Overview
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn about Samsung's Poseidon project in this 47-minute conference talk that explores building object-based Storage-as-a-Service (STaaS) solutions. Dive into the OCP-based industry collaboration between Samsung, Inspur, and data centers, focusing on an open-source storage software and hardware platform for NVMe-oF based systems. Discover how EDSFF-based storage reference systems address cloud service providers' challenges with large data volumes and customer demands for cost-effective storage. Explore the integration of STaaS deployment with Kubernetes for managing storage resources, enabling full-scale automation of both stateful and stateless components. Gain insights into performance benchmarks, particularly for S3 performance in STaaS deployment, and understand how Poseidon enhances data center storage efficiency. Follow along with practical demonstrations including tenant creation, WAP benchmarking, and ML pipeline implementation, making this talk especially valuable for those interested in cloud storage solutions and AI/ML workloads.
Syllabus
Introduction
Poseidon Overview
Minio Overview
Benchmarks
ML Pipeline
ML Pipeline Demo
Demo
Creating a Tenant
WAP Benchmark
Taught by
SNIAVideo