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Authors: Huamin Chen, Yuval Lifshitz
2023-04-21

tldr - powered by Generative AI

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
Authors: José Carlos Chávez
2023-04-21

tldr - powered by Generative AI

The presentation discusses the importance of security in a service mesh like Istio and identifies the main threat actors and potential risks. The main thesis is that security is complex and requires a combination of protection mechanisms across multiple layers.
  • Security in a service mesh involves protecting multiple layers, including the underlying infrastructure, Kubernetes platform, Istio service mesh, and applications
  • Misconfiguration is a major security risk and is often caused by human error
  • The main threat actors include internal attackers, contributors to Istio and third-party dependencies, and untrusted users
  • A survey will be conducted to identify common security incidents and curate a list of best practices
  • Security requires a combination of protection mechanisms and policies based on the assumption that attackers are already inside the network