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An Inside Look at Google BigQuery

Table of ContentsAbstract ..2 How Google Handles Big data Daily Operations ..2 BigQuery : Externalization of Dremel ..2 Dremel Can Scan 35 Billion Rows Without an ..3 Index in Tens of Seconds Columnar Storage and Tree Architecture of Dremel ..3 Columnar Storage ..4 Tree Architecture ..4 Dremel: Key to Run Business at Google Speed ..5 And what is BigQuery ? ..5 BigQuery versus MapReduce ..6 Comparing BigQuery and MapReduce ..6 MapReduce Limitations ..7 BigQuery and MapReduce Comparison ..8 data warehouse Solutions and Appliances for OLAP/BI.

Big Data technologies like MapReduce and data warehouse solutions. Google has been using MapReduce for Big Data processing for quite some time, and unveiled this in a research paper2 in December of 2004. Some readers may have heard about this product, and its open source implementation Hadoop, and may wonder about the difference between the two.

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