Hadoop, Hadoop hardware, Uncategorized

A Question of Balance

When you add nodes to a cluster, they start out empty.  They work, but the data for them to work on isn’t co-located, so it’s not very efficient. Therefore, you want to tell HDFS to rebalance.

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After adding new racks to our 70 node cluster, we noticed that it was taking several hours per terabyte to rebalance the nodes. You can copy a terabyte of data across a 10GbE network in under half an hour with SCP, so why should HDFS take several hours?

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algorithms, not-hadoop, twitter, Uncategorized

Z-Filters: How to Listen to a Hundred Million Voices

Z-Filters is a technique for listening to what millions of people are talking about.

If a hundred million people were to talk about a hundred million different things, making sense of it would be a hopeless task, but that’s not the way society operates. The number of things people are talking about at any given moment is much, much smaller: thousands, not millions.

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