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Last week, we announced public preview of HDInsight HBase with Azure Data Lake Store. You can read the announcement here With this release there is virtually no limit on amount of data you can store in your HBase cluster. I created a GIF that will guide you on how to create HBase Cluster with Azure Data Lake Store. Full documentation is here 