Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Speed Meets Scale: Interactively Analysing and Visualising Billions of Rows with GPU-powered Analytics

B368ef65fbf835fc57b08617f9b8d5a5?s=47 OmniSci
September 18, 2019

Speed Meets Scale: Interactively Analysing and Visualising Billions of Rows with GPU-powered Analytics

Data analytics never seems to be fast enough, especially as data grows and the number of sources expand. The shift from legacy databases to in-memory databases helped, but the speed and scale of CPU-based solutions have not kept pace with the needs of data analysts, who want interactive querying, visualisation and decision-making with their data. This lagging user experience costs time and money for companies that are increasingly data rich but insight poor. In this presentation, we will explain what is causing the shift to GPUs, and how they are fundamentally changing the analytics space. We will also show, using demos, the use of GPUs for performing fast analytics at scale, including SQL queries, interactive data visualisation, and integration with typical data science and machine learning workflows.

B368ef65fbf835fc57b08617f9b8d5a5?s=128

OmniSci

September 18, 2019
Tweet

Transcript

  1. Speed Meets Scale: Interactively Analysing and Visualising Billions of Rows

    with GPU-powered Analytics Data Natives | London | September 18, 2019
  2. © OmniSci 2018 @_arw_ aaron@omnisci.com /in/aaronwilliams/ /williamsaaron slides: https://speakerdeck.com/omnisci Aaron

    Williams VP, Global Community
  3. © OmniSci 2018 © OmniSci 2018

  4. © OmniSci 2018 4 * open source for single node

    github.com/omnisci/omniscidb
  5. © OmniSci 2018 OmniSci Scale 11.6B Ship Positions public demo:

    https://omnisci.com/demos/ships/
  6. © OmniSci 2018 Points and Polygons 1B Taxi Rides +

    1M Buildings public demo: https://omnisci.com/demos/taxis/
  7. © OmniSci 2018 © OmniSci 2018 • omnisci.com/demos Play with

    our live demos for yourself! • omnisci.cloud Get an OmniSci instance in 60 seconds • omnisci.com/platform/downloads/ Download a 30-day trial of OmniSci • community.omnisci.com Ask questions and share your experiences Self Discovery
  8. © OmniSci 2018 @_arw_ aaron@omnisci.com /in/aaronwilliams/ /williamsaaron slides: https://speakerdeck.com/omnisci Aaron

    Williams VP, Global Community Thank you!