Designing Machine Learning Systems, Chip Huyen, 2022 (O'Reilly Media) - Offers a comprehensive view of machine learning system design, including data management, storage considerations, and architectural choices for production-grade AI.
Storage for AI: Accelerating Your Deep Learning Workloads, WekaIO, 2022 (WekaIO) - Provides insights into the specific storage requirements for deep learning, discussing the role of NVMe, parallel file systems, and optimizing I/O performance for GPU-accelerated workloads.