Infinite Agents, Finite Kubernetes - Mohammad Mikal Bin Amrul Halim Gan, Softbank Corp.

This keynote addresses the infrastructure challenge of running autonomous agents on Kubernetes, which create volatile workloads with short-lived, compute-intensive pods requiring instant GPU/CPU access. It presents an architectural vision for reconciling infinite agent demand against finite physical compute, space, and power resources. Target audience includes infrastructure engineers, platform teams, and cloud native architects at enterprises deploying agentic AI systems.