Tiered Storage for AI Workloads | Open Storage Summit 2025 скачать в хорошем качестве

Tiered Storage for AI Workloads | Open Storage Summit 2025

At the Supermicro Open Storage Summit 2025, theCUBE’s Rob Strechay hosts a powerhouse panel featuring John Kim (NVIDIA), Anders Graham (Kioxia) and Kevin Tubbs (WEKA) for an in-depth look at how AI is transforming storage architectures from the ground up. The discussion examines the shift from training to inference workloads, the growing role of tiered storage in AI pipelines and the architectural choices that determine performance, scalability and efficiency in modern deployments. Kim details how AI workloads now demand a hierarchy of storage tiers to handle massive data lakes, fast checkpointing and advanced techniques like retrieval augmented generation (RAG) and KV cache reuse. Tubbs shares WEKA’s approach to future-proofing storage stacks with its NeuralMesh platform, enabling high performance across on-prem, cloud and edge while adapting to unpredictable AI workloads. Graham explores Kioxia’s flash innovation roadmap, including PCIe 5.0 SSDs, new form factors and BiCS8 technology driving higher capacities and better power efficiency. The conversation underscores how collaboration across the ecosystem – from compute and networking to flash media and software-defined storage – is enabling customers to accelerate time-to-deployment, optimize cost-performance balance and prepare for next-gen AI hardware without forklift upgrades. Whether it’s building exabyte-scale data lakes, optimizing inference for low latency or scaling AI factories globally, this session reveals how Supermicro and its partners are delivering fully integrated, balanced and modular solutions to meet the demands of the AI era. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE’s wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Revolutionizing Data Storage for AI: Innovations and Solutions 02:17 - AI-Driven Transformation: Innovations, Challenges, and Insights in Storage and Processing 09:17 - WEKA's Perspective on Evolving AI Workloads 14:10 - Object Storage's Role in AI with Scality's Insights 17:27 - KIOXIA's Contributions to Flash Memory and AI Growth 21:33 - Supermicro's Approach to AI Infrastructure 25:59 - Diving Deeper into AI Inference and RAG 30:00 - Managing Data Through RAG Pipelines and AI Challenges 38:00 - Benefits of Object Storage in AI Environments 41:59 - The Advancement of SSDs in Enabling AI 45:04 - Collaboration and Integration for Optimized AI Solutions 51:43 - Strategic Insights and Future Directions in AI Storage Solutions #theCUBE #OpenStorageSummit #Supermicro #NVIDIA #WEKA #Kioxia #AIstorage