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Akamas: Autonomous Performance Optimization

Offered By: CMU Database Group via YouTube

Tags

Database Management Courses Artificial Intelligence Courses Machine Learning Courses Cloud Computing Courses Autonomous Systems Courses Scalability Courses Optimization Algorithms Courses

Course Description

Overview

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Explore autonomous performance optimization in this seminar talk from the CMU Database Group's ML⇄DB Series. Delve into Akamas, a cutting-edge solution presented by Stefano Cereda. Learn about innovative approaches to enhancing system performance through autonomous methods. Gain insights into the intersection of machine learning and database technologies as applied to performance optimization. Understand how Akamas leverages advanced algorithms to streamline and automate the process of improving system efficiency. Discover the potential impact of autonomous optimization on database management and overall system performance. This talk, part of the 2023 seminar series sponsored by Google's DAPA Team, offers valuable knowledge for database professionals, researchers, and anyone interested in the latest advancements in performance optimization techniques.

Syllabus

Akamas: Autonomous Performance Optimization (Stefano Cereda)


Taught by

CMU Database Group

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