Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a...
Transcript of Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a...
![Page 1: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/1.jpg)
1
[Roadmap Session]Introducing Oracle Graph Cloud: Automating Graph Analysis
Korbi Schmid
Jayant Sharma
Oracle Graph Technologies Team
![Page 2: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/2.jpg)
The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, timing, and pricing of any features or functionality described for Oracle’s products may change and remains at the sole discretion of Oracle Corporation.
Statements in this presentation relating to Oracle’s future plans, expectations, beliefs, intentions and prospects are “forward-looking statements” and are subject to material risks and uncertainties. A detailed discussion of these factors and other risks that affect our business is contained in Oracle’s Securities and Exchange Commission (SEC) filings, including our most recent reports on Form 10-K and Form 10-Q under the heading “Risk Factors.” These filings are available on the SEC’s website or on Oracle’s website at http://www.oracle.com/investor. All information in this presentation is current as of September 2019 and Oracle undertakes no duty to update any statement in light of new information or future events.
Safe Harbor
Copyright © 2019 Oracle and/or its affiliates.
![Page 3: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/3.jpg)
Abstract
• Oracle Graph Cloud is a planned, future service that offers low-code, highly automated services for data scientists and developers to simplify the creation and management of graphs and allow for powerful graph analysis of database, data warehouse, and data lake content. This session previews these features.
Oracle’s Safe Harbor provisions apply to all the contents of this presentation.
![Page 4: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/4.jpg)
Graph Data Model
• What is a graph?• A set of nodes and links in between them
• A graph is simply linked data
• Why do we care?• Graphs are everywhere
• Social networks (Facebook, Twitter, Baidu, …)
• Cyber networks, power grids, protein interaction graphs
• Knowledge graphs (IBM Watson, Apple Siri, Google knowledge graph)
• Graphs are intuitive and flexible• Easy to navigate, easy to form a path, natural to visualize
• Do not require predefined schema
E
A D
C B
F
![Page 5: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/5.jpg)
Graph Analysis for Business InsightFraud Detection
Find parties in insurance data who are on both sides of multiple claims, who live near each other
Influencer IdentificationIdentify most influential persons in a social network
Cluster DetectionDefine groups of entities that share similar attributes, document classification
Impact AnalysisDetermine the effect of an outage across an electrical grid
RecommendationsSuggest relevant products based on customer purchase history
![Page 6: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/6.jpg)
Graph Cloud Service | Planned
“One-click” deployment: no installation, zero configurationAutomated failure detection and recovery
Automated graph modelerEasily convert your relational data into property graphs
Pre-built algorithms, flows and interactive queriesJava
PGQL
Rest APIs
Rich User InterfaceLow code / zero code features
Notebook support and powerful data visualization features
Fully managed
![Page 7: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/7.jpg)
50+ pre-built parallel graph analysis functions for ranking, centrality, path-finding, community detection, and more
Interactive graph visualization
REST APIs, support for Java and Python
Templates and workflows for common use cases such as influencer identification, circular payments, and churn analysis
Automated graph modeling, creation, and loading
PGQL (SQL-like declarative graph query language)
Node and edge level security policies
Graph filtering and traversals (e.g. breadth first search) on very large graphs
CRUD operations on graphs
Graph analytics services Graph database services(storage platform agnostic) (with Autonomous Database)
![Page 8: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/8.jpg)
Automated graph modeling
Input: Tabular Data Output: Property Graph
EMP
DPT
EMP_DPT
Graph Modeler
E1
E3
D1D2
E2
Automatically create Graph Model(Foreign key constraint heuristics)
Modify Graph Model
![Page 9: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/9.jpg)
Interactive graph viz and analysis
![Page 10: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/10.jpg)
Sample graph cloud workflow
Provision instanceModel and load graph Analyze, visualize, share results
![Page 11: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/11.jpg)
Provision an instance
![Page 12: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/12.jpg)
Connect to data source, create graph
![Page 13: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/13.jpg)
Analyze and visualize
![Page 14: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/14.jpg)
Demo
![Page 15: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/15.jpg)
Oracle’s Mission Statement
Our mission is to help peoplesee data in new ways, discover insights,unlock endless possibilities
![Page 16: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/16.jpg)
Abstract
• Oracle Graph Cloud is a planned, future service that offers low-code, highly automated services for data scientists and developers to simplify the creation and management of graphs and allow for powerful graph analysis of database, data warehouse, and data lake content. This session previews these features.
Oracle’s Safe Harbor provisions apply to all the contents of this presentation.
![Page 17: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/17.jpg)
The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, timing, and pricing of any features or functionality described for Oracle’s products may change and remains at the sole discretion of Oracle Corporation.
Statements in this presentation relating to Oracle’s future plans, expectations, beliefs, intentions and prospects are “forward-looking statements” and are subject to material risks and uncertainties. A detailed discussion of these factors and other risks that affect our business is contained in Oracle’s Securities and Exchange Commission (SEC) filings, including our most recent reports on Form 10-K and Form 10-Q under the heading “Risk Factors.” These filings are available on the SEC’s website or on Oracle’s website at http://www.oracle.com/investor. All information in this presentation is current as of September 2019 and Oracle undertakes no duty to update any statement in light of new information or future events.
Safe Harbor
Copyright © 2019 Oracle and/or its affiliates.
![Page 18: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/18.jpg)
The Spatial & Graph SIG User CommunityNow part of BIWA User Group
We are a vibrant community of customers and partners that connects and exchanges knowledge online, and
at conferences and events.
Meet us at OpenWorld! Monday-WednesdayMoscone West, Level 3, User Group area
at the BIWA/Analytics Community table
Join us online tinyurl.com/oraclespatialcommunity
@oraspatialsig
![Page 19: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/19.jpg)
Copyright © 2019 Oracle and/or its affiliates.
analyticsanddatasummit.orgSeeking customer use cases and technology sessions
Dedicated Spatial & Graph track with 20+ sessions
![Page 20: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/20.jpg)
20 20
Graph at OOW and Code One 2019 View this list at bit.ly/SpatialGraphOOW19
SessionsDate/Time Title Location
Wednesday, Sept. 18
10:00 a.m. – 10:45 a.m. Graph Databases and Analytics: How To Use Them [TRN4755] Moscone South - Room 152C
10:00 a.m. – 10:45 a.m.Setting Up Modern Anti-Money-Laundering Solutions to Service Wholesale [CON6223]
Moscone West - Room 3004
11:15 a.m. - 12:00 p.m. Demystifying Graph Analytics for the Nonexpert [CON5503] Moscone South - Room 156B
1:30 p.m. - 2:15 p.m.Traversing and Querying Graphs with PGQL and Gremlin with Oracle Spatial and Graph [DEV4084]
Moscone South - Room 202
Wednesday, Sept. 18
1:30 pm - 2:20 pm Graph Database and Analysis Lounge C, Code One Groundbreakers Hub, Moscone South level 12:30 pm - 3:20 pm Graph Cloud Service: Automating Graph Analysis
Meet the Experts At the Code One Groundbreakers Hub, Moscone South Level 1
![Page 21: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/21.jpg)
Spatial and Graph at OOW and Code One 2019 View list at bit.ly/SpatialGraphOOW19
Date/Time Title Location
Monday 10:00 am – 4:00 pm
Tuesday 10:30 am – 5:30 pm
Wednesday 10:00 am– 4:30 pm
Spatial and Graph: Database, Analytics and Cloud
Moscone South Exhibit Hall (‘The Exchange’)
• Oracle Demogrounds > Data Management area > Kiosk # ODB-017
Demos
Spatial & Graph Demos
![Page 22: Introducting Oracle Graph Cloud: Automating Graph Analysis · Abstract • Oracle Graph Cloud is a planned, future service that offers low- code, highly automated services for data](https://reader033.fdocuments.in/reader033/viewer/2022050716/5e43ee24f6602052c904bae0/html5/thumbnails/22.jpg)
Resources - Get Started
• Oracle Spatial and Graph product pagesoracle.com/technetwork/database/options/spatialandgraph
• YouTube channel youtube.com/c/OracleSpatialandGraph
• Blog – examples, tips & tricks blogs.oracle.com/oraclespatial | blogs.oracle.com/bigdataspatialgraph
• @SpatialHannes Oracle Spatial and Graph Group
22