Overview
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Explore a comprehensive analysis of how data center innovation is shifting from hardware-focused improvements to operations-centric optimization in this 22-minute conference presentation. Learn about the dual role of AI as both a driver for new network infrastructure builds and a toolset for enhancing network operations, based on collaborative research between Solutional, The Futurum Group, and Nokia. Discover how hyperscalers and emerging NeoCloud providers are driving massive fabric build-outs to support GPU-intensive workloads like model training and video rendering. Understand why network reliability has become the top purchasing criterion for data center infrastructure, surpassing cost considerations, and examine how human error continues to impact operational efficiency. Analyze market trends showing that as data center hardware has standardized around merchant silicon and stable Spine-Leaf architectures, the competitive advantage has shifted to operational excellence and automation capabilities. Review findings from a multi-faceted validation study including reliability surveys, Bell Labs collaboration on downtime reduction models, and real-world case studies from Nokia's internal enterprise IT migration to SR Linux and EDA platforms. Gain insights into the growing industry demand for advanced automation and AIOps tools that can deliver the next generation of performance improvements in data center environments.
Syllabus
The Age of Operations: Third Party Views of DCF Innovation
Taught by
Tech Field Day