Tag archive: big data

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Aug 7, 2016

Commoditizing Music Machine Learning : Services

Five years ago, music personalization at Spotify was a tiny team. The team read papers, developed models,...
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Jan 9, 2015

Personalization at Spotify using Cassandra

At Spotify we have have over  who have access to a vast music catalog of over 30 million songs. Our users...
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Jan 5, 2015

How Spotify Scales Apache Storm

Spotify has built several real-time pipelines using Apache Storm for use cases like , , and . Each of these...
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Nov 27, 2014

Data Processing with Apache Crunch at Spotify

All of our lovely Spotify users generate many terabytes of data every day. All the songs that are listened...