Ricardo Bianchini

Resource Central

2017

Cloud research to date has lacked data on the characteristics of the production virtual machine (VM) workloads of large cloud providers. A thorough understanding of these characteristics can inform the providers' resource management systems, e.g. …

Energy Use of AI Inference: Efficiency Pathways and Test-Time Compute

2026 · Zenodo (CERN European Organization for Nuclear Research)

As AI inference scales to billions of queries, estimates of per-query energy use are increasingly important for capacity planning, efficiency interventions, and policy. Yet many public estimates assume non-production settings, leading to systematic overestimation. We …