The presentation discusses the urgent need for energy efficiency in the data center industry and proposes a solution using Kepler and Rook technologies to measure and correlate workload energy consumption with carbon emissions.
- The integration of AI into search engines will lead to a significant increase in energy consumption in the data center industry
- The industry's carbon footprint is comparable to that of the airline industry and is growing faster
- Metrics and measurements are needed to accurately assess energy efficiency and carbon emissions
- Kepler and Rook technologies can be used to measure and correlate workload energy consumption with carbon emissions
- Linear and non-linear models can be used to create energy consumption models
- The created models can be uploaded to GitHub and used in a Prometheus container
- The solution can be run on both virtual and physical machines