crossrefFuture Internet2025-04-11
Employing Streaming Machine Learning for Modeling Workload Patterns in Multi-Tiered Data Storage Systems
Edson Ramiro Lucas Filho, George Savva, Lun Yang, Kebo Fu, Jianqiang Shen, Herodotos Herodotou
Modern multi-tiered data storage systems optimize file access by managing data across a hybrid composition of caches and storage tiers while using policies whose decisions can severely impact the storage system’s performance. Recently, different Machine-Learning (ML) algorithms h…