2024: Domino Containers - The Next Step. News from the Domino Container commu...
Neo4j Graph Data Platform: Making Your Data More Intelligent
1. Neo4j Graph Data platform
Making your data more intelligent
Philip Rathle, VP Product Management, Neo4j
2. 175 ZB
Data Generated by 2025
(IDC)
55%
Data Unquantified
and Untapped
(TRUE global intelligence Survey)
Data is the new OIL,
our greatest asset,
Now and in the
future
Yet, half of THE Data is still UNTAPPED
60%
Data remains
unconnected
(multiple)
and, unconnected Data is growing
294 BIL
4TB
5 BIL
65 BIL 4PB
Data generated each daY
(source: raconteur)
3. how do you harness
YOUR data to drive
business value?
4. datA-accelerated innovation
A UNLOCK THE CONNECTIONS INSIDE of YOUR data
C accelerate, with CLOUD-First developer agility
B activate them with AI and Machine Learning
6. connections in data are core to building
modern, intelligent applications
Personalization
Product Recommendations
Personalized Health
Media and Advertising
Decision Analysis
Fraud Prevention
Network Analysis
Forecasting
Massive
Data Integration
Customers/Data 360
Compliance
Optimize Operations
Data Science
AI & ML
Behavior Prediction
Patient/Customer Journey
Disambiguation
Data Driven
Discovery & Innovation
Drug Discovery
Intelligence & Security
Product & Process Innovation
7. connected data elevates use case effectiveness
The plateau of aggregate data
Use
Case
Effectiveness
(value)
Use Case Maturity (time)
Connected data potential
Your opportunity
with Graphs
8. graph databases: designed for connected data
RELATIONAL DATABASES
Store and retrieve data
NoSQL DATABASES
Aggregate and filter data
Connections in data
Real time storage & retrieval
Real-Time Connected Insights
Long running queries
aggregation & filtering
“Our Neo4j solution is literally thousands of times faster than the prior MySQL
solution, with queries that require 10-100 times less code” Volker Pacher, Senior
Developer
From Disparate Silos
To Cross-Silo Connections
9. GRaph UNLOCKS NEW LEVELS OF
APPLICATION INTELLIGENCE
“Graph Relates Everything. By
2025, graph technologies will
be used in 80% of data and
analytics innovations, up from
10% in 2021, facilitating rapid
decision making across the
enterprise”
Top 10 Trends in
Data and Analytics for 2021
“Up to 50% of Gartner inquiries on
the topic of AI involve discussion of
the use of graph technology.”
Top 10 Trends in
Data and Analytics for 2021
“Neo4j...lead[s] the pack”
Q4 2020
The Forrester Wave: Graph Data
Platforms
11. Minutes to “milliseconds” performance advantage
Connectedness and Size of Data Set
Response
Time
Relational and Other
NoSQL Databases
0 to 2 hops
0 to 3 degrees
Thousands of connections
Tens to hundreds of hops
Thousands of degrees
Billions of connections
1000x Advantage
at scale
Neo4j
“Minutes to milliseconds”
15. All machine learning will SOON BE usING graphs
Machine Learning Pipeline
A
B
C
D
E
16. graphs in the enterprise
01
02 03
Applications
Data
ScientistS
Business
userS
Graph data science & AI/ ml
• Sentiment analysis
• Customer segmentation
• Machine learning
• Cognitive computing
• Community detection
operational Graphs
• Fraud detection
• Real-time recommendations
• Network and IT operations management
• Knowledge graphs
• Master data management
Graph Visualization
• Fraud detection
• Network and IT operations
management
• Product information management
• Risk and portfolio analysis
17. Power of graph visualization
Cybersecurity example - Neo4j bloom
18. Neo4j Graph DATA Platform
Making your data more intelligent, WHEREVER IT MAY BE
18
Development
& Administration
Analytics
Tooling
BUSINESS USERS
DEVELOPERS
ADMINS
Graph
Analytics
Graph
Transactions
Data Integration
Discovery & Visualization
DATA
ANALYSTS
DATA
SCIENTISTS
Drivers & APIs
APPLICATIONS
AI
openCypher &
ISO GQL
Cloud
20. Database-as-a-service
Cloud-native service
Zero administration
Pay-as-you-go
Self-service deployment
Cloud-native stack
FULLY MANAGED infraSTRUCTURE
Cloud Managed Services (CMS)
White-glove service
fully managed by Neo4j experts
Fully customizable deployment model and
service levels
Operate In own data centers
or Virtual Private Cloud
GETTING STARTED - DEPLOYMENT OPTIONS
SCALING your data YOUR WAY
Self-hosted
CHOOSE YOUR CLOUD: PRIVATE OR PUBLIC
Bring-your-own-license
Self-manageD
YOU MANAGE THE INFRASTRUCTURE & data
PRIVATE, HYBRID, PUBLIC
21. Graphs of Activity &
Behavior
10B - 1T+
Graph scaling with Neo4j
Graph
Scale
Graphs of Things
Graph Usage Maturity
Graphs of Transactions
100M - 100B
1M-1B
Aura, Commodity Hardware
Replicated Clusters
Aura, Commodity or Larger
Replication and/or Partitioning
CMS, Replicated Partitions (Fabric),
or “EXOTIC Hardware” (IN-MEMORY)
22. securing your data in neo4j
LDAP & Active
Directory
User &
Roles
Procedure
Access Controls
Kerberos SSO
Certs
Intra-Cluster
Encryption
Security
Event Logging
TLS Wire
Encryption
Schema Based
Security