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October 24-28
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Friday, October 28 • 2:00pm - 2:35pm
Smart Green Computing Cloud Native Operations - William Caban & Federico Rossi, Red Hat

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The European Union and the United States have set up a target of at least 50% - 55% net reduction in greenhouse gas emissions by 2030. But, with the sprawling of the cloud-native workloads and the increased demand for resources: are we doing enough?

Many community efforts and open source projects enable the observability of the power consumption from software resources to hardware resources. How can we combine the visibility provided by these tools to achieve the organization's sustainability goals? 

In this talk, we combine CNCF projects and other open source communities tools to create and continuously improve Machine Learning models for cluster operations. These ML models consider a holistic view of a system: from application runtimes, node metrics, cluster metrics, and network metrics to the tracing of the interactions among the distributed components. These ML models are used for the "smart operations" of the distributed systems aligning to the organization's carbon and power optimization goals.

avatar for William Caban

William Caban

Sr Technical Product Manager, Red Hat
I am a Senior Technical Product Manager in the Red Hat OpenShift Business Unit. I specialize in designing and architecting Kubernetes, AI, and LLM-based products and services for organizations at the forefront of digital disruption. My experience includes architecting large-scale... Read More →
avatar for Federico Rossi

Federico Rossi

Sr. Solutions Architect, Red Hat
Federico Rossi is a Senior Solutions Architect at Red Hat, with professional experience in the design, development, integration, delivery, and maintenance of carrier-grade voice/data networks and services for telco operators worldwide. Federico focuses on architecting 5G RAN, O-RAN... Read More →

Friday October 28, 2022 2:00pm - 2:35pm EDT
251 ABC
  Machine Learning + Data