The Fifth Elephant 2018

The Fifth Elephant 2018

The seventh edition of India's best data conference

Ravi Suhag

@ravisuhag

Atlas: GO-JEK’s real-time geospatial visualization platform

Submitted Feb 20, 2018

We have billions of GPS points flowing through our data pipelines daily in real-time and drive decisions like driver allocation, surge pricing, driver incentives and more. This poses intriguing challenges in finding actionable insights from spatial data in real-time.
At GoJek we built Atlas in an attempt to make it easy for teams within GO-JEK to visually explore this flood of geospatial data. For example:

  • Our City Ops teams need to have near real-time information of the current supply and demand distribution.
  • Our Data Science team needs rich exploratory interfaces to tackle multidimensional data for experimental analysis.

In this talk I will discuss about the need, challenges and architecture of ATLAS.

Outline

  1. Brief about Speaker and GoJek
  2. State of data at GoJek
  3. Challenges in making realtime decisions with data
  4. Atlas Introduction
  5. Data pipeline architecture
  6. Atlas Architecture
  7. Atlas metric streaming
  8. Atlas dimension mapping
  9. Atlas data experience
  10. Road Ahead

Speaker bio

Ravi Suhag works on the data enginerring team at GoJek which was responsible for building ATLAS end to end.
To know more about the speaker please visit: http://www.ravisuhag.com

Links

Slides

https://speakerdeck.com/ravisuhag/atlas

Comments

{{ gettext('Login to leave a comment') }}

{{ gettext('Post a comment…') }}
{{ gettext('New comment') }}
{{ formTitle }}

{{ errorMsg }}

{{ gettext('No comments posted yet') }}