Azure Cosmos DB – FY20 Top Use Cases

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Presentation transcript:

Azure Cosmos DB – FY20 Top Use Cases Use Cases Cheat Sheet Azure Cosmos DB – FY20 Top Use Cases Use Case Use Case Details Why Azure Cosmos DB? Alternatives Optimization Tips Customer Examples Real-time telemetry IoT Logistics (track assets/inventory) Smart cars (telematics) Smart Cities Smart Buildings 2. User/Customer Track digital actions (clicks; app events) Elastic, unlimited throughput (scale) Can easily ingest large volumes of data from write-heavy scenarios Real-time queries backed by <10 ms low-latency SLA Auto-indexing of semi-structured data Time-consuming and complex connection, integration, and management bundle of OSS tech (e.g., Redis, Cassandra, etc) Maintain performance by actively managing, over-allocating, and over-paying for cluster Use Device ID or User ID as partition key Customize index policy (vs auto-index all data) Materialize View design pattern to optimize aggregates Use local region for read/write data in SDK connection policy Johnson Controls Exxon Mobil SitePro Real-time recommendations and 360-degree customer view Rapid response recommendations to enhance user experience (e.g., Netflix recommendations; e-commerce product suggestions) Spark integration offers ML and big data processing <10 ms low-latency SLA Build and maintain custom solutions; manage data integration (POS, CRM, etc.) Static, non-responsive, or delayed recommendations based on stale data Limited personalization (e.g., missing location, daypart, etc.) Custom configuration for Spark connector (e.g., batch size) Scale up RU/s for batch processing then immediately scale down for steady-state Use Product ID or User ID as partition key ASOS Fidelity National Financial Mission-Critical or Geo-distributed applications Deliver consistent real-time, always-on user experience anywhere in the world Shopping cart/checkout IoT device registry One-click, fully-managed data replication/distribution around the word 99.999% high-availability SLA Available in all Azure regions Set up and maintain infrastructure, networks, and databases globally Manage data replication manually Time, complexity, and cost to scale capacity and reach Use Session or Bounded Staleness pre-configured data consistency Use multi-master writes/replication in production (not dev/test) Walmart/Jet.com Citrix NoSQL migration Move from self-managed NoSQL (e.g., MongoDB, Cassandra) to PaaS solution and stop managing clusters. Full PaaS offering that handles all database/cluster management APIs for MongoDB, Cassandra, and other NoSQL Create, manage, and tune clusters Manage upgrades, patching, etc 24-7 internal team for monitoring, site reliability, and performance optimization Use Azure Data Migration Service to migrate to API for MongoDB Use Azure Data Factory to migrate to SQL (core) API Bentley Systems Symantec (Norton)