SlideShare ist ein Scribd-Unternehmen logo
1 von 96
Downloaden Sie, um offline zu lesen
Graphs & Neo4j
Past - Present - Future
Meetup Sept 27, Stockholm - NetEnt
Michael Hunger
Caretaker General Neo4j Community
(Michael)*[:WORKS_FOR]*>(Neo4j)
michael@neo4j.com |?@mesirii?|?github.com/jexp?|?jexp.de/blog
Michael?Hunger??* Caretaker?General?@Neo4j
KNOWS
KNOWS
NAME: ANN
AGE: 32
SINCE: 2012
KNOWS
NODE
PROPERTY
RELATIONSHIPS
KNOWS
KNOWS
KNOWS
NAME: EVE
AGE: 32
SINCE: 2012
KNOWS
SELL
VIEWS
SELL
PRICE:10$
PALO ALTO
PRICE:5$
OAKLAND
SELL
15 years later…
“Graph analysis is the true killer
app for Big Data.”
“Forrester estimates that over 25%
of enterprises will be using graph
databases by 2017.”
Today It Is An Industry
“Graph analysis is possibly the single most
effective competitive differentiator for
organizations pursuing data-driven operations
and decisions after the design of data capture.”
“By the end of 2018, 70% of leading organizations
will have one or more pilot or proof-of-concept
efforts underway utilizing graph databases.”
Today It Is An Industry
Neo4j Adoption by Selected Verticals
SOFTWARE
FINANCIAL
SERVICES
RETAIL MEDIA & OTHER
SOCIAL
NETWORKS
TELECOM HEALTHCARE
How did we get here?
Let‘s build a,
1. database
2. query language
3. billion $,company
how hard can it be?
Our Founders
Our Culture
Be Open Listen!
Foster
Community & Collaboration
Appreciate
Empower
Support
Make it easy
Graph&Query&Language:&Cypher
(jan:Person {,name:“Jan”},) 3[:LOVES]3>,(anne:Person {,name:“Anne”},)
LOVES
Jan Anne
NODE NODE
LABEL PROPERTYLABEL PROPERTY
MATCH
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
Find%all%reports%and%how%many%
people%they%manage,%
up%to%3%levels%down
Cypher'Query
SQL'Query
THE IMPACT OF GRAPHS
How Graphs Are Changing The World
#1
GRAPHS
FOR
GOOD
Biggest Leak in History
Panama Papers
Offshore Leaks Database
Snowden – NSA
WikiLeaks Cablegate
Pentagon Papers
0 5M 10M
Documents Leaked
Unraveling the Cancer Code with Graphs
#2
DISRUPTION
WITH
GRAPHS
Anybody with an idea
and a purpose,

can now use a
technology that is
powerful enough to
change an industry
273
#3
BETTER
BUSINESS
WITH GRAPHS
Real-Time
Recommendations
Fraud
Detection
Network &
IT Operations
Master Data
Management
Graph-Based
Search
Identity & Access
Management
Sustainable Competitive
Advantage With Graphs
WHAT’S NEXT?
Building The Graph Database For The Future
What Users Love about Neo4j
Design
Whiteboard
friendliness
Develop Deploy
Great query
language
Native graph
performance
What Users Want More Of
Design
Whiteboard
friendliness
Develop Deploy
Great query
language
Native graph
performance
Productivity
Developer graph
applications faster
Scale
Design bigger and
faster graph apps
Operations
Deploy graph
applications
anywhere easily
Productivity
2016 - : 3.x — Official Language Drivers
0.x — Embedded Java API2000 - 2010:
2.x — Cypher2014 - 2015:
2010 - 2014: 1.x — REST
Example - Java with Neo4j 2.x
Official Language Drivers
Official Language Drivers
Driver driver = GraphDatabase.driver( "bolt://localhost" );
try ( Session session = driver.session() ) {
StatementResult result = session.run("MATCH (u:User) RETURN u.name");
}
With	Java
With	JavaScript
var driver = Graph.Database.driver("bolt://localhost");
var session = driver.session();
var result = session.run("MATCH (u:User) RETURN u.name");
Official Language Drivers
With	Python
driver = Graph.Database.driver("bolt://localhost")
session = driver.session()
result = session.run("MATCH (u:User) RETURN u.name")
Official Language Drivers
Official Language Drivers
using (var driver = GraphDatabase.Driver("bolt://localhost"))
using (var session = driver.Session())
{
var result = session.Run("MATCH (u:User) RETURN u.name");
}
With	.NET
JavaScript Java .NET Python
Community	
Drivers
Drivers
Bolt	
PHP, Go, 

Elixir, Ruby
Neo4j OGM
Spring Data Neo4j 4
Browser.Next
Spark Driver
JDBC Driver
Enabling:
User Defined
Procedures
Neo4j	Execu+on	Engine	
Java	Stored	
Procedure	
Applica+ons	
Bolt
Java Stored Procedure
@Procedure
public Stream<StringResult> uuid() {
return Stream.of(new StringResult(UUID.randomUUID().toString()));
}
@Procedure
public Stream<StringResult> uuid() {
return Stream.of(new StringResult(UUID.randomUUID().toString()));
}
Cypher
Java Stored Procedure
RDF / Linked Data
Parallelization
Meta Data
Utilities
Data Integration
Date & Time
Graph Algorithms
Enabling:
Spatial
Operations
Official Docker Image
Ease of:
Testing
Provisioning
Scaling
Extending
Using
Enabling:
Configuration
Log Files
Startup Behavior
Directory Structure
Consistency
Scale
Scalability Performance
The Inherent Tension Between
Scalability And Performance
Unlimited Size Graphs
Huge Networks of:
People
Devices
Software
Genes & Proteins
Behaviors
Documents
Enabling:
Drivers
User Defined Procedures
Unlimited Size Graphs
Future
These are my personal predictions
- Stay Tuned -
Core-Edge Clustering
Enterprise Grade Security
User Defined Functions
3.1
beta
Large Scale Clusters
Basis for Sharding
Spark Co-Location
Compute Instances
Auto-Scaling
Core Edge
LDAP
Active Directory
default roles
fine grained roles
procedure security
later:
Kerberos
data level security
Security
data conversion
date & time
json
data structures
business rules
decomposition
User Defined Functions
Graph Compute, Cypher on X
Sharding
Compiled Runtime
3.2
4.0
Connected Age
Age of Graphs
and Graph
Databases
Thank You
Questions? ;-)
Ask Me Anything
Graphs & Neo4j - Past Present Future
Graphs & Neo4j - Past Present Future

Weitere ähnliche Inhalte

Was ist angesagt?

The Graph-Native Advantage
The Graph-Native AdvantageThe Graph-Native Advantage
The Graph-Native AdvantageNeo4j
 
Intro to Cypher
Intro to CypherIntro to Cypher
Intro to CypherNeo4j
 
Graphql presentation
Graphql presentationGraphql presentation
Graphql presentationVibhor Grover
 
GraphQL Introduction
GraphQL IntroductionGraphQL Introduction
GraphQL IntroductionSerge Huber
 
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...luisw19
 
GraphConnect 2014 SF: From Zero to Graph in 120: Model
GraphConnect 2014 SF: From Zero to Graph in 120: ModelGraphConnect 2014 SF: From Zero to Graph in 120: Model
GraphConnect 2014 SF: From Zero to Graph in 120: ModelNeo4j
 
The 7 Deadly Sins of API Design
The 7 Deadly Sins of API DesignThe 7 Deadly Sins of API Design
The 7 Deadly Sins of API Designluisw19
 
How to GraphQL: React Apollo
How to GraphQL: React ApolloHow to GraphQL: React Apollo
How to GraphQL: React ApolloTomasz Bak
 
The Apollo and GraphQL Stack
The Apollo and GraphQL StackThe Apollo and GraphQL Stack
The Apollo and GraphQL StackSashko Stubailo
 
How to GraphQL
How to GraphQLHow to GraphQL
How to GraphQLTomasz Bak
 
An intro to GraphQL
An intro to GraphQLAn intro to GraphQL
An intro to GraphQLvaluebound
 
Introduction to Machine Learning with H2O and Python
Introduction to Machine Learning with H2O and PythonIntroduction to Machine Learning with H2O and Python
Introduction to Machine Learning with H2O and PythonSri Ambati
 
Introduction to GraphQL
Introduction to GraphQLIntroduction to GraphQL
Introduction to GraphQLRodrigo Prates
 
Better APIs with GraphQL
Better APIs with GraphQL Better APIs with GraphQL
Better APIs with GraphQL Josh Price
 
GraphQL across the stack: How everything fits together
GraphQL across the stack: How everything fits togetherGraphQL across the stack: How everything fits together
GraphQL across the stack: How everything fits togetherSashko Stubailo
 
Adding GraphQL to your existing architecture
Adding GraphQL to your existing architectureAdding GraphQL to your existing architecture
Adding GraphQL to your existing architectureSashko Stubailo
 
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, Aetna
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, AetnaFrom H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, Aetna
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, AetnaSri Ambati
 

Was ist angesagt? (20)

The Graph-Native Advantage
The Graph-Native AdvantageThe Graph-Native Advantage
The Graph-Native Advantage
 
Intro to Cypher
Intro to CypherIntro to Cypher
Intro to Cypher
 
Graphql presentation
Graphql presentationGraphql presentation
Graphql presentation
 
GraphQL Introduction
GraphQL IntroductionGraphQL Introduction
GraphQL Introduction
 
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...
GraphQL as an alternative approach to REST (as presented at Java2Days/CodeMon...
 
GraphConnect 2014 SF: From Zero to Graph in 120: Model
GraphConnect 2014 SF: From Zero to Graph in 120: ModelGraphConnect 2014 SF: From Zero to Graph in 120: Model
GraphConnect 2014 SF: From Zero to Graph in 120: Model
 
The 7 Deadly Sins of API Design
The 7 Deadly Sins of API DesignThe 7 Deadly Sins of API Design
The 7 Deadly Sins of API Design
 
Intro to GraphQL
 Intro to GraphQL Intro to GraphQL
Intro to GraphQL
 
How to GraphQL: React Apollo
How to GraphQL: React ApolloHow to GraphQL: React Apollo
How to GraphQL: React Apollo
 
The Apollo and GraphQL Stack
The Apollo and GraphQL StackThe Apollo and GraphQL Stack
The Apollo and GraphQL Stack
 
How to GraphQL
How to GraphQLHow to GraphQL
How to GraphQL
 
An intro to GraphQL
An intro to GraphQLAn intro to GraphQL
An intro to GraphQL
 
Introduction to GraphQL
Introduction to GraphQLIntroduction to GraphQL
Introduction to GraphQL
 
Introduction to Machine Learning with H2O and Python
Introduction to Machine Learning with H2O and PythonIntroduction to Machine Learning with H2O and Python
Introduction to Machine Learning with H2O and Python
 
Introduction to GraphQL
Introduction to GraphQLIntroduction to GraphQL
Introduction to GraphQL
 
Better APIs with GraphQL
Better APIs with GraphQL Better APIs with GraphQL
Better APIs with GraphQL
 
GraphQL Europe Recap
GraphQL Europe RecapGraphQL Europe Recap
GraphQL Europe Recap
 
GraphQL across the stack: How everything fits together
GraphQL across the stack: How everything fits togetherGraphQL across the stack: How everything fits together
GraphQL across the stack: How everything fits together
 
Adding GraphQL to your existing architecture
Adding GraphQL to your existing architectureAdding GraphQL to your existing architecture
Adding GraphQL to your existing architecture
 
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, Aetna
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, AetnaFrom H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, Aetna
From H2O to Steam - Dr. Bingwei Liu, Sr. Data Engineer, Aetna
 

Ähnlich wie Graphs & Neo4j - Past Present Future

GraphConnect Europe 2016 - Opening Keynote, Emil Eifrem
GraphConnect Europe 2016 - Opening Keynote, Emil EifremGraphConnect Europe 2016 - Opening Keynote, Emil Eifrem
GraphConnect Europe 2016 - Opening Keynote, Emil EifremNeo4j
 
Neo4j Database and Graph Platform Overview
Neo4j Database and Graph Platform OverviewNeo4j Database and Graph Platform Overview
Neo4j Database and Graph Platform OverviewNeo4j
 
Gapand 2017 - Diseñando Arquitecturas Serverless en Azure
Gapand 2017 - Diseñando Arquitecturas Serverless en AzureGapand 2017 - Diseñando Arquitecturas Serverless en Azure
Gapand 2017 - Diseñando Arquitecturas Serverless en AzureAlberto Diaz Martin
 
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...Containers, Serverless, Polyglot Development World, And Others…10 trends resh...
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...PROIDEA
 
Maintainable Machine Learning Products
Maintainable Machine Learning ProductsMaintainable Machine Learning Products
Maintainable Machine Learning ProductsAndrew Musselman
 
Opensocial Haifa Seminar - 2008.04.08
Opensocial Haifa Seminar - 2008.04.08Opensocial Haifa Seminar - 2008.04.08
Opensocial Haifa Seminar - 2008.04.08Ari Leichtberg
 
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo Japan
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo JapanAI Solutions with Macnica.ai - AI Expo 2018 Tokyo Japan
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo JapanAvkash Chauhan
 
Ajaxworld Opensocial Presentation
Ajaxworld Opensocial PresentationAjaxworld Opensocial Presentation
Ajaxworld Opensocial PresentationChris Schalk
 
NativeScript Developer Day Keynote - Todd Anglin & Burke Holland
NativeScript Developer Day Keynote - Todd Anglin & Burke HollandNativeScript Developer Day Keynote - Todd Anglin & Burke Holland
NativeScript Developer Day Keynote - Todd Anglin & Burke HollandBrian Rinaldi
 
20080602 Microsoft and Open Source
20080602 Microsoft and Open Source20080602 Microsoft and Open Source
20080602 Microsoft and Open SourceDavid Chou
 
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...OpenNebula Project
 
PREETI NANCY KUJUR_cvn
PREETI NANCY KUJUR_cvnPREETI NANCY KUJUR_cvn
PREETI NANCY KUJUR_cvnPreeti Nancy
 
GraphTour 2020 - Neo4j: What's New?
GraphTour 2020 - Neo4j: What's New?GraphTour 2020 - Neo4j: What's New?
GraphTour 2020 - Neo4j: What's New?Neo4j
 
Intro to Neo4j and Graph Databases
Intro to Neo4j and Graph DatabasesIntro to Neo4j and Graph Databases
Intro to Neo4j and Graph DatabasesNeo4j
 
Graph-Oriented NoSQL Databases
Graph-Oriented NoSQL  Databases Graph-Oriented NoSQL  Databases
Graph-Oriented NoSQL Databases Abdelkader OUARED
 
App forum2015 London - RhoMobile Update
App forum2015 London - RhoMobile UpdateApp forum2015 London - RhoMobile Update
App forum2015 London - RhoMobile Updaterobgalvinjr
 
Webinar: Neo4j Licensing: Which Edition Is Right For You?
Webinar:  Neo4j Licensing: Which Edition Is Right For You?Webinar:  Neo4j Licensing: Which Edition Is Right For You?
Webinar: Neo4j Licensing: Which Edition Is Right For You?Neo4j
 
Bluegranite AA Webinar FINAL 28JUN16
Bluegranite AA Webinar FINAL 28JUN16Bluegranite AA Webinar FINAL 28JUN16
Bluegranite AA Webinar FINAL 28JUN16Andy Lathrop
 

Ähnlich wie Graphs & Neo4j - Past Present Future (20)

GraphConnect Europe 2016 - Opening Keynote, Emil Eifrem
GraphConnect Europe 2016 - Opening Keynote, Emil EifremGraphConnect Europe 2016 - Opening Keynote, Emil Eifrem
GraphConnect Europe 2016 - Opening Keynote, Emil Eifrem
 
Neo4j Database and Graph Platform Overview
Neo4j Database and Graph Platform OverviewNeo4j Database and Graph Platform Overview
Neo4j Database and Graph Platform Overview
 
Gapand 2017 - Diseñando Arquitecturas Serverless en Azure
Gapand 2017 - Diseñando Arquitecturas Serverless en AzureGapand 2017 - Diseñando Arquitecturas Serverless en Azure
Gapand 2017 - Diseñando Arquitecturas Serverless en Azure
 
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...Containers, Serverless, Polyglot Development World, And Others…10 trends resh...
Containers, Serverless, Polyglot Development World, And Others…10 trends resh...
 
Maintainable Machine Learning Products
Maintainable Machine Learning ProductsMaintainable Machine Learning Products
Maintainable Machine Learning Products
 
Opensocial Haifa Seminar - 2008.04.08
Opensocial Haifa Seminar - 2008.04.08Opensocial Haifa Seminar - 2008.04.08
Opensocial Haifa Seminar - 2008.04.08
 
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo Japan
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo JapanAI Solutions with Macnica.ai - AI Expo 2018 Tokyo Japan
AI Solutions with Macnica.ai - AI Expo 2018 Tokyo Japan
 
Ajaxworld Opensocial Presentation
Ajaxworld Opensocial PresentationAjaxworld Opensocial Presentation
Ajaxworld Opensocial Presentation
 
NativeScript Developer Day Keynote - Todd Anglin & Burke Holland
NativeScript Developer Day Keynote - Todd Anglin & Burke HollandNativeScript Developer Day Keynote - Todd Anglin & Burke Holland
NativeScript Developer Day Keynote - Todd Anglin & Burke Holland
 
20080602 Microsoft and Open Source
20080602 Microsoft and Open Source20080602 Microsoft and Open Source
20080602 Microsoft and Open Source
 
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...
OpenNebulaConf2017US: Welcome and project update by Ignacio M. Llorente and R...
 
PREETI NANCY KUJUR_cvn
PREETI NANCY KUJUR_cvnPREETI NANCY KUJUR_cvn
PREETI NANCY KUJUR_cvn
 
GraphTour 2020 - Neo4j: What's New?
GraphTour 2020 - Neo4j: What's New?GraphTour 2020 - Neo4j: What's New?
GraphTour 2020 - Neo4j: What's New?
 
Intro to Neo4j and Graph Databases
Intro to Neo4j and Graph DatabasesIntro to Neo4j and Graph Databases
Intro to Neo4j and Graph Databases
 
Graph-Oriented NoSQL Databases
Graph-Oriented NoSQL  Databases Graph-Oriented NoSQL  Databases
Graph-Oriented NoSQL Databases
 
Microsoft ve Açık Kaynak
Microsoft ve Açık KaynakMicrosoft ve Açık Kaynak
Microsoft ve Açık Kaynak
 
App forum2015 London - RhoMobile Update
App forum2015 London - RhoMobile UpdateApp forum2015 London - RhoMobile Update
App forum2015 London - RhoMobile Update
 
Web Analytics
Web Analytics Web Analytics
Web Analytics
 
Webinar: Neo4j Licensing: Which Edition Is Right For You?
Webinar:  Neo4j Licensing: Which Edition Is Right For You?Webinar:  Neo4j Licensing: Which Edition Is Right For You?
Webinar: Neo4j Licensing: Which Edition Is Right For You?
 
Bluegranite AA Webinar FINAL 28JUN16
Bluegranite AA Webinar FINAL 28JUN16Bluegranite AA Webinar FINAL 28JUN16
Bluegranite AA Webinar FINAL 28JUN16
 

Mehr von jexp

Looming Marvelous - Virtual Threads in Java Javaland.pdf
Looming Marvelous - Virtual Threads in Java Javaland.pdfLooming Marvelous - Virtual Threads in Java Javaland.pdf
Looming Marvelous - Virtual Threads in Java Javaland.pdfjexp
 
Easing the daily grind with the awesome JDK command line tools
Easing the daily grind with the awesome JDK command line toolsEasing the daily grind with the awesome JDK command line tools
Easing the daily grind with the awesome JDK command line toolsjexp
 
Looming Marvelous - Virtual Threads in Java
Looming Marvelous - Virtual Threads in JavaLooming Marvelous - Virtual Threads in Java
Looming Marvelous - Virtual Threads in Javajexp
 
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptx
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptxGraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptx
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptxjexp
 
Neo4j Connector Apache Spark FiNCENFiles
Neo4j Connector Apache Spark FiNCENFilesNeo4j Connector Apache Spark FiNCENFiles
Neo4j Connector Apache Spark FiNCENFilesjexp
 
How Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the DotsHow Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the Dotsjexp
 
The Home Office. Does it really work?
The Home Office. Does it really work?The Home Office. Does it really work?
The Home Office. Does it really work?jexp
 
Polyglot Applications with GraalVM
Polyglot Applications with GraalVMPolyglot Applications with GraalVM
Polyglot Applications with GraalVMjexp
 
Neo4j Graph Streaming Services with Apache Kafka
Neo4j Graph Streaming Services with Apache KafkaNeo4j Graph Streaming Services with Apache Kafka
Neo4j Graph Streaming Services with Apache Kafkajexp
 
How Graph Databases efficiently store, manage and query connected data at s...
How Graph Databases efficiently  store, manage and query  connected data at s...How Graph Databases efficiently  store, manage and query  connected data at s...
How Graph Databases efficiently store, manage and query connected data at s...jexp
 
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Library
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures LibraryAPOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Library
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Libraryjexp
 
Refactoring, 2nd Edition
Refactoring, 2nd EditionRefactoring, 2nd Edition
Refactoring, 2nd Editionjexp
 
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...jexp
 
Practical Graph Algorithms with Neo4j
Practical Graph Algorithms with Neo4jPractical Graph Algorithms with Neo4j
Practical Graph Algorithms with Neo4jjexp
 
A Game of Data and GraphQL
A Game of Data and GraphQLA Game of Data and GraphQL
A Game of Data and GraphQLjexp
 
Intro to Graphs and Neo4j
Intro to Graphs and Neo4jIntro to Graphs and Neo4j
Intro to Graphs and Neo4jjexp
 
Class graph neo4j and software metrics
Class graph neo4j and software metricsClass graph neo4j and software metrics
Class graph neo4j and software metricsjexp
 
New Neo4j Auto HA Cluster
New Neo4j Auto HA ClusterNew Neo4j Auto HA Cluster
New Neo4j Auto HA Clusterjexp
 
Spring Data Neo4j Intro SpringOne 2012
Spring Data Neo4j Intro SpringOne 2012Spring Data Neo4j Intro SpringOne 2012
Spring Data Neo4j Intro SpringOne 2012jexp
 
Intro to Cypher
Intro to CypherIntro to Cypher
Intro to Cypherjexp
 

Mehr von jexp (20)

Looming Marvelous - Virtual Threads in Java Javaland.pdf
Looming Marvelous - Virtual Threads in Java Javaland.pdfLooming Marvelous - Virtual Threads in Java Javaland.pdf
Looming Marvelous - Virtual Threads in Java Javaland.pdf
 
Easing the daily grind with the awesome JDK command line tools
Easing the daily grind with the awesome JDK command line toolsEasing the daily grind with the awesome JDK command line tools
Easing the daily grind with the awesome JDK command line tools
 
Looming Marvelous - Virtual Threads in Java
Looming Marvelous - Virtual Threads in JavaLooming Marvelous - Virtual Threads in Java
Looming Marvelous - Virtual Threads in Java
 
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptx
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptxGraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptx
GraphConnect 2022 - Top 10 Cypher Tuning Tips & Tricks.pptx
 
Neo4j Connector Apache Spark FiNCENFiles
Neo4j Connector Apache Spark FiNCENFilesNeo4j Connector Apache Spark FiNCENFiles
Neo4j Connector Apache Spark FiNCENFiles
 
How Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the DotsHow Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the Dots
 
The Home Office. Does it really work?
The Home Office. Does it really work?The Home Office. Does it really work?
The Home Office. Does it really work?
 
Polyglot Applications with GraalVM
Polyglot Applications with GraalVMPolyglot Applications with GraalVM
Polyglot Applications with GraalVM
 
Neo4j Graph Streaming Services with Apache Kafka
Neo4j Graph Streaming Services with Apache KafkaNeo4j Graph Streaming Services with Apache Kafka
Neo4j Graph Streaming Services with Apache Kafka
 
How Graph Databases efficiently store, manage and query connected data at s...
How Graph Databases efficiently  store, manage and query  connected data at s...How Graph Databases efficiently  store, manage and query  connected data at s...
How Graph Databases efficiently store, manage and query connected data at s...
 
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Library
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures LibraryAPOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Library
APOC Pearls - Whirlwind Tour Through the Neo4j APOC Procedures Library
 
Refactoring, 2nd Edition
Refactoring, 2nd EditionRefactoring, 2nd Edition
Refactoring, 2nd Edition
 
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...
New Features in Neo4j 3.4 / 3.3 - Graph Algorithms, Spatial, Date-Time & Visu...
 
Practical Graph Algorithms with Neo4j
Practical Graph Algorithms with Neo4jPractical Graph Algorithms with Neo4j
Practical Graph Algorithms with Neo4j
 
A Game of Data and GraphQL
A Game of Data and GraphQLA Game of Data and GraphQL
A Game of Data and GraphQL
 
Intro to Graphs and Neo4j
Intro to Graphs and Neo4jIntro to Graphs and Neo4j
Intro to Graphs and Neo4j
 
Class graph neo4j and software metrics
Class graph neo4j and software metricsClass graph neo4j and software metrics
Class graph neo4j and software metrics
 
New Neo4j Auto HA Cluster
New Neo4j Auto HA ClusterNew Neo4j Auto HA Cluster
New Neo4j Auto HA Cluster
 
Spring Data Neo4j Intro SpringOne 2012
Spring Data Neo4j Intro SpringOne 2012Spring Data Neo4j Intro SpringOne 2012
Spring Data Neo4j Intro SpringOne 2012
 
Intro to Cypher
Intro to CypherIntro to Cypher
Intro to Cypher
 

Kürzlich hochgeladen

100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一ffjhghh
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023ymrp368
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 

Kürzlich hochgeladen (20)

100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
Sampling (random) method and Non random.ppt
Sampling (random) method and Non random.pptSampling (random) method and Non random.ppt
Sampling (random) method and Non random.ppt
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 

Graphs & Neo4j - Past Present Future