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Discover Aura Workshop (12.5.23).pdf

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As graph enthusiasts and users, you already know how important it is to understand the relationships and connections within your data in gaining valuable insights for your organization. What if you could access the same relationships, connections, and valuable insights but with fewer resources? It’s possible with Neo4j Aura Enterprise Graph Database-as-a-Service! Neo4j Aura is a fast, reliable, scalable, and completely automated graph database as a cloud service, enabling you to focus on your strengths – creating rich, data-driven applications – rather than waste time managing the databases. Aura now makes the power of data relationships available in a cloud-native environment, enabling fast queries for real-time analytics and insights. Join us for a comprehensive 90-minute workshop as we dive into the revolutionary world of Neo4j's Aura that is transforming how organizations harness the potential of their interconnected data. This workshop will: - Discuss the many advantages of using a graph database-as-a-service, like the ease of deployment and enterprise-grade security and compliance measures - Present real-world success stories - Highlight the collaboration features and benefits of Aura Enterprise vs. Neo4j Desktop - Discuss AuraDS - a managed service for running data science algorithms and workloads for Neo4j - Share integration and migration tips when transitioning or adding Aura Enterprise - Guide you through setting up your own Aura instance Discover how Aura Enterprise redefines your approach to data relationships. Join us to unlock the true power of interconnected data!

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© 2023 Neo4j, Inc. All rights reserved.
1
Training
Discover Neo4j Aura: The Future of
Graph Database-as-a-Service
Workshop
2023-12-05
© 2023 Neo4j, Inc. All rights reserved.
Discover Neo4j Aura: The Future of Graph DBaaS Workshop
REMINDERS:
• Make sure that your Zoom participant name is your first and last name.
• Yes, the slides and the recording will be shared.
• Please add your questions in the Q&A or the chat windows.
© 2023 Neo4j, Inc. All rights reserved.
3 © 2023 Neo4j, Inc. All rights reserved.
© 2023 Neo4j, Inc. All rights reserved.
Today’s Agenda
1. What is Aura?
2. Architecture
3. Sizing
4. Data Ingestion
5. Data Monitoring
6. Security
7. SSO
8. Roadmap
9. Take a Look
New to Neo4j Graph database and the
Label Property Graph model?
Bonus 30 minute lightweight
introduction to Neo4j and Graphs at
the end if there’s time and interest.
© 2023 Neo4j, Inc. All rights reserved.
© 2023 Neo4j, Inc. All rights reserved.
5
What is Aura?
© 2023 Neo4j, Inc. All rights reserved.
Aura Platform Overview
Graph Database as a Service Graph Data Science as a Service
Platform
Product
Family
Product
Differentiation
AuraDB is built to backend
Neo4j graph database
applications; paid tiers offer
three node clusters
transparently, and is
designed for robustness and
high availability.
AuraDS is built to empower
data scientists to use graph
without worrying about
admin; offers large single
instances for big analytics
tasks.
Product
Tiers
Free Professional Enterprise Professional Enterprise

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Discover Aura Workshop (12.5.23).pdf

  • 1. © 2023 Neo4j, Inc. All rights reserved. 1 Training Discover Neo4j Aura: The Future of Graph Database-as-a-Service Workshop 2023-12-05
  • 2. © 2023 Neo4j, Inc. All rights reserved. Discover Neo4j Aura: The Future of Graph DBaaS Workshop REMINDERS: • Make sure that your Zoom participant name is your first and last name. • Yes, the slides and the recording will be shared. • Please add your questions in the Q&A or the chat windows.
  • 3. © 2023 Neo4j, Inc. All rights reserved. 3 © 2023 Neo4j, Inc. All rights reserved.
  • 4. © 2023 Neo4j, Inc. All rights reserved. Today’s Agenda 1. What is Aura? 2. Architecture 3. Sizing 4. Data Ingestion 5. Data Monitoring 6. Security 7. SSO 8. Roadmap 9. Take a Look New to Neo4j Graph database and the Label Property Graph model? Bonus 30 minute lightweight introduction to Neo4j and Graphs at the end if there’s time and interest.
  • 5. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 5 What is Aura?
  • 6. © 2023 Neo4j, Inc. All rights reserved. Aura Platform Overview Graph Database as a Service Graph Data Science as a Service Platform Product Family Product Differentiation AuraDB is built to backend Neo4j graph database applications; paid tiers offer three node clusters transparently, and is designed for robustness and high availability. AuraDS is built to empower data scientists to use graph without worrying about admin; offers large single instances for big analytics tasks. Product Tiers Free Professional Enterprise Professional Enterprise
  • 7. © 2023 Neo4j, Inc. All rights reserved. AuraDB Product Tiers AuraDB Free FREE! For small development projects, learning, experimentation and prototyping. Feature Highlights: AuraDB Professional Starting at: $65/month For medium-scale applications in advanced development or production environments. Everything in Free, plus: AuraDB Enterprise Speak with us! For large-scale, mission-critical applications that require advanced security and 24x7 support. Everything in Professional, plus: ● Up to 384 GB memory per database instance ● 99.95% guaranteed uptime SLA ● Role-based access control with granular security ● VPC isolation and dedicated infrastructure ● Custom pricing and sales contracts ● Premium 24x7 support and services ● Hourly backups with 90-day retention ● Support for AWS, Azure, and GCP marketplace private offers ● Up to 64 GB memory per database instance ● Unlimited database instances ● Daily backups, 7-day retention ● On-demand snapshots ● Credit card payment or Cloud marketplace billing integration ● Multi-tenant, shared environment ● No SSO ● No credit card or other payment method required ● Up to 200k nodes and 400k relationships ● More sample datasets to explore ● Bloom data discovery and visualization included ● Multi-tenant, shared environment ● No backups ● No SSO
  • 8. © 2023 Neo4j, Inc. All rights reserved. AuraDS Product Tiers AuraDS Professional Starting at: $1/hour* AuraDS Professional is the fastest way to take your graph data science experiments to production with monthly billing. Feature Highlights: AuraDS Enterprise Speak with us! AuraDS Enterprise offers additional scale, security, premium support, and negotiable contracts. Everything in Professional, plus: ● 8-384GB (RAM) ● Custom pricing and sales contracts ● Automated updates and patches ● Premium 24x7 support ● Role-based access control ● Pay with committed spend from AWS, Azure, and Google Cloud ● Private marketplace offers for AWS, Azure, and Google Cloud ● Pause instances when not in use, pay 80% less ● VPC isolation and dedicated infrastructure ● 8-96GB (RAM) ● Pay as you go: credit card or Google Cloud billing ● Automated updates/patches ● Pause instances when not in use, pay 80% less ● Multi-tenant, shared environment
  • 9. © 2023 Neo4j, Inc. All rights reserved. 10 10 Neo4j’s Graph DBaaS A Fully-Managed Graph Database Service Built On A Battle-Tested Foundation Fully Automated, Zero Administration Over 650 Deployed Enterprise Customer DBs Worry-Free Security and Reliability Always-On, No Downtime Simple Pricing, Predictable Cost Elastic Sizing Enterprise
  • 10. © 2023 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2021 11 Multi-Cloud Availability Cloud agnostic Can be built to support all global regions Data stays local to region AWS, GCP, Azure
  • 11. © 2023 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2021 12 AuraDB Enterprise High Availability & Reliability Self-healing, always-on with 99.95% uptime guarantee* Highly available, even while scaling and patching instances ACID (atomicity, consistency, isolation, durability) compliant Automated hourly backups with 90-day retention Multi-Availability Zone distribution Durable storage with data 3-way replicated 99.95%
  • 12. © 2023 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2021 13 24x7 Support for your 24/7 Business 24x7x365 Premium Support 1 hour Sev-1 Response Time Guaranteed SLAs Highly-trained Neo4j support team available in all global time zones Get support the way you want it! Email, web, phone, or Neo4j API to log your support tickets and make updates
  • 13. © 2023 Neo4j, Inc. All rights reserved. Leading Brands Trust Aura Enterprise
  • 14. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 25 Architecture (AuraDB)
  • 15. © 2023 Neo4j, Inc. All rights reserved. Built by hand 1. Get cluster running ◦ Set infrastructure (machine, software install, k8', etc.) 2. Check the operating system/user permissions and limits 3. Memory configuration 4. Client Connectivity and dns naming conventions 5. Get ssl/security in place 6. Logging/Monitoring (setting up Neo4j Ops Manager) 7. Backup and recovery Day in the life of Neo4j EE (Architecture/Ops) Automate as much as possible (at least it will be needed for regular testing of disaster recovery)
  • 16. © 2023 Neo4j, Inc. All rights reserved. Overview of the AuraDB Cloud Architecture Customer AWS / Azure / GCP Account Customer VPC Aura Control Plane Neo4j AWS / Azure / GCP Account / Environment Dedicated Per Aura Customer Neo4j VPC Kubernetes cluster AWS / Azure / GCP Region Neo4j VPC Kubernetes cluster ZONE A Persistent Volume Neo4j Developer Tools Console Services Database Manager Cloud Load Balancer Backup Storage Admin Users Customer Application Neo4j Driver Client End Users Developers Persistent Volume Persistent Volume Interface Endpoint AWS PrivateLink Azure Private Link GCP Private Service Connect Private Load Balancer Neo4j Process Neo4j Process Neo4j Process Database Ingress Database Ingress Multiple Instances VPC Endpoint Kubernetes Control Plane HTTP, TLS 1.3 BOLT, TLS 1.3 HTTP, TLS 1.3 HTTP, TLS 1.3 ZONE B ZONE C A dedicated project /account is destroyed when a customer leaves the platform Dedicated VPC and cloud infrastructure Multi-AZ cluster protects from data center failures Data (storage & backups) is encrypted at rest Fully encrypted traffic, including intra-service
  • 17. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 29 Sizing
  • 18. © 2023 Neo4j, Inc. All rights reserved. Instance to Match Typical EE Env | AuraDB Enterprise
  • 19. © 2023 Neo4j, Inc. All rights reserved. Monitoring Utilization We actively monitor datastore and proactively notify you when an instance is getting close to the actual physical value. Snapshots • Snapshots can be taken on-demand → AuraDB also has automated hourly snapshots • Snapshots allow devs/data scientists to go back to “latest safe state” after major changes Storage Overview
  • 20. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 32 Data Ingestion
  • 21. © 2023 Neo4j, Inc. All rights reserved. Small ingestion load (upto =< 4 GB) ● Importing .dump files ● Load CSV (public URLs) Medium to Large ingestion load (from existing on-prem) ● Push to Cloud (4.x and lower) ● neo4j-admin database upload (5.x and higher) ● Large workload from self-managed to Aura Integrations ● Kafka ● Language Drivers ● Spark Connector & AWS Glue ● ETL Tools Ingestion Methods
  • 22. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 34 Data Monitoring & Operations
  • 23. © 2023 Neo4j, Inc. All rights reserved. Instance Monitoring
  • 24. © 2023 Neo4j, Inc. All rights reserved. Request Logs
  • 25. © 2023 Neo4j, Inc. All rights reserved. Aura (Management) API
  • 26. © 2023 Neo4j, Inc. All rights reserved. Security Log Forwarding What is it Aura Security logs can be directed towards a single downstream application monitoring platform. The initial offering enables users to target cloud native logging solution AWS CloudWatch, Azure Monitor Logs, GCP Cloud Logging. This service is chargeable add-on to the baseline Aura cost EAP
  • 27. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 39 Performance Metric Forwarding What it is Aura admin is able to set up a forwarding service for sending database and service level monitoring data. Initial target destination is Prometheus, which when used in collaboration with Grafana, can provide users with metric aggregation, filtering and visualisation capabilities in an open source platform. Users can also call the Prometheus API for pull-based monitoring, or leverage one of the existing integrations to downstream application performance monitoring platforms (APM). Why it’s important Enterprise IT administrators can monitor the health of mission critical applications leveraging Aura, using industry standard Observability solutions. Being able to view all critical metrics pertaining to an application in an aggregation platform is vital for administrators, as it streamlines monitoring processes and provides convenience gains. Proactive monitoring and alerting are important requirements for various regulatory compliances sought by enterprises. Future
  • 28. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 40 Security
  • 29. © 2023 Neo4j, Inc. All rights reserved. Neo4j, Inc. All rights reserved 2021 41 Enterprise-Grade Security Role-Based Access Control Granular Schema-Based database security Encryption at-rest (storage and backups) [AES 256] and in-transit [TLS 1.3] VPC-isolation with dedicated infrastructure Private Endpoint Connectivity SSO via OIDC (Browser & Bloom) SSO via OKTA/AAD (Aura Console) MFA in Aura Console ISO 27001, ISO 20243, GDPR, CCPA, SOC2 Type I and II compliant Learn more: neo4j.com/cloud/security
  • 30. © 2023 Neo4j, Inc. All rights reserved. Aura is compatible with the following Cloud Private Endpoint Services: ◦ AWS PrivateLink ◦ Azure Private Link ◦ GCP Private Service Connect Allows an application/service residing in one VPC (the “Service Provider VPC”) to be accessed by clients/consumers in (or through) other VPCs within the cloud Region (“Consumer VPCs”). The Consumer accesses the service privately via an interface (VPC Endpoint) deployed locally in the Consumer VPC, avoiding any requirement for internet connectivity and keeping all traffic inside cloud’s private network. Private Connectivity between VPCs Aura Enterprise Only
  • 31. © 2023 Neo4j, Inc. All rights reserved. Security Configuration UI (for self-service) What is it Putting the setup and configuration of SaaS centric security features into the hands of the customer, for the following services: In EAP: ● GCP Private Service Connect ● AWS PrivateLink ● Azure Private Link In development ● Single Sign-On (multiple IdP support) Aura Enterprise Only
  • 32. © 2023 Neo4j, Inc. All rights reserved. Customer Managed Keys (CMEK) What is it Aura encrypts all data at transit & rest by default. Customer Managed Encryption Keys (CMEK) builds another layer for security conscious Enterprises in the cloud, enabling customers to manage their own keys for encryption and decryption for disk and object storage Aura Enterprise Only EAP
  • 33. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 45 SSO
  • 34. © 2023 Neo4j, Inc. All rights reserved. What it is. Aura Enterprise supports Single Sign-On (SSO) at both the Console level and for accessing Workspace, Bloom and Browser clients directly at the Instance level. SSO is supported via the following OpenID Connect (OIDC) certified Identity Providers (IdPs): → Microsoft Azure Active Directory (AAD), Okta, Keycloak, Google Authentication. Console SSO Allows users to log in to the Aura Console using their company IdP credentials. Once authenticated, users will be granted access to all instances in the tenant and will not need to need to re-enter credentials when they move to UI Tools like Browser/Bloom/Workspace. Instance SSO Allows you to directly map groups of users (as defined in your IdP) to DBMS RBAC roles when launching Workspace, Bloom and Browser clients from an Aura instance. Why it’s important. Security conscious Enterprises using federated SSO policies want to be able to map their domain to Aura console and have their users access the console using their company SSO credentials. Enterprises with a Zero trust model require deeper SSO integration and the ability to invoke their own company’s MFA rules, using their chosen IdP. Single Sign On (SSO) Aura Enterprise Only
  • 35. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 48 What’s next for Aura?
  • 36. © 2023 Neo4j, Inc. All rights reserved. The information presented here is Neo4j, Inc. confidential and does not constitute, and should not be construed as, a promise or commitment by Neo4j to develop, market or deliver any particular product, feature or function. Neo4j reserves the right to change its product plans or roadmap at any time, without obligation to notify any person of such changes. The timing and content of Neo4j’s future product releases could differ materially from the expectations discussed herein. Safe Roadmap Harbor Disclaimer
  • 37. © 2023 Neo4j, Inc. All rights reserved. `` User Management SOC2 Type 2 Console level user management and roles functionality Type 2 level certified Aura API Provisioning API for programmatic Aura use Log Forwarding (EAP) Log forwarding to cloud platform native logging solutions Aura on Azure Full feature parity on Azure. Coverage across all 3 major cloud platforms CMEK (EAP) Security Config Self-Service Customer Managed Keys in EAP on GCP and AWS. Azure to follow by ‘23 end User driven configuration for: Private endpoints - GA Dec ‘23 SSO - Beta Dec ‘23 AuraDS Everywhere AuraDS available on all 3 major cloud platforms 2023 Enterprise Features Delivered
  • 38. © 2023 Neo4j, Inc. All rights reserved. 2023 Enterprise Features Delivered AI enabler GenAI GDS enhanced algorithms MLOps integration Knowledge Graphs + LLMs Ease of use Automated data modelling Enhanced developer toolkits Unified self-serve experience 1 3 2 Cloud first enterprise capabilities Large DB support Advanced use case handling Data Science on DB add-on
  • 39. © 2023 Neo4j, Inc. All rights reserved. Cloud First Enterprise Capabilities
  • 40. © 2023 Neo4j, Inc. All rights reserved. Neo4j Aura 2024 Key Investments • Enterprise scale ◦ 2TB+ stores ◦ Horizontal scaling • Advanced use cases ◦ Multi-DB ◦ Custom procedure support • Data science ◦ GDS sessions on DB ◦ AI algorithms
  • 41. © 2023 Neo4j, Inc. All rights reserved. Cloud Data Ecosystem Plugs Into Your Existing Ecosystem (some common examples)
  • 42. © 2023 Neo4j, Inc. All rights reserved. Self Service (Ease of Use)
  • 43. © 2023 Neo4j, Inc. All rights reserved. Self Service Tooling And Developer Experience Comprehensive set of tools for self-service ops manager data importer Visualize and explore your data Query editor and results visualizer Code-free data loader and modeler NeoDash (BI)
  • 44. © 2023 Neo4j, Inc. All rights reserved. Self Service Tooling And Developer Experience Comprehensive set of tools for self-service Self Service Enhancements 1. Data Import: Model & Load Your First Graph: Neo4j Importer 2. Bloom: Explore Graph Algorithms, Time Slicer, Cypher Actions, Search improvements 3. Browser/Query - Better favorites, history + visualization 4. Unified Developer Experience with Neo4j Workspace Roadmap (2024) 1. Simplified import from various relational and cloud systems 2. New Graph Visualization Library 3. Improved Cypher Development Support - VS Code Extension
  • 45. © 2023 Neo4j, Inc. All rights reserved. Simplified Data Import @ Scale Enable data ingestion in minutes from key sources Select from key sources (overtime 100s) and provide security credentials Schedule import job to run regular imports including incremental imports overtime. Automated model creation with ability to customize for user Figma Demo Source Model Schedule
  • 46. © 2023 Neo4j, Inc. All rights reserved. Self Service Tooling And Developer Experience Better client surface for Developers and Data Scientists Neo4j GraphQL Library ● Build low code API with GraphQL Library & Toolbox ● GraphQL support has enabled 1B queries in Aura Simplified Drivers API for Neo4j ● Simplified API Driver object - driver.executeQuery() - returns results directly into native formats ● Driver APIs automates various capabilities like Sessions, Transaction Functions, Bookmarks GDS Native Python client ● Wraps the Neo4j python driver (dataframe support) ● Run GDS algorithms just like you would any python function ● run_cypher lets you execute Cypher statements ● Pythonic features: support for graph and model objects
  • 47. © 2023 Neo4j, Inc. All rights reserved. AI Enabler Graph Data Science & Generative AI
  • 48. © 2023 Neo4j, Inc. All rights reserved. Graph Data Science Make Sense Of Data Relationships Machine Learning Pipeline Pl ay s Lives_in In_sport Likes F a n _ o f Plays_fo r K n o w s Knows Knows K n o w s Explore the hidden patterns and features in your data What’s important? What’s unusual? What’s next?
  • 49. © 2023 Neo4j, Inc. All rights reserved. Graph Data Science Make Sense Of Data Relationships Over 65 efficient, parallelized algorithms. Iterate fast with different data sets & models, version trained models. Bring the context of your connected data into a format that other pipelines can ingest. The Largest Catalog of Graph Algorithms Native Graph Catalog and Analytics Workspace Graph Vector Embeddings for Machine Learning
  • 50. © 2023 Neo4j, Inc. All rights reserved. Graph Data Science What’s New in Graph Data Science Library Topological Sort Algorithm Identify dependencies Longest Path Algorithm Identify critical paths Knowledge Graph Embeddings Discover missing relationships Key Use Cases: GenAI, Semantic Search Recommendations, Life Sciences Key Use Cases: Supply Chain and Network Routing Key Use Cases: Supply Chain, Inventory Management, Resource Allocation, and Build Management
  • 51. © 2023 Neo4j, Inc. All rights reserved. AI Enabler Graph Data Science & Generative AI
  • 52. © 2023 Neo4j, Inc. All rights reserved. Generative AI, LLMs and Knowledge Graphs Knowledge Facts Context Language Statistics Creativity KGs LLMs + BETTER TOGETHER Growing conviction that not only will the adoption of GenAI and LLMs grow substantially but also that we have an essential role to play
  • 53. © 2023 Neo4j, Inc. All rights reserved. Graph Data Science GenAI Product Strategy & Investments Co-Pilot in Browser for autocomplete & cypher generation Bloom & NeoDash NL Integration SQL to Cypher Migration Prompt Generator & Fine tune model from KG OpenAI + MS Azure OpenAI VertexAI AWS Bedrock Langchain LlamaIndex Vector Search & Storage Cypher: Real Time integration with Embedding APIs Cypher: Real Time integration with LLM Models Text2Cypher Custom Model Database for GenAI Integration Self Service
  • 54. © 2023 Neo4j, Inc. All rights reserved. Sign up here: https://console.neo4j.io/?product=aura-db Getting Started with Aura Free
  • 55. © 2023 Neo4j, Inc. All rights reserved. © 2023 Neo4j, Inc. All rights reserved. 70 Thank you! Questions? Continue with defining what a Neo4j graph is and how to use it