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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 ..10 Relational OLAP (ROLAP) ..10 Multidimensional OLAP (MOLAP).

updating existing records. In the case of Dremel, it simply doesn’t support any update operations. Thus the technique has been used mainly in read-only OLAP/BI type of usage. Although the technology has been popular as a data warehouse database design, Dremel is one of the first implementations of a columnar storage-based

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