Data Engineering

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Machine Learning and Technical Debt with D. Sculley Holiday Repeat

Originally published November 17, 2015 “Changing anything changes everything.” Technical debt, referring to the compounding cost of changes to software architecture, can be

Thumbtack Infrastructure with Nate Kupp

Thumbtack is a marketplace for real-world services. On Thumbtack, people get their house painted, their dog walked, and their furniture assembled. With 40,000 daily marketplace

High Volume Event Processing with John-Daniel Trask

A popular software application serves billions of user requests. These requests could be for many different things. These requests need to be routed to the correct destination, load

Fiverr Engineering with Gil Sheinfeld

As the gig economy grows, that growth necessitates innovations in the online infrastructure powering these new labor markets. In our previous episodes about Uber, we explored the systems

BigQuery with Jordan Tigani

Large-scale data analysis was pioneered by Google, with the MapReduce paper. Since then, Google’s approach to analytics has evolved rapidly, marked by papers such as Dataflow and