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 capture complexity
Flexibility / Agility
Performance
16. Need to capture complexity
Flexibility / Agility
Performance
17. The US space agency 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.
21. Need to capture complexity
Flexibility / Agility
Performance
22. Need to capture complexity
Flexibility / Agility
Performance
23. 23
• Record “Cyber Monday” 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 Case Categories
Network & IT Operations
Application Management
Meta Data ManagementReal-Time
Recommendations
Identity & Access Mgt.
Security
Knowledge
Management
Fraud Detection, AML
Compliance, GDPR