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Change data capture (CDC) streams from OLTP databases, which may provide sales, demographic or inventory data, are another valuable source of data for real-time analytics use cases. Architecture ClickHouse was developed, beginning in 2008, to handle web analytics use cases at Yandex in Russia.
Pig Hadoop dominates the big data infrastructure at Yahoo as 60% of the processing happens through Apache Pig Scripts. The team at Facebook realized this roadblock which led to an open source innovation - Apache Hive in 2008 and since then it is extensively used by various Hadoop users for their data processing needs.
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