Photo

Using Heterogeneous Computing in Databases

Aleksandr Borgardt

from OtterStax (Israel)

About speaker

OtterStax

For over 10+ years, I have been researching new approaches and creating solutions in the fields of AdTech, FinTech, BioTech, and Healthcare. I consult investment funds. In my free time, I develop open-source projects at https://github.com/duckstax/otterbrix.

About speakers company

.

Abstracts

specific

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.

The Program Committee has not yet taken a decision on this talk

other talks of this topic

Photo
Mindset by Design: Transforming How You Build Software

Mihaela-Roxana Ghidersa

Signant Health

broad
Photo
Mastering Software Design: Best Practices for Building Robust Applications

Ambesh Singh

Visionet Systems Deutschland

broad
Photo
Beyond Caching: Valkey's Advanced Data Structures in Action

Viktor Vedmich

Amazon Web Services

specific
Photo
Achieving True Layered Separation with Hexagonal Architecture in Spring Boot

Adrian Kodja

softgarden e-recruiting GmbH

specific
Photo
The simplest way to build resilient applications

Francesco Guardiani

Restate Gmbh

broad
Photo
ML/AI in the cloud - State of the Art in 2025

Federico Fregosi

OpsGuru

broad
Photo
Serverless First Mindset: seize opportunities, know your limits and experience real success stories

Florian Lenz

neocentric GmbH - Azure Cloud Developer / Architect

specific
Photo
Dismantling Big Data with DuckDB

Yoav Nordmann

Tikal Knowledge

specific
Photo
Cloud Costs with ClickHouse and OpenCost

Denys Kondratenko

Altinity

specific
Photo
Writing a TSDB from Scratch: Performance Optimization

Roman Khavronenko

VictoriaMetrics

specific
Photo
REST or gRPC: Best practices for modern architectures

Kristina Kraljić

PIS d.o.o.

specific
Photo
The Anatomy of a Distributed JavaScript Runtime

Peter van Vliet

Masking Technology

broad
Photo
Organizational Sustainability with Platform Engineering

Lesley Cordero

The New York Times

specific
Photo
Federate it! Limits of GraphQL-based architectures.

Alexander Gilevich

EPAM

specific
Photo
The forgotten broker-less message queue

Aivars Kalvans

Ebury

specific
Photo
Azure cloud architecture for high availability and low latency

Florian Lenz

neocentric GmbH - Azure Cloud Developer / Architect

specific
Photo
Open Source Ecosystem for ClickHouse on Kubernetes

Denys Kondratenko

Altinity

specific
Photo
Architectures that we can use with .NET

Alexej Sommer

Capgemini

broad
Photo
Exploring the Tradeoffs of Event-Driven Architecture in Microservices

Florian Lenz

neocentric GmbH - Azure Cloud Developer / Architect

specific
Photo
The Art of Decision Making: Balancing Trade-Offs in Software Architecture

Florian Lenz

neocentric GmbH - Azure Cloud Developer / Architect

broad
Photo
Blending Product Thinking with Architecture

Joel Tosi

Dojo and Co

broad
Photo
Just Use Postgres for Everything

Giorgi Dalakishvili

Space International

specific