This post is the first in a five-part series on improving the development process (and coaching developers) with metrics-driven insights. Move fast and try things — that’s how we develop products at Indeed. We don’t believe in betting on a small number of great ideas. Instead, we bet on exploring lots of ideas as quickly […]
All posts categorized in: Analytics
Vectorized VByte Decoding: High Performance Vector Instructions
Data-driven organizations like Indeed need great tools. We built Imhotep, our interactive data analytics platform (released last year), to manage the parallel execution of queries. To balance memory efficiency and performance in Imhotep, we developed a technique called vectorized variable-byte (VByte) decoding. VByte with differential decoding Many applications use VByte and differential encoding to compress […]
Open Source Interactive Data Analytics with Imhotep
We are excited to announce the open source availability of Imhotep, the interactive data analytics platform that powers data-driven decision making at Indeed. When we test changes to our applications and services, whether to our user interface or our backend algorithms, we measure how those changes affect job seekers. We built Imhotep to allow our […]
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