What is qPar?

qPar is unique in the industry for QSP and other use cases:

  • Running up to tens of thousands of tasks in parallel from a single qPar node
  • Reliably manage orchestration and scheduling of the tasks
  • Utilize AWS spot instances delivering over 50% cost savings over running on-demand
  • Capture task failures including stack trace from remote nodes
  • Capture all console output from all the tasks and view in Matlab
  • Very simple to administer - all tasks run on the same image maintained by RxDS
  • Efficient: Instances starts within 1-3 minutes, tasks start within 5 minutes all in parallel
  • Simple API for the Matlab or Julio programmer supporting remote calls between both
  • Support multiple client-side technologies (eg. Julia, Matlab, Python, C, C++, Javascript, etc.)

*Kx and Kdb+ are registered trademarks of Kx Systems, Inc. MATLAB is a registered trademark of The MathWorks, Inc. The use of these modules require purchase of appropriate MATLAB and KDB+ licenses from the respective companies.

What Others Are Saying

“RxDataScience’s customer service focus in just fantastic.  They are incredibly responsive to requests, and, in the rare instance an issue arises, the team is very proactive about communicating resolution timelines.  I have worked in the industry for 20+ years and my experience with RxDataScience has ranked among my top data & analytics vendor experiences.”

Senior Director, Market Insight

Global Pharma Company

“The RxDataScience team brings agility, advanced capabilities and technology we simply cannot get from the other top consulting firms.”

Chief Data Officer

Top 10 Pharma

“RxDataScience has set the bar very high for other vendors to catch up.”

Head of Clinical Analytics Enablement

Top 10 Pharma Company

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