3 papers
cs.OS2025
Dynamic Optimization of Storage Systems Using Reinforcement Learning Techniques
Chiyu Cheng, Chang Zhou, Yang Zhao
The exponential growth of data-intensive applications has placed unprecedented demands on modern storage systems, necessitating dynamic and efficient optimization strategies. Tradi…
cs.DC2025
Dynamic Adaptation in Data Storage: Real-Time Machine Learning for Enhanced Prefetching
Chiyu Cheng, Chang Zhou, Yang Zhao +1
The exponential growth of data storage demands has necessitated the evolution of hierarchical storage management strategies [1]. This study explores the application of streaming ma…
cs.DC2025
Optimizing SSD Caches for Cloud Block Storage Systems Using Machine Learning Approaches
Chiyu Cheng, Chang Zhou, Yang Zhao +1
The growing demand for efficient cloud storage solutions has led to the widespread adoption of Solid-State Drives (SSDs) for caching in cloud block storage systems. The management…