Big Data LDN 2018: BIG DATA TOO SLOW? SPRINKLE IN SOME NOSQL
- 1. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Big Data too Slow? Sprinkle in some NoSQL Perry Krug, Architect – Office of the CTO 1
- 2. 2Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Customers spend more time interacting than transacting…
- 3. Customers expect exceptional digital experiences Feature-rich Quick Anywhere AnytimePersonalized
- 4. 4Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Who is using Couchbase ? E-Commerce Travel Gaming Financial Svcs. Digital MediaCommunications 3 of the Top 10 eCommerce Companies 3 of the Top 3 GDS Companies 6 of the Top 10 Broadcast Companies 6 of the Top 10 Online Casino Gaming Companies 3 of the Top 3 Credit Reporting Companies Industrial IoT 2 of the Top 2 IoT Platforms 3 Fortune 500 Healthcare Companies Digital Health
- 5. 6Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. The Big Data Umbrella
- 6. 9Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Lambda Architecture New Data Stream Data Lake Process Stream Batch Layer Serving/Presentation Layer Stream Layer Ingestion Layer New Data Stream New Data Stream New Data Stream Merged ViewMerge Partial Aggregate Partial Aggregate Partial Aggregate BATCH VIEWS REAL-TIME VIEWS Real-Time Data Precompute Views (Map Reduce)Batch Recompute Real-Time Increment Incremental Views Lambda Architecture with Couchbase
- 7. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. What is Couchbase
- 8. 11Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. The Couchbase Data Platform
- 9. 12Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase: Full Stack Data Management Embedded JSON database with CRUD query and search. Web gateway for synchronization and data integration. Highly scalable, highly available, high performance NoSQL database server. Built-in enterprise level security throughout the entire stack includes user authentication, user and role based data access control (RBAC), secure transport (TLS), and 256-bit AES full database encryption. Couchbase Lite Sync Gateway Couchbase Server EMBEDDED DATABASE SYNCHRONIZATION DATABASE SERVER SECURITY CLIENT WEB TIER DATABASEinternet intranet
- 10. 13Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Core Principles Driving Evolution – True auto sharding – JSON-based flexible data model – Memory-first Architecture – Asynchronous everything – Scale workloads independently Managed Cache Key-Value Store Document Database Mobile N1QL Query Full Text Search Eventing Analytics
- 11. 15Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase: The Power of a Flexible JSON Schema Store data in multiple ways: • Denormalized single document • Normalized with references • Add new values when needed • Support for binary values Access Data in multiple ways: • Direct Key-Value • SQL querying • Full-Text Search • MPP for large, ad-hoc access
- 12. 16Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Scale & Availability with Couchbase § Scale on demand with automatic partitioning and rebalancing § Build always-available apps with memory-to-memory replication and automatic failover § Simplify development with topology aware clients and direct communication
- 13. 17Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Cross Data Center Replication (XDCR)
- 14. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures
- 15. 23Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Customer 360 with Couchbase Customer 360 Downstream Systems BI / Data LakeEDW ... Data Sources Data Warehouse Online Store Clickstream Mainframe CRM ERP Recommendation EngineSocial Media Customer Data Combined | Personalized | Augmented Real-time Recommendations Interaction History User Profiles Session Activity COUCHBASE DATA PLATFORM Internal Applications Client Services Revenue Optimization Customer Experiences .com Page In-Store Loyalty Program Post Sale Care UsersCall Center / Support Microservices Order History Notes Profile Login
- 16. 24Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Caching User Requests Cache Misses/Writes Slow DB Application Layer Couchbase Reads/Writes
- 17. 25Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Streaming/Consolidated Data Store Event BusData Sources Ingestion / Enrichment Couchbase Cluster … Couchbase Cluster … Data Stores Applications
- 18. 26Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Multi Data Center
- 19. 28Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Data Integration and Mobile Routing Batch Loader Mobile Apps Couchbase Cluster … Backend DBs Sync Gateways Web Apps Change Listener Direct REST COUCHBASE LITE
- 20. 29Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Microservices
- 21. 30Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Built for Containerized Microservices: Autonomous Operator for Kubernetes
- 22. 31Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Architecture: Autonomous Operator for Kubernetes
- 23. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase and Big Data in the Real World
- 24. 33Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Ad Targeting at AOL:
- 25. 34Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reporting and E-wallet @ Paypal
- 26. 35Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. LiveEngage Dashboard at LivePerson
- 27. 36Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Next Steps Learn More: https://www.couchbase.com/bigdata Free Online Training: https://www.couchbase.com/training Download: https://www.couchbase.com/downloads Contact Us: info@couchbase.com
- 28. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. THANK YOU