machine (SVM), aiming to solve the performance bottleneck of traditional frequent pattern minin…

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…

cs.LG2024★ 1 cited

Reinforcement Learning for Adaptive Resource Scheduling in Complex System Environments

Pochun Li, Yuyang Xiao, Jinghua Yan +2

This study presents a novel computer system performance optimization and adaptive workload management scheduling algorithm based on Q-learning. In modern computing environments, ch…