Data lake

Store, process, and analyze massive volumes of structured and unstructured data in a secure, cost-efficient, and agile way. Learn more about this solution.

Produced by OmniGraffle 7.7.1 2018-07-10 21:14:56 +0000 10_Data Lake Layer 1 zone internal - blue Stream Cloud Pub/Sub Cloud Pub/Sub Cloud Pub/Sub Fill-1 Fill-4 Fill-7 Fill-9 Fill-11 Fill-13 Fill-15 Fill-17 Fill-19 Fill-21 Fill-23 Fill-25 Cloud Dataflow Cloud Dataflow Cloud Dataflow Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 Fill-14 Fill-16 Cloud Storage Cloud Storage Data lake Cloud Storage Fill-1 Fill-4 Fill-6 Fill-8 zone internal - blue Batch Transfer Appliance Data Transfer Appliance Fill-1 Fill-4 Fill-7 Fill-9 Fill-11 Fill-13 Fill-15 Fill-17 Transfer Service Google Plugin for Eclipse Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 gsutil zone internal - blue Data mining and exploration Cloud Datalab Cloud Datalab Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 Fill-14 Fill-16 Fill-18 Cloud Dataprep Cloud Dataprep Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 zone internal - blue ML (training) Cloud Datalab Cloud Datalab Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 Fill-14 Fill-16 Fill-18 zone internal - blue Real-time store Cloud Bigtable Cloud Bigtable Cloud Bigtable Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 Fill-14 Fill-16 Fill-18 Fill-20 Fill-22 Cloud Spanner Cloud Spanner Cloud Spanner Fill-1 Fill-4 Fill-7 Cloud Machine Learning Cloud Machine Learning ML (prediction) Cloud Machine Learning Fill-1 Fill-4 Fill-7 Fill-9 BigQuery BigQuery Data Warehouse BigQuery Fill-1 Fill-4 Fill-6 Fill-8 Fill-10 Fill-12 Fill-14 zone internal - blue HIVE, Spark, etc. Cloud Storage Cloud Storage Cloud Storage Fill-1 Fill-4 Fill-6 Fill-8 Cloud Dataproc Cloud Dataproc Cloud Dataproc Fill-1 Fill-4 Fill-7 Fill-9 Fill-11 Fill-13 Fill-15 Fill-17 zone internal - blue Sources Sensors On premises User activity OLTP Data mart Data mart Data mart Data mart path solid path solid path solid path solid Cloud ML Engine Cloud Machine Learning Fill-1 Fill-4 Fill-7 Fill-9

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Cloud Storage

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BigQuery

Our serverless approach to data warehousing scales with your storage and computing power needs. With BigQuery, you get a columnar and ANSI SQL database that can analyze petabytes of data in seconds. REST-based APIs integrate with existing applications, and developers can even create new apps using familiar programming languages like Java and Ruby. Once data is analyzed, it can be easily visualized and shared using common BI tools. Plus, BigQuery offers data transferring services, flexible data ingestion, and pay-for-what-you-use pricing.

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