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Marcelo Amaral

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When Observability Meets Sustainability: A Real World ExperienceSustainabilityCon @ Open Source Summit Europe 20232023-09-19
A deployed measurement system collects ~100 metrics across four dimensions: security and compliance, reliability and availability, effectiveness of operations…
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Greening the AI Cloud: Validating Power Models for Kubernetes ContainersSustainabilityCon @ Open Source Summit Europe 20232023-09-19
Claims that ML can account for up to 40% of data center energy and demonstrates an open source Kepler framework (now CNCF Sandbox) that estimates energy per…
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Greening the AI Cloud: Validating Power Models for Kubernetes ContainersOpen Source Summit Europe 20232023-09-19
Machine learning drives up to 40% of data center energy and Kepler framework measures per-process, container, pod and job power using eBPF collectors for low…
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When Observability Meets Sustainability: A Real World ExperienceOpen Source Summit Europe 20232023-09-19
A full‑stack measurement system collects ~100 metrics across security, reliability, operations and greenness, using sensors on racks and cooling plus…
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KubeVirt scale test by creating 400 VMIs on a single nodeFOSDEM 20222022-02-05
As the number of VMs per node gets larger, using more powerful nodes (i.e. with more CPUs and RAM), the scalability of Kubevirt's control plane becomes a…
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