Want to accelerate the processing of complex queries and analytical tasks in your databases? Our presentation reveals how the practical application of heterogeneous computing—a combination of CPUs, GPUs, and specialized accelerators—can significantly boost performance. We'll present real-world optimization cases when working with large volumes of data and share experiences from companies that have successfully implemented these technologies. Join us to discover tools and solutions that can elevate your databases to a new level of efficiency.


In this presentation, the main focus is on the practical application of heterogeneous computing in databases. We will examine real-world examples of how the use of a combination of CPUs, GPUs, and specialized accelerators can significantly speed up the processing of complex queries and analytical tasks. Cases of performance optimization when working with large volumes of data will be presented, including the acceleration of aggregation, sorting, and search operations. We will also discuss the experiences of companies and projects that have successfully implemented heterogeneous computing in their database systems, and look at tools and technologies that facilitate this process.