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underthehood.meltwater.com
At the heart of Meltwater’s and Fairhair.ai’s information retrieval systems lies a collection of Elasticsearch clusters containing billions of social media posts and editorial articles. The index shards in our clusters vary greatly in their access pattern, workload and size which presents some very interesting challenges. This blog post describes how we use Linear Optimization modeling for distrib
What starts like a joke is really a serious post about large distributed systems. This is what we run at meltwater - and while there is a lot of fun designing and administering these systems, we run into odd problems from time to time. In this case: some well-meant Red Hat memory optimisations interfering with Riak performance. There is a lot of talk around “Big Data” in the industry - and here at
The goal of this post is to describe a debugging session, and different possible approaches for debugging in general. It also contains some tips and tricks to use with unicorn and Rails to debug request timeouts. I usually enjoy debugging because of the unknown thing to fix, like a pirate finding a hidden box of gold :). Seriously, I think one of the most important things in writing software is de
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