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Beam Me Up — Profiling a Beam-over-Spark Application

As we move forward with adopting Apache Beam for some of our streaming needs, our Beam applications need to be tested for stability. Such tests are aimed at ensuring performance does not degrade over time, and applications are capable of…


Benching Microbenchmarks

In under one week, Statistics for Software flew past 10 Myths for Enterprise Python to become the most visited post in the history of the PayPal Engineering blog. And that’s not counting the Japanese translation. Taken as an indicator of increased interest in software quality, this…