An Active Storage System for Intelligent Data Analysis and Management
摘要
The surge in demand for value mining behind big data drives the emergence of intelligent data storage systems with multiple roles including data storage, intelligent analysis, and automated management. However, traditional computing-centric storage system design suffers from performance issues caused by data movement and fails to satisfy the demand for intelligent data storage systems. Thereby, we propose an active storage system based on the near-data processing technique from the two perspectives of data intelligence analysis and management. This system is built based on the hardware and software co-design and can realize intelligent in-storage data analysis, caching, and placement.