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Neo4j Inc. Confidential
What Makes Neo4j Different?
Neo4j Inc. Confidential
1. A Historical Perspective
Data Management in 1979
Paper Forms
Tiny RAM Spinning Platters
(Low Capacity /
Slow, Sequential IO) RDBMS
Relational Model
Confidential - Neo4j, Inc.
Neo4j Inc. Confidential
2. An IT Portfolio Perspective
Neo4j Inc. Confidential
Store and retrieve data
IT Portfolio Perspective
Neo4j Inc. Confidential
Store and retrieve data Aggregate and filter data
IT Portfolio Perspective
Neo4j Inc. Confidential
Store and retrieve data Aggregate and filter data Connections in data
IT Portfolio Perspective
Neo4j Inc. Confidential
3. A Technical Architecture Perspective
Neo4j Inc. Confidential
What Makes Neo4j Different
Index-Free Adjacency
Neo4j Inc. Confidential
Connectedness and Size of Data Set
ResponseTime
Relational and
Other NoSQL
Databases
0 to 2 hops
0 to 3 degrees
Thousands of connections
1000x
Advantage
Tens to hundreds of hops
Thousands of degrees
Billions of connections
Neo4j
“Minutes to
milliseconds”
What Makes Neo4j Different
“Minutes to Milliseconds” Real-Time Query Performance
Neo4j Inc. Confidential
What Makes Neo4j Different
ACID Graph Writes : A Requirement for Graph Transactions
Neo4j Inc. Confidential
MATCH (boss)-[:MANAGES*0..3]->(sub),
(sub)-[:MANAGES*1..3]->(report)
WHERE boss.name = “John Doe”
RETURN sub.name AS Subordinate,
count(report) AS Total
Project
Impact
What Makes Neo4j Different
Cypher Query Language
Neo4j Inc. Confidential
1
2
3
4
5
6
Neo4j Graph Advantage
Foundational Components
Neo4j Inc. Confidential
Neo4j Enterprise Maturity & Robustness
Neo4j Inc. Confidential
Neo4j: Enabling the Connected Enterprise
Consumers of Connected Data
AI & Graph Analytics
• Sentiment analysis
• Customer
segmentation
• Machine learning
• Cognitive computing
• Community detection
Transactional Graphs
• Fraud detection
• Real-time recommendations
• Network and IT operations
management
• Knowledge Graphs
• Master Data Management
Discovery & Visualization
• Fraud detection
• Network and IT operations
• Product information
management
• Risk and portfolio analysis
Data
Scientists
Business
Users
Applications
Neo4j Inc. Confidential
Neo4j Graph Platform
Neo4j Inc. Confidential
Neo4j Graph Platform in 2019
Neo4j Inc. Confidential
Neo4j Graph Platform in 2019
Neo4j Inc. Confidential
Neo4j Graph Platform in 2019
Neo4j Inc. Confidential
Neo4j Graph Platform in 2019
Neo4j Inc. Confidential
Neo4j Graph Platform in 2019
Neo4j Inc. Confidential
Neo4j Graph Platform: Where We Are Today
Neo4j Inc. Confidential
3.4
Neo4j Inc. Confidential
Developer Productivity
• Full-text search
• Official Go driver
• New graph algorithms:
- Random Walks, Personalized PageRank,
DeepGL and DeepWalk, Similarities (e.g.
Jaccard index)
Security Features
• SNI / hostname verification
• Clustering discovery service
encryption
Performance Features
• Up to 5x Faster Data Insertion
• Expanded native indexing
- composite, Boolean & array types
• Improved Handling of Large
Write Tx
- off-heap transaction state
- cluster propagation improvements
Neo4j 3.5
GA October 2018
Neo4j, Inc. Confidential
Neo4j Bloom
Neo4j Inc. Confidential
Visualizing Graphs with Neo4j
Neo4j Bloom
Provided by Neo4j
Exclusively optimized for Neo4j
graphs
Deploys easily in Neo4j Desktop
Focused on graph exploration
thru a code-free UI
Near natural language search
Caters to business users and
graph data analysts
Small team or departmental use
Viz Toolkits
3rd party e.g. vis.js, d3.js, Keylines
Some offer data hooks into
Neo4j, others may require
custom integration
Offer robust APIs for flexible
control of the viz output
Cater to developers who will
create a custom solution, usually
with limited interactivity
Departmental, enterprise or
public use
BI Tools
3rd party e.g. Tableau, Qlik
Not optimized for graph data,
may require a special connector
UI for dashboard and report
creation with many kinds of viz,
in addition to graph viz
Cater to business users and
data analysts
Departmental, cross-
department or enterprise use
Graph Viz Solutions
3rd party e.g. Linkurious,
Tom Sawyer
Have to support multiple
graph models and sources
Feature UI for exploration or
APIs for customizing output
and embedding/publishing
Solutions may cater to
business users, analysts or
developers
Small team, departmental or
cross-department use
Little technical expertise Most technically involved
Exploration focused Publishing / Consumption focused
Quicker to deploy Slower to deploy
Neo4j Inc. Confidential
Perspective
Search
Visualization
Exploration
Inspection
Editing
Business view of the graph
Departmental views • Hiding PII • Styling
Near-natural Language Search
Full-text search • Graph patterns
• Custom Search Phrases
GPU Accelerated Visualization
High performance
physics & rendering
Direct graph interactions
Select, expand, dismiss, find paths
Node + Relationship details
Browse from neighbor to neighbor
Create, Connect, Correct
Code-free graph changes
Neo4j Bloom
Overview
Neo4j Inc. Confidential
Graph Perspectives
Manage visibility and reduce clutter,
revealing the right information to
the right users.
• Categorize raw entities
• Selective relationships
• Selective property visibility
• Hide uncategorized data
• Role-based perspective sharing
Neo4j Inc. Confidential
Financial Services Customer Graph
Bloom Perspective Example
Neo4j Inc. Confidential
Customer Marketing Perspective
Bloom Perspective Example
Neo4j Inc. Confidential
Transaction Analyst Perspective
Bloom Perspective Example
Neo4j Inc. Confidential
Bank Division Perspective
Bloom Perspective Example
Neo4j Inc. Confidential
Graph Search
Ask Bloom what you’re looking for
using idiomatic phrases based on
the graph structure and content.
• Search everywhere
• Find graph patterns
• Create search phrases
Neo4j Inc. Confidential
Neo4j Bloom User Interface
Search with type-ahead
suggestions
Category icons and color
scheme
Visualize, Explore and
Discover
Pan, Zoom and Select
Property Browser and
editor
Bloom Demo
Neo4j Inc. Confidential
Integrations
• Link into Bloom from another
application
• Pass-in context to prime the
search suggestions (pattern or
complex search phrase)
• Control the perspective shown
ViewinBloom
Neo4j Inc. Confidential
Deployment
• Bloom Server deploys as a Neo4j
database plugin
• Plugin provides app-related
procedures and hosts web UI
• Supports single instance or
cluster setup of Neo4j
• Web app can be hosted by the db
HTTP server or separately
• App supports modern web
browsers: Chrome, Firefox, Edge
• GPU-enabled client machine
required
Bloom Desktop Client
Desktop (local) DB
Bloom Web Client
Bloom
Server
Neo4j DB Server
Neo4j DB Cluster
Bloom
Server
Bloom
Server
Thank you

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Neo4j Product Update and Bloom Demo

  • 1.
  • 2. Neo4j Inc. Confidential What Makes Neo4j Different?
  • 3. Neo4j Inc. Confidential 1. A Historical Perspective
  • 4. Data Management in 1979 Paper Forms Tiny RAM Spinning Platters (Low Capacity / Slow, Sequential IO) RDBMS Relational Model Confidential - Neo4j, Inc.
  • 5.
  • 6. Neo4j Inc. Confidential 2. An IT Portfolio Perspective
  • 7. Neo4j Inc. Confidential Store and retrieve data IT Portfolio Perspective
  • 8. Neo4j Inc. Confidential Store and retrieve data Aggregate and filter data IT Portfolio Perspective
  • 9. Neo4j Inc. Confidential Store and retrieve data Aggregate and filter data Connections in data IT Portfolio Perspective
  • 10. Neo4j Inc. Confidential 3. A Technical Architecture Perspective
  • 11. Neo4j Inc. Confidential What Makes Neo4j Different Index-Free Adjacency
  • 12. Neo4j Inc. Confidential Connectedness and Size of Data Set ResponseTime Relational and Other NoSQL Databases 0 to 2 hops 0 to 3 degrees Thousands of connections 1000x Advantage Tens to hundreds of hops Thousands of degrees Billions of connections Neo4j “Minutes to milliseconds” What Makes Neo4j Different “Minutes to Milliseconds” Real-Time Query Performance
  • 13. Neo4j Inc. Confidential What Makes Neo4j Different ACID Graph Writes : A Requirement for Graph Transactions
  • 14. Neo4j Inc. Confidential MATCH (boss)-[:MANAGES*0..3]->(sub), (sub)-[:MANAGES*1..3]->(report) WHERE boss.name = “John Doe” RETURN sub.name AS Subordinate, count(report) AS Total Project Impact What Makes Neo4j Different Cypher Query Language
  • 15. Neo4j Inc. Confidential 1 2 3 4 5 6 Neo4j Graph Advantage Foundational Components
  • 16. Neo4j Inc. Confidential Neo4j Enterprise Maturity & Robustness
  • 17. Neo4j Inc. Confidential Neo4j: Enabling the Connected Enterprise Consumers of Connected Data AI & Graph Analytics • Sentiment analysis • Customer segmentation • Machine learning • Cognitive computing • Community detection Transactional Graphs • Fraud detection • Real-time recommendations • Network and IT operations management • Knowledge Graphs • Master Data Management Discovery & Visualization • Fraud detection • Network and IT operations • Product information management • Risk and portfolio analysis Data Scientists Business Users Applications
  • 19. Neo4j Inc. Confidential Neo4j Graph Platform in 2019
  • 20. Neo4j Inc. Confidential Neo4j Graph Platform in 2019
  • 21. Neo4j Inc. Confidential Neo4j Graph Platform in 2019
  • 22. Neo4j Inc. Confidential Neo4j Graph Platform in 2019
  • 23. Neo4j Inc. Confidential Neo4j Graph Platform in 2019
  • 24. Neo4j Inc. Confidential Neo4j Graph Platform: Where We Are Today
  • 26. Neo4j Inc. Confidential Developer Productivity • Full-text search • Official Go driver • New graph algorithms: - Random Walks, Personalized PageRank, DeepGL and DeepWalk, Similarities (e.g. Jaccard index) Security Features • SNI / hostname verification • Clustering discovery service encryption Performance Features • Up to 5x Faster Data Insertion • Expanded native indexing - composite, Boolean & array types • Improved Handling of Large Write Tx - off-heap transaction state - cluster propagation improvements Neo4j 3.5 GA October 2018 Neo4j, Inc. Confidential
  • 28. Neo4j Inc. Confidential Visualizing Graphs with Neo4j Neo4j Bloom Provided by Neo4j Exclusively optimized for Neo4j graphs Deploys easily in Neo4j Desktop Focused on graph exploration thru a code-free UI Near natural language search Caters to business users and graph data analysts Small team or departmental use Viz Toolkits 3rd party e.g. vis.js, d3.js, Keylines Some offer data hooks into Neo4j, others may require custom integration Offer robust APIs for flexible control of the viz output Cater to developers who will create a custom solution, usually with limited interactivity Departmental, enterprise or public use BI Tools 3rd party e.g. Tableau, Qlik Not optimized for graph data, may require a special connector UI for dashboard and report creation with many kinds of viz, in addition to graph viz Cater to business users and data analysts Departmental, cross- department or enterprise use Graph Viz Solutions 3rd party e.g. Linkurious, Tom Sawyer Have to support multiple graph models and sources Feature UI for exploration or APIs for customizing output and embedding/publishing Solutions may cater to business users, analysts or developers Small team, departmental or cross-department use Little technical expertise Most technically involved Exploration focused Publishing / Consumption focused Quicker to deploy Slower to deploy
  • 29. Neo4j Inc. Confidential Perspective Search Visualization Exploration Inspection Editing Business view of the graph Departmental views • Hiding PII • Styling Near-natural Language Search Full-text search • Graph patterns • Custom Search Phrases GPU Accelerated Visualization High performance physics & rendering Direct graph interactions Select, expand, dismiss, find paths Node + Relationship details Browse from neighbor to neighbor Create, Connect, Correct Code-free graph changes Neo4j Bloom Overview
  • 30. Neo4j Inc. Confidential Graph Perspectives Manage visibility and reduce clutter, revealing the right information to the right users. • Categorize raw entities • Selective relationships • Selective property visibility • Hide uncategorized data • Role-based perspective sharing
  • 31. Neo4j Inc. Confidential Financial Services Customer Graph Bloom Perspective Example
  • 32. Neo4j Inc. Confidential Customer Marketing Perspective Bloom Perspective Example
  • 33. Neo4j Inc. Confidential Transaction Analyst Perspective Bloom Perspective Example
  • 34. Neo4j Inc. Confidential Bank Division Perspective Bloom Perspective Example
  • 35. Neo4j Inc. Confidential Graph Search Ask Bloom what you’re looking for using idiomatic phrases based on the graph structure and content. • Search everywhere • Find graph patterns • Create search phrases
  • 36. Neo4j Inc. Confidential Neo4j Bloom User Interface Search with type-ahead suggestions Category icons and color scheme Visualize, Explore and Discover Pan, Zoom and Select Property Browser and editor
  • 38. Neo4j Inc. Confidential Integrations • Link into Bloom from another application • Pass-in context to prime the search suggestions (pattern or complex search phrase) • Control the perspective shown ViewinBloom
  • 39. Neo4j Inc. Confidential Deployment • Bloom Server deploys as a Neo4j database plugin • Plugin provides app-related procedures and hosts web UI • Supports single instance or cluster setup of Neo4j • Web app can be hosted by the db HTTP server or separately • App supports modern web browsers: Chrome, Firefox, Edge • GPU-enabled client machine required Bloom Desktop Client Desktop (local) DB Bloom Web Client Bloom Server Neo4j DB Server Neo4j DB Cluster Bloom Server Bloom Server