Scott Trent
Staff Research Scientist at IBM Research - Tokyo
Tokyo, Japan
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As a researcher at IBM Research-Tokyo, Scott Trent is engaged in cloud infrastructure, sustainability, AI, and operating system research. His primary interests include reliability, security, performance, and Unix operating systems topics.
He has been working on the SusQL project since Q4 2023 to gather and visualize usable energy consumption and carbon dioxide emission data for tagged resources (such as AI model training) on Kubernetes clusters including OpenShift.
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Introduction to Monitoring Long-Term Energy Consumption and Carbon Emission With the SusQL Operator
The open-source SusQL Operator (susql.org) enables administrators of Kubernetes clusters such as Red Hat's OpenShift to monitor and visualize the total energy consumption and carbon emission for multiple long-running user-specified workloads. For example, SusQL could track all of the various jobs involved in training an AI model over a period of days, weeks, months, or longer. This helps developers of AI models comply with regulations to report the energy consumption of specific AI model training. SusQL can flexibly target any user-specified grouping including by projects, teams, organizations, clients, etc. by utilizing the newly introduced LabelGroup annotation.
As a lightning talk this will be a brief introduction to the concepts, functionality, and status of the SusQL project. The speaker looks forward to more detailed discussions in the networking time that follows.
CNCF Cloud Native Sustainability Week 2024 - Local Meetup Tokyo Sessionize Event
IPSJ/SIGSE Software Engineering Symposium (SES2016)
Resolutions to Technical Challenges Regarding the Distributed Development and Deployment of a Node.js Web Application for Cloud Solution Design
9th International Middleware Conference
Performance Comparison of PHP and JSP as Server-Side Scripting Languages
LinuxWorld Expo Tokyo
Linux on Power - An Overview for Developers
ISE Technical Conference
Linux on pSeries (Verifying date and details...)
Share Technical Conference
5354: Introduction to UNIX Shell Programming (Best Session Award)
Scott Trent
Staff Research Scientist at IBM Research - Tokyo
Tokyo, Japan
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