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Marc Austin
Trends
- 1Marc Austin: Why AI Networks Should Run Like Kubernetes●Marc Austin - Why AI Networks Should Run Like Kubernetes
Marc Austin argues that AI networking should adopt the Kubernetes model, the container orchestration standard that automated how cloud applications are deployed and scaled at large scale. The discussion sits within an ongoing debate among software engineers about whether AI workloads should be managed with the same orchestration and automation principles as conventional cloud infrastructure.
- 2Marc Austin on hyperscaler-style networking for AI workloads●Marc Austin - Network Like a Hyperscaler: Open Source, Kubernetes-Native AI Networking
Marc Austin is presenting an approach to AI networking built on open source and Kubernetes-native tooling, arguing that organisations can design networks the way hyperscalers do without proprietary platforms. The talk has drawn strong attention in software circles, with tens of thousands of engagements, as teams look for scalable networking patterns to support growing AI infrastructure deployments.