Evolving Storage Solutions for AI/ML Performance and Scale

Explore how storage systems are evolving to meet the demands of modern AI/ML workloads in this 36-minute conference talk from the Storage Developer Conference 2022. Discover Samsung's innovative approach to addressing storage challenges through specialized object storage solutions designed for machine learning applications. Learn about high-performance S3 capabilities, the open-source Samsung DSS stack's ability to handle intensive AI training storage requirements, and methods for identifying performance bottlenecks across different storage backends. Gain insights into DSS Enhanced Minio Object-Store implementation, reference deployment models, and comparative performance analysis between BeeGFS and DSS Gen2 systems. Through detailed benchmarking demonstrations and real-world examples, understand how combining optimized software and hardware architectures enables unprecedented storage performance and scalability for AI/ML workflows.