CIQ's Fuzzball Runs HPC and AI Inference From One YAML Workflow
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Global – November 10, 2026 -- CIQ's Fuzzball orchestration software lets operators describe an HPC or AI job in one YAML file and run it across five cloud platforms and on-premises clusters, so a new workload type no longer requires a separate stack, according to a session at AI Infrastructure Field Day.
One YAML file defines compute, containers, data and job order
A Fuzzball workflow specifies the compute each job needs, the container images it runs, the data it uses and the sequence of jobs. A training job can request GPUs, and a serving job can depend on it. Deployment targets are AWS, Google Cloud, Oracle Cloud, CoreWeave and Azure, alongside on-premises clusters. Where an operator runs more than one cluster, Fuzzball places each job by cost, performance and data locality.