Do Predictors for Resource Overcommitment Even Predict?

G Christofidi, TD Doudali - Proceedings of the 4th Workshop on Machine …, 2024 - dl.acm.org
Resource overcommitment allows datacenters to improve resource efficiency. In this
approach, the system allocates to the users the amount of resources to be most likely used …

Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization

X Yang, RR Arora, S Jha, C Narayanaswami… - Proceedings of the …, 2024 - ojs.aaai.org
The widespread adoption of public and hybrid clouds, along with elastic resources and
various automation tools for dynamic deployment, has accelerated the rapid provisioning of …