GPU Utilization Is Becoming the New Cloud Waste Crisis
Enterprises are facing a crisis of GPU utilization, with an average of only 5% of provisioned GPU capacity being used. This inefficiency comes at a time when GPU prices are rising, leading organizations to pay more for underutilized resources. The shift from GPU scarcity to over-reservation highlights the need for better optimization strategies in managing GPU workloads.
- ▪Average GPU utilization across enterprise Kubernetes clusters is only 5%.
- ▪95% of provisioned GPU capacity is idle at any given moment.
- ▪Organizations are now paying more for GPU capacity that they cannot efficiently utilize.
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