Confidential & Proprietary Fundamentals of Google Cloud: A Guided Tour Florian Rathgeber Site Reliability Engineer at Google Cloud @frathgeber follow me on twitter! Slide credits:
Where do I store my data? In Memory Relational NoSQL Object Block Warehouse Cloud Memorystore Good for: Web/mobile apps, gaming Such as: Game state, user sessions Cloud SQL Good for: Web frameworks Such as: CMS, eCommerce Cloud Spanner Good for: RDBMS+scale, HA, HTAP Such as: User metadata, Ad/Fin/MarTech Cloud Datastore Good for: Hierarchical, mobile, web Such as: User profiles, key/val data Cloud Bigtable Good for: Heavy read + write, events Such as: AdTech, Financial, IoT Cloud Storage Good for: Binary or obj data (BLOB) Such as: Images, media, archive, backup Persistent Disk (GCE) Good for: Local VM file storage Such as: App data & binaries Big Query Good for: Data Warehouse Such as: Analytics, dashboards
Big Data Lifecycle Google Analytics Premium Cloud Pub/Sub Capture Google Stackdriver Firebase Storage Transfer Service Use Data Scientists Business Analysts Cloud Datalab ... BigQuery Storage (tables) Cloud Bigtable (NoSQL) Cloud Storage (files) Store Cloud Dataflow BigQuery Analytics Analyze Cloud Dataproc ML Engine SQL Process Stream Real-time analytics Real-time dashboard Real-time alerts Batch Cloud Dataflow Cloud Dataprep
Accelerating use of deep learning at Google Directories containing Deep Learning Models 2012 2013 2014 2015 3000 2000 1000 0 Used across products: 4000 2016 Unique project directories