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- 1. 5/23/2018 Copyright © 2018 Neo4j, Inc. 1 What’s New In Neo4j 3.4 & Bloom Update Jeff Morris Philip Rathle May 23, 2018 1 Neo4j - The Graph Company 720+ 7/10 12/25 8/10 53K+ 100+ 270+ 450+ Adoption Top Retail Firms Top Financial Firms Top Software Vendors Customers Partners • Creator of the Neo4j Graph Platform • ~200 employees • HQ in Silicon Valley, other offices include London, Munich, Paris and Malmö (Sweden) • $80M in funding from Fidelity, Sunstone, Conor, Creandum, and Greenbridge Capital • Over 10M+ downloads • 270+ enterprise subscription customers with over half with >$1B in revenue Ecosystem Startups in program Enterprise customers Partners Meet up members Events per year Industry’s Largest Dedicated Investment in Graphs
- 2. 5/23/2018 Copyright © 2018 Neo4j, Inc. 2 Neo4j is an enterprise-grade native graph platform that enables you to: • Store, reveal and query data relationships • Traverse and analyze any levels of depth in real-time • Add context and connect new data on the fly 3 Who We Are: The Graph Platform • Performance • ACID Transactions • Schema-free Agility • Graph Algorithms Designed, built and tested natively for graphs from the start for: • Developer Productivity • Hardware Efficiency • Global Scale • Graph Adoption Graph Transactions Graph Analytics Data Integration Development & Admin Analytics Tooling Drivers & APIs Discovery & Visualization 2010 2011 2012 2013 2015 2017 Frustrated with Gremlin, Neo invented Cypher - Leading language for graph queries First open source GA version of a property graph database O’Reilly Graph Database — first definitive book for graph professionals Introduced labels to simplify graph modeling openCypher.org open sourced Cypher query language as de facto standard Industry’s 1st Graph Platform Graph Algorithms for data scientists Developer’s Neo4j Desktop 2014 Visual Graph Query Browser 2016 Causal Consistency for Graphs Neo4j—The Graph Innovator 2018 2019 Morpheus Graph is a unique paradigm Neo4j Cloud Neo4j Cloud EAP Neo4j Bloom visual discovery Cypher for Apache Spark Cypher for Gremlin GQL Manifesto
- 3. 5/23/2018 Copyright © 2018 Neo4j, Inc. 3 Graph Transactions Graph Analytics Data Integration Development & Admin Analytics Tooling Drivers & APIs Discovery & Visualization Developers Admins Applications Business Users Data Analysts Data Scientists Enterprise Data Hub Native Graph Platform: Tools for Many Users Neo4j: Enabling the Connected Enterprise Consumers of Connected Data 6 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 Data Scientists Business Users Business Users Applications Applications
- 4. 5/23/2018 Copyright © 2018 Neo4j, Inc. 4 • Introduced Today: https://gql.today/ • An initiative to immediately rally support for a unified Graph Query Language • Standards meetings are ongoing • All community members are encouraged to Vote their support at https://gql.today/#vote 7 The GQL Manifesto: https://gql.today/ Neo4j Product Update Latest Innovations
- 5. 5/23/2018 Copyright © 2018 Neo4j, Inc. 5 3.3 Review of Latest GA Release (Oct ‘17) ` RR RR RR RR RR RR RR RR RR RR RR RR READ REPLICAS London ` C C RR RR RR RR RR RR READ REPLICAS New York Multi-Data Center Clustering with Secure Transit
- 6. 5/23/2018 Copyright © 2018 Neo4j, Inc. 6 Neo4j Desktop 1.0 • Mission control for developers • Connect to both local and remote Neo4j servers • Free with registration • Includes development license for Neo4j Enterprise Edition • Keeps you up to date with latest versions, plugins, etc. • https://neo4j.com/download Finds the optimal path or evaluates route availability and quality • Single Source Short Path • All-Nodes SSP • Parallel paths Evaluates how a group is clustered or partitioned • Label Propagation • Union Find • Strongly Connected Components • Louvain • Triangle-Count Determines the importance of distinct nodes in the network • PageRank • Betweeness • Closeness • Degree Data Science Algorithms
- 7. 5/23/2018 Copyright © 2018 Neo4j, Inc. 7 Development & Administration Analytics Tooling Graph Analytics Graph Transactions Data Integration Discovery & Visualization Drivers & APIs AI Neo4j Database 3.3 • 50% faster writes • Real-time transactions and traversal applications Review: The Neo4j Graph Platform, Fall 2017 Neo4j Desktop, the developers’ mission control console • Free, registered local license of Enterprise Edition • APOC library installer • Algorithm library installer Data Integration • Neo4j ETL reveals RDBMS hidden relationships upon importing to graph • Data Importer for fast data ingestion Graph Analytics • Graph Algorithms support Community Detection, Centrality and Path Finding • Cypher for Apache Spark from openCypher.org supports graph composition (sub-graphs) and algorithm chaining Discovery & Visualization • Integration with popular visualization vendors • Neo4j Browser and custom visualizations allow graph exploration Bolt with GraphQL and more • Secure, Causal Clustering • High-speed analytic processing • On-prem, Docker & cloud delivery What’s Next? 3.4
- 8. 5/23/2018 Copyright © 2018 Neo4j, Inc. 8 Graphs Extended to Include Geospatial Search + x y Geospatial Graph Queries z
- 9. 5/23/2018 Copyright © 2018 Neo4j, Inc. 9 x y z “Recommend a shirt available in a store close by in the men’s department” Location Building Floor Rack
- 10. 5/23/2018 Copyright © 2018 Neo4j, Inc. 10 Scalability Multi-Clustering Support for Global Internet Apps Horizontally partition graph by domain (country, product, customer, data center) 20 Multi-tenancy Geo Partitioning Write Scaling sa cluster uk cluster us_east cluster hk cluster
- 11. 5/23/2018 Copyright © 2018 Neo4j, Inc. 11 Performance Neo4j 3.3 Neo4j 3.4 RC1 70% Faster 250 500 0 750 1000 Neo4j 3.2 Reads – Neo4j Enterprise Cypher Runtime 10% Faster Mixed Workload Read Benchmark
- 12. 5/23/2018 Copyright © 2018 Neo4j, Inc. 12 Supercharging Graph Writes One Component: 80% of transactional write overhead (!!!) ? QM ,. Index Insertion ACID Optimized for graph Fast Reads ~10x Faster Writes Neo4j GB+ Tree Index Label Groupings (Neo4j 3.2) Numerics (Neo4j 3.3) Strings (Neo4j 3.4) QM ,. External Index Provider Native Neo4j Index Supercharging Graph Writes
- 13. 5/23/2018 Copyright © 2018 Neo4j, Inc. 13 Writes with Native String Indexes 500% improvement Neo4j 3.4 RC1 Performance Performance Tuning Summary 3.3 & 3.4 26
- 14. 5/23/2018 Copyright © 2018 Neo4j, Inc. 14 Ops & Admin LDAP & Active Directory User & Roles Procedure Access Controls Security: Property Blacklisting added Kerberos SSO Certs Intra-Cluster Encryption Security Event Logging TLS Wire Encryption SSN: “043-56-8834” 0000“043-56-8834” Property Blacklisting
- 15. 5/23/2018 Copyright © 2018 Neo4j, Inc. 15 Rolling Upgrades 29 3.4 3.4 3.4 4.0 4.0 4.0 Auto Cache Reheating Upgrade to new versions with zero downtime Store upgrades may require downtime but can be done subsequently For Restarts, Restores, and Cluster Expansion 30 3.4 Features By Edition Community Edition Enterprise Edition Date / Time data types ■ ■ 3D Geospatial data types ■ ■ Performance Improvements Native String Indexes – up to 5x faster writes ■ ■ 2x faster backups ■ Improved Cypher runtime Fast Faster 100B+ object bulk importer ■ Resumable Enterprise Scaling & Administration Multi-Clustering (partitioning of clusters) ■ Automatic cache warming ■ Rolling upgrades ■ Resumable copy/restore cluster member ■ New diagnostic metrics and support tools ■ Security: Property blacklisting by user/role ■
- 16. 5/23/2018 Copyright © 2018 Neo4j, Inc. 16 Development & Administration Analytics Tooling Graph Analytics Graph Transactions Data Integration Discovery & Visualization Drivers & APIs AI Neo4j Database 3.4 • 70% faster Cypher • Native String Indexes (up to 5x faster writes) • 100B+ bulk importer The Neo4j Graph Platform, Summer 2018 Improved Admin Experience • Rolling upgrades • 2X faster backups • Cache Warming on startup • Improved diagnostics Morpheus for Apache Spark • Graph analytics in the data lake • In-memory Spark graphs from Apache Hadoop, Hive, Gremlin and Spark • Save graphs into Neo4j • High-speed data exchange between Neo4j & data lake • Progressive analysis using named graphs Graph Data Science • High speed graph algorithms Neo4j Bloom • New graph illustration and communication tool for non-technical users • Explore and edit graph • Search-based • Create storyboards • Foundation for graph data discovery • Integrated with graph platform Multi-Cluster routing built into Bolt drivers • Date/Time data type • 3-D Geospatial search • Secure, Horizontal Multi-Clustering • Property Blacklisting Security Introducing A Brand New Graph Exploration Product
- 17. 5/23/2018 Copyright © 2018 Neo4j, Inc. 17 Neo4j Bloom Neo4j Bloom 34 • High fidelity • Scene navigation • Property views • Search suggestions • Saved phrase history • Property editor • Schema perspectives • Bloom chart type • Visualize • Communicate • Discover • Navigate • Isolate • Edit • Share
- 18. 5/23/2018 Copyright © 2018 Neo4j, Inc. 18 35 Neo4j Bloom Features • Prompted Search • Property Browser & editor • Category icons and color scheme • Pan, Zoom & Select Advancing the Platform 36 Native graph architecture extends scale, use cases and performance • Neo4j Database 3.4 Shipping May, 2018 New products for new users • Neo4j Bloom visualization & storyboard tool for business Shipping in June, 2018
- 19. 5/23/2018 Copyright © 2018 Neo4j, Inc. 19 Neo4j Update Jeff Morris Philip Rathle May 23, 2018 37