Expanse launches resource predictor for GPU and HPC clusters
The founders say their software reads code, job scripts and cluster telemetry before SLURM or Kubernetes runs a workload, aiming to cut wasted compute without becoming the scheduler.
By Ryan Merket · Published · Updated
Primary source: Aligned News
Why it matters
AI infrastructure spending has made GPU waste a real target for founders. Expanse is betting enterprises can get more capacity from hardware they already own, but that only works if pooling can clear security, scheduling, and internal politics.
Expanse, a startup built by Ismaeel, Eren, Yafet and Nikodem, has launched with a narrower and more technical pitch than idle-GPU pooling: predict what HPC and GPU jobs actually need before a scheduler sees them.…