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Neo4j Graph Use Cases, Bruno Ungermann, Neo4j
The document discusses the adoption of Neo4j, a graph database, in the DACH region, highlighting that over 25% of enterprises were expected to use graph databases by 2017. Key use cases mentioned include NASA's 'lessons learned' database for improved information retrieval and real-time package routing for a large postal service. The document emphasizes the necessity of complexity management, flexibility, agility, and performance in various industries utilizing Neo4j.
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Neo4j Graph Use Cases, Bruno Ungermann, Neo4j
- 1.
- 2. State of theGraph in DACH Adoption +3-5 years
- 3. “Forrester estimates thatover 25% of enterprises will be using graph databases by 2017.” Forrester, 2014
- 4. “8 DAX companies(26%) incl. Daimler, Lufthansa, BASF and Bayer are using Neo4j. At least 10 are evaluating. (Neo4j Enterprise only numbers)
- 5. Top 3 reasonsfor using Neo4j? Correct Answer wins T-Shirt
- 6. Need to capturecomplexity Flexibility / Agility Performance
- 7. Need to capturecomplexity Flexibility / Agility Performance
- 8.
- 14. ... Concept Design& Analysis Development Production Process Budget Marketing Product Mgt Customer Feedback ... Design CRM ERP Budget Electrical Models Document Mgt CAD PLM Manufacturing Product Management Design Marketing Product DNA, Product 360 Metadata R&D Testdata User Requirements
- 15. Need to capturecomplexity Flexibility / Agility Performance
- 16. Need to capturecomplexity Flexibility / Agility Performance
- 17. The US spaceagency uses Neo4j for their “Lessons Learned” database to connect information to improve search ability effectiveness in space mission. Knowledge Graph Finding critical information through a Knowledge Graph LLIS required you to punch in a keyword which would then produce an endless, randomly arranged list of links to documents, every one of which needed to be checked one by one—a process so tedious that NASA engineers hardly ever consulted the system.
- 18. NASA’s Lessons LearnedDatabase Graph Model David Meza Chief Knowledge Architect
- 20. Starting Small, RapidResults, Step-by-Step Extension
- 21. Need to capturecomplexity Flexibility / Agility Performance
- 22. Need to capturecomplexity Flexibility / Agility Performance
- 23. 23 • Record “CyberMonday” sales • About 35M daily transactions • Each transaction is 3-22 hops • Queries executed in 4ms or less • Replaced IBM Websphere commerce • 300M pricing operations per day • 10x transaction throughput on half the hardware compared to Oracle • Replaced Oracle database • Large postal service with over 500k employees • Neo4j routes 7M+ packages daily at peak, with peaks of 5,000+ routing operations per second. Delivering real-time performance at scale Real-time promotion recommendations Marriott’s Real-time Pricing Engine Handling Package Routing in Real-Time
- 24. 24 Common Use CaseCategories Network & IT Operations Application Management Meta Data ManagementReal-Time Recommendations Identity & Access Mgt. Security Knowledge Management Fraud Detection, AML Compliance, GDPR
- 25. Use cases onhttps://neo4j.com/use-cases/
- 26. Customer stories onhttps://neo4j.com/customers/
- 27.
- 28. Use Case weare particularly proud of: Medical Research
- 30. Secure Collaboration: protectingdata using Neo4j
- 31. Insurance companies losean estimated $30 Billion per year in fraud costs
- 32. AI / ML: Only Great Theory?
- 33.