Industrial-Grade AI on OpenStack HPC - Real-World Use Cases and Future Roadmaps
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Overview
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Explore how organizations successfully deploy large-scale AI workloads on OpenStack infrastructure in this 30-minute conference talk featuring HPC infrastructure experts and AI practitioners. Learn about production-grade implementations of LLMs, reinforcement learning, and distributed training systems running on OpenStack today. Discover the key differences between research requirements and industry needs for open-source cloud infrastructure, while examining critical operational challenges including GPU sharing strategies, networking optimization, and cost management approaches. Gain insights into the evolving landscape of open infrastructure for AI, including Kubernetes integration possibilities, MLOps implementation, and hybrid cloud architectures that are shaping the future of enterprise AI deployments.
Syllabus
Industrial-Grade AI on OpenStack HPC: Real-World Use Cases & Future Roadmaps
Taught by
OpenInfra Foundation