3 papers
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…
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…