ClusterMAX Security for High Performance AI Networks – Hedgehog Triple-T

Fall 2025

GPU renters store their proprietary model weights on GPUs, which cost tens of thousands to tens of millions of dollars to train and are the core intellectual property of most GenAI companies. Neoclouds who offer Kubernetes namespace isolation between tenants are not secure because there are many container escape vulnerabilities. Learn how Hedgehog VPC helps neoclouds meet ClusterMAX security criteria for multiple tenants in their managed Kubernetes platforms.

Speakers:

Marc Austin is the Chief Executive Officer and founder of Hedgehog. Marc is a fox who knows many things and a hedgehog who knows one big thing. As a Hedgehog he knows that millions of cloud operations teams will use Hedgehog AI networks to train and fine tune AI models for inference at the data edge. As a fox he knows many things from his experience leading mass-scale automation strategy at Cisco, Internet of Things networking at Jasper, digital media delivery at Amazon, mobile application development founding Canvas, the birth of smartphones at AT&T, early mobile ride sharing founding Mobiquity, internet search at Infoseek, e-commerce at Internet Shopping Network and leading people through adversity in the United States Army.

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