SlideShare a Scribd company logo
1 of 34
Download to read offline
© 2013 Denodo Technologies
6 Sessions Covering Key Data Integration Challenges
Solved with Data Virtualization
Session 5: Implementing Data Virtualization for DW and
MDM Extensions
Topics covered:
*Making BI agile
*Integrating Big Data
*Combining SOA and Data
Integration
*Enhancing and Extending MDM
and DW
*Creating a single view of your
customer
© 2013 Denodo Technologies
Today’s Speaker
■ Paul Moxon
Senior Director, Product Management
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
Traditional MDM
© 2013 Denodo Technologies
Data Environments…They Are A-Changin’
■ Disruptive technology
• Big data, Cloud, Mobile, Data brokers, …
■ Multiple data domains
■ Multiple disparate data sources
• Internal and external to organization
• Structured and unstructured data
■ How does the ‘golden record’ fit into this new world?
© 2013 Denodo Technologies
From Golden Record to Golden Profile
© 2013 Denodo Technologies
Data Virtualization Architecture
DataConsumers
Enterprise Applications, ESB Reporting, BI, Portals Mobile, Web, Users
DataVirtualization
Design Tools
Optimizer
Cache
Scheduler
Monitoring
Governance
Metadata
Security
Publish Real-time (Right-time) Data Services
Combine Transform, Improve Quality, Integrate
Connect Normalized Views of Disparate Data
Denodo Platform
Library of Wrappers Web Automation Any Data or Content Read and Write
DataSources
Databases &
Warehouses
Enterprise
Applications
Cloud / SaaS
Applications
XML, Excel,
Flat Files
Big Data,
NoSQL
Web 2.0
Soc. Media
PDF, Docs,
Index, Emails
More Structured Less Structured
Business Solutions
Access Information-
as-a-Service
Denodo Platform
Right Information
at the Right Time
Disparate Data
Any Source
Any Format
Multiple Protocols,
Formats
Linked Data Services
Query, Search, Browse
Request/Reply,
Event Driven
Secure
Delivery
© 2013 Denodo Technologies
MDM and Data Virtualization
■ Data Virtualization provides access to any data, any
format, anywhere
• Structured, unstructured, database, big data, web, file-
based, documents, emails, etc.
■ Provides point of control for managing MDM
• ‘Point of integration’ for master data
■ Provides views on data
• Lightweight ‘facets’ on to underlying data
• Contextual filter
© 2013 Denodo Technologies
MDM–Data Virtualization Patterns
© 2013 Denodo Technologies
MDM–Data Virtualization Patterns
© 2013 Denodo Technologies
MDM–Data Virtualization Patterns
© 2013 Denodo Technologies
MDM–Data Virtualization Patterns
© 2013 Denodo Technologies
MDM–Data Virtualization Patterns
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
Traditional Data Warehouse Solutions
Real Time
ODS
Subset
Data Marts
Common
Staging
Area
Oracle E-Business
Suite
JDA Supply Chain Salesforce CRM 3rd Party
Federated
Packaged JDA
Supply Chain
Data Marts
Reporting and
Analytical Applications
e-Commerce
Real Time
Data Mining
and Analytics
Real Time Segmentation, Classification,
Qualification, Offerings, etc.
Federated
Marketing
Data
Warehouse
Federated
Financial
Data
Warehouse
© 2013 Denodo Technologies
The ‘2-2-50’ Rule
■ Traditional data warehouse solutions (including ETL)
are costly and inflexible
■ Data warehouse projects have a high rate of failure
• Ovum’s ‘2-2-50’ rule
■ Business is moving too fast to wait for large data
warehouse projects to finish
■ We need a better solution…
© 2013 Denodo Technologies
EDW and Data Virtualization
■ Data virtualization provides low cost alternative to
physical data warehouse
• More agile approach
■ Data virtualization can extend and enhance existing
data warehouse systems
• Rapidly adding new data sources
• Enriching existing data assets
■ Data virtualization can enhance existing ETL
processes
• Incorporate unstructured data into a very structured
world
© 2013 Denodo Technologies
EDW–Data Virtualization Patterns
■ Multiple patterns exist
• Focus on most common patterns
■ Logical Data Warehouse
■ Extending your Data Warehouse
■ Enhancing your ETL Processes
© 2013 Denodo Technologies
Logical Data Warehouse
© 2013 Denodo Technologies
Extending Your Data Warehouse
© 2013 Denodo Technologies
Enhancing Your ETL Process
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
AAA Northern California, Nevada, & Utah (NCNU)
■ AAA-NCNU separated business into two separate
companies; Insurance and Auto Club
■ Separate intertwined data centers – incl. data
warehouses and databases – and applications
■ While keeping the business running!
“Changing the wheels at 70 mph”
© 2013 Denodo Technologies
AAA Northern California, Nevada, & Utah (NCNU)
© 2013 Denodo Technologies
Shared Data
Sources
DATA VIRTUALIZATION
SQL Server
DB
Insurance Exchange
Data Sources
AppsPDF, Docs,
Index, Emails
Auto Club
Data Sources
Oracle DB PDF, Docs,
Index, Emails
Data,
Application
Migration
Informatica ETL
Data Warehouse
Batch load
to EDW
JDBC/ODBC
Interface
Virtual Database
to ETL
Excel ReportsReporting Tool
Apps
AAA Northern California, Nevada, & Utah (NCNU)
© 2013 Denodo Technologies
Major Life Sciences Company – Physician MDM
■ Large Biotech company
• Global presence
■ Develops wide range of drugs
• Various cancers, non-Hodgkin lymphoma, arthritis, etc.
■ Needs master data (golden record) on physicians
suitable for clinical trials
■ Qualification data to validate physicians maintained on
external web sites
• Board certifications, Government exclusion lists, etc.
© 2013 Denodo Technologies
Major Life Sciences Company – Physician MDM
Field Data
Physician
Master Data
Clinical Trial
Data
Internal Sources External Web Sources
FDA
Debarment
List
FDA
Disqualified/Restricted
List
OIG
Exclusion
List
Excluded
Parties/GSA
List
Physician Golden Record
DATA VIRTUALIZATION
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
Summary
■ Data Virtualization provides low cost alternative to
traditional MDM and EDW
■ Existing MDM and EDW strategies need to
accommodate new data
• New data sources and data formats
■ Traditional MDM and EDW systems need to evolve –
or be extended…
■ Data Virtualization can extend and enhance existing
MDM and EDW solutions
© 2013 Denodo Technologies
Agenda
■ MDM and Data Virtualization
■ Data Warehouses and Data Virtualization
■ Customer Use Cases
■ Summary
■ Q&A and Next Steps
© 2013 Denodo Technologies
Data Virtualization & MDM/EDW – Questions?
© 2013 Denodo Technologies
Data Virtualization & MDM/EDW – Next Steps
Move forward at your own pace
 Solution Brief “Pragmatic MDM-Data Virtualization Enables Simple to Complex
MDM with Low Risk
http://www.denodo.com/en/resources/solution_briefs/master_data_management/index.php
 Case Study Webinar AAA of Northern CA, NV, and UT:
http://www.denodo.com/en/resources/webcasts/aaa_webinar/index.php
 Attend Packed Lunch Webinar Sessions – Covering Data Virtualization for…
 Making BI Agile
 Integrating Big Data
 Combining SOA and Data Integration
 Enhancing and Extending MDM and DW
 Creating a Single View of Your Customer
Move forward with one of our Data Virtualization experts
 Phone: (+1) 877-556-2531 (NA) | Email: info@denodo.com
 Phone: (+44) (0)20 7869 8053 (EMEA)
 www.denodo.com
© 2013 Denodo Technologies
Next Session:
Topics covered:
*Making BI agile
*Integrating Big Data
*Combining SOA and Data
Integration
*Enhancing and Extending MDM
and DW
*Creating a single view of your
customer
Thank You!
Data Virtualization for Single Entity/Customer View

More Related Content

What's hot

Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data GovernanceJohn Bao Vuu
 
Data Architecture for Data Governance
Data Architecture for Data GovernanceData Architecture for Data Governance
Data Architecture for Data GovernanceDATAVERSITY
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceDATAVERSITY
 
Enterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureEnterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureDATAVERSITY
 
Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsBoris Otto
 
Data Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsData Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsDATAVERSITY
 
Building the Data Lake with Azure Data Factory and Data Lake Analytics
Building the Data Lake with Azure Data Factory and Data Lake AnalyticsBuilding the Data Lake with Azure Data Factory and Data Lake Analytics
Building the Data Lake with Azure Data Factory and Data Lake AnalyticsKhalid Salama
 
Data Governance Takes a Village (So Why is Everyone Hiding?)
Data Governance Takes a Village (So Why is Everyone Hiding?)Data Governance Takes a Village (So Why is Everyone Hiding?)
Data Governance Takes a Village (So Why is Everyone Hiding?)DATAVERSITY
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmapvictorlbrown
 
Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Alan McSweeney
 
DAS Slides: Data Governance - Combining Data Management with Organizational ...
DAS Slides: Data Governance -  Combining Data Management with Organizational ...DAS Slides: Data Governance -  Combining Data Management with Organizational ...
DAS Slides: Data Governance - Combining Data Management with Organizational ...DATAVERSITY
 
Data Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced AnalyticsData Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced AnalyticsDATAVERSITY
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...DATAVERSITY
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...Christopher Bradley
 
Lessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDMLessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDMDATAVERSITY
 
Data Privacy in the DMBOK - No Need to Reinvent the Wheel
Data Privacy in the DMBOK - No Need to Reinvent the WheelData Privacy in the DMBOK - No Need to Reinvent the Wheel
Data Privacy in the DMBOK - No Need to Reinvent the WheelDATAVERSITY
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM MaturityPanaEk Warawit
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceDATAVERSITY
 
Business Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachBusiness Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
 

What's hot (20)

Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data Governance
 
Data Architecture for Data Governance
Data Architecture for Data GovernanceData Architecture for Data Governance
Data Architecture for Data Governance
 
Data Mesh
Data MeshData Mesh
Data Mesh
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and Governance
 
Enterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureEnterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data Architecture
 
Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management Systems
 
Data Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and RoadmapsData Governance Best Practices, Assessments, and Roadmaps
Data Governance Best Practices, Assessments, and Roadmaps
 
Building the Data Lake with Azure Data Factory and Data Lake Analytics
Building the Data Lake with Azure Data Factory and Data Lake AnalyticsBuilding the Data Lake with Azure Data Factory and Data Lake Analytics
Building the Data Lake with Azure Data Factory and Data Lake Analytics
 
Data Governance Takes a Village (So Why is Everyone Hiding?)
Data Governance Takes a Village (So Why is Everyone Hiding?)Data Governance Takes a Village (So Why is Everyone Hiding?)
Data Governance Takes a Village (So Why is Everyone Hiding?)
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 
Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...
 
DAS Slides: Data Governance - Combining Data Management with Organizational ...
DAS Slides: Data Governance -  Combining Data Management with Organizational ...DAS Slides: Data Governance -  Combining Data Management with Organizational ...
DAS Slides: Data Governance - Combining Data Management with Organizational ...
 
Data Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced AnalyticsData Architecture Best Practices for Advanced Analytics
Data Architecture Best Practices for Advanced Analytics
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...
 
Lessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDMLessons in Data Modeling: Data Modeling & MDM
Lessons in Data Modeling: Data Modeling & MDM
 
Data Privacy in the DMBOK - No Need to Reinvent the Wheel
Data Privacy in the DMBOK - No Need to Reinvent the WheelData Privacy in the DMBOK - No Need to Reinvent the Wheel
Data Privacy in the DMBOK - No Need to Reinvent the Wheel
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM Maturity
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and Governance
 
Business Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected ApproachBusiness Intelligence & Data Analytics– An Architected Approach
Business Intelligence & Data Analytics– An Architected Approach
 

Viewers also liked

Getting Started with Data Virtualization – What problems DV solves
Getting Started with Data Virtualization – What problems DV solvesGetting Started with Data Virtualization – What problems DV solves
Getting Started with Data Virtualization – What problems DV solvesDenodo
 
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)Denodo
 
Logical Data Warehouse and Data Lakes
Logical Data Warehouse and Data Lakes Logical Data Warehouse and Data Lakes
Logical Data Warehouse and Data Lakes Denodo
 
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...Denodo
 
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1Karthick Ramalingam
 
AccentureOperationalExcellenceForOil&GasCalgary_Final
AccentureOperationalExcellenceForOil&GasCalgary_FinalAccentureOperationalExcellenceForOil&GasCalgary_Final
AccentureOperationalExcellenceForOil&GasCalgary_FinalWilliam Hendrickson
 
Hadoop as an Analytic Platform: Why Not?
Hadoop as an Analytic Platform: Why Not?Hadoop as an Analytic Platform: Why Not?
Hadoop as an Analytic Platform: Why Not?Inside Analysis
 
BiTWiSE Proposal
BiTWiSE ProposalBiTWiSE Proposal
BiTWiSE ProposalBiTWiSE
 
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...Denodo
 
Accelerating Fast Data Strategy with Data Virtualization
Accelerating Fast Data Strategy with Data VirtualizationAccelerating Fast Data Strategy with Data Virtualization
Accelerating Fast Data Strategy with Data VirtualizationDenodo
 
Ten Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationTen Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationDenodo
 
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...Analyst View of Data Virtualization: Conversations with Boulder Business Inte...
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...Denodo
 
Denodo DataFest 2016: Centralizing Data Security with Data Virtualization
Denodo DataFest 2016: Centralizing Data Security with Data VirtualizationDenodo DataFest 2016: Centralizing Data Security with Data Virtualization
Denodo DataFest 2016: Centralizing Data Security with Data VirtualizationDenodo
 
BICS empowers predictive analytics and customer centricity with a Hadoop base...
BICS empowers predictive analytics and customer centricity with a Hadoop base...BICS empowers predictive analytics and customer centricity with a Hadoop base...
BICS empowers predictive analytics and customer centricity with a Hadoop base...DataWorks Summit
 
Business intelligence architecture
Business intelligence architectureBusiness intelligence architecture
Business intelligence architectureSlava Kokaev
 
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and Roadmap
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and RoadmapDenodo DataFest 2016: What’s New in Denodo Platform – Demo and Roadmap
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and RoadmapDenodo
 
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...Denodo
 
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...Denodo
 
Hadoop + Cassandra: Fast queries on data lakes, and wikipedia search tutorial.
Hadoop + Cassandra: Fast queries on data lakes, and  wikipedia search tutorial.Hadoop + Cassandra: Fast queries on data lakes, and  wikipedia search tutorial.
Hadoop + Cassandra: Fast queries on data lakes, and wikipedia search tutorial.Natalino Busa
 

Viewers also liked (20)

Getting Started with Data Virtualization – What problems DV solves
Getting Started with Data Virtualization – What problems DV solvesGetting Started with Data Virtualization – What problems DV solves
Getting Started with Data Virtualization – What problems DV solves
 
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)
Introduction to Data Virtualization (session 1 from Packed Lunch Webinar Series)
 
Logical Data Warehouse and Data Lakes
Logical Data Warehouse and Data Lakes Logical Data Warehouse and Data Lakes
Logical Data Warehouse and Data Lakes
 
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...
Denodo Data Virtualization Platform: Overview (session 1 from Architect to Ar...
 
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1
RTM 2014 HYDROCARBON VALUE CHAIN OPTI Rev 1
 
AccentureOperationalExcellenceForOil&GasCalgary_Final
AccentureOperationalExcellenceForOil&GasCalgary_FinalAccentureOperationalExcellenceForOil&GasCalgary_Final
AccentureOperationalExcellenceForOil&GasCalgary_Final
 
Hadoop as an Analytic Platform: Why Not?
Hadoop as an Analytic Platform: Why Not?Hadoop as an Analytic Platform: Why Not?
Hadoop as an Analytic Platform: Why Not?
 
FillmoreChrisResumenew
FillmoreChrisResumenewFillmoreChrisResumenew
FillmoreChrisResumenew
 
BiTWiSE Proposal
BiTWiSE ProposalBiTWiSE Proposal
BiTWiSE Proposal
 
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...
Denodo Data Virtualization Platform: Scalability (session 3 from Architect to...
 
Accelerating Fast Data Strategy with Data Virtualization
Accelerating Fast Data Strategy with Data VirtualizationAccelerating Fast Data Strategy with Data Virtualization
Accelerating Fast Data Strategy with Data Virtualization
 
Ten Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationTen Pillars of World Class Data Virtualization
Ten Pillars of World Class Data Virtualization
 
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...Analyst View of Data Virtualization: Conversations with Boulder Business Inte...
Analyst View of Data Virtualization: Conversations with Boulder Business Inte...
 
Denodo DataFest 2016: Centralizing Data Security with Data Virtualization
Denodo DataFest 2016: Centralizing Data Security with Data VirtualizationDenodo DataFest 2016: Centralizing Data Security with Data Virtualization
Denodo DataFest 2016: Centralizing Data Security with Data Virtualization
 
BICS empowers predictive analytics and customer centricity with a Hadoop base...
BICS empowers predictive analytics and customer centricity with a Hadoop base...BICS empowers predictive analytics and customer centricity with a Hadoop base...
BICS empowers predictive analytics and customer centricity with a Hadoop base...
 
Business intelligence architecture
Business intelligence architectureBusiness intelligence architecture
Business intelligence architecture
 
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and Roadmap
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and RoadmapDenodo DataFest 2016: What’s New in Denodo Platform – Demo and Roadmap
Denodo DataFest 2016: What’s New in Denodo Platform – Demo and Roadmap
 
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...
Denodo Data Virtualization Platform: Security (session 5 from Architect to Ar...
 
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...
Denodo Data Virtualization Platform architecture: Data Discovery and Data Gov...
 
Hadoop + Cassandra: Fast queries on data lakes, and wikipedia search tutorial.
Hadoop + Cassandra: Fast queries on data lakes, and  wikipedia search tutorial.Hadoop + Cassandra: Fast queries on data lakes, and  wikipedia search tutorial.
Hadoop + Cassandra: Fast queries on data lakes, and wikipedia search tutorial.
 

Similar to Implementing Data Virtualization for Data Warehouses and Master Data Management extensions (session 5 from Packed Lunch Webinar Series)

Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)
Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)
Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)Denodo
 
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)Denodo
 
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)Denodo
 
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...Denodo
 
Govern and Protect Your End User Information
Govern and Protect Your End User InformationGovern and Protect Your End User Information
Govern and Protect Your End User InformationDenodo
 
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationKASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationDenodo
 
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)Denodo
 
Data Science Operationalization: The Journey of Enterprise AI
Data Science Operationalization: The Journey of Enterprise AIData Science Operationalization: The Journey of Enterprise AI
Data Science Operationalization: The Journey of Enterprise AIDenodo
 
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingAnalyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingDenodo
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Denodo
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Denodo
 
Organising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldOrganising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldDataWorks Summit/Hadoop Summit
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...Denodo
 
Modernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationModernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationDenodo
 
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...Denodo
 
Key Considerations While Rolling Out Denodo Platform
Key Considerations While Rolling Out Denodo PlatformKey Considerations While Rolling Out Denodo Platform
Key Considerations While Rolling Out Denodo PlatformDenodo
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerDenodo
 
Edr mds a less is more approach to MDM
Edr mds a less is more approach to MDMEdr mds a less is more approach to MDM
Edr mds a less is more approach to MDMThor Henning Hetland
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Denodo
 
Data Virtualization: From Zero to Hero
Data Virtualization: From Zero to HeroData Virtualization: From Zero to Hero
Data Virtualization: From Zero to HeroDenodo
 

Similar to Implementing Data Virtualization for Data Warehouses and Master Data Management extensions (session 5 from Packed Lunch Webinar Series) (20)

Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)
Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)
Big Data with Data Virtualization (session 3 from Packed Lunch Webinar Series)
 
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)
SOA with Data Virtualization (session 4 from Packed Lunch Webinar Series)
 
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)
Agile BI with Data Virtualization (session 2 from Packed Lunch Webinar Series)
 
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...
Innovative Data Strategies for Advanced Analytics Solutions and the Role of D...
 
Govern and Protect Your End User Information
Govern and Protect Your End User InformationGovern and Protect Your End User Information
Govern and Protect Your End User Information
 
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationKASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
 
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)
Cloud Migration headache? Ease the pain with Data Virtualization! (EMEA)
 
Data Science Operationalization: The Journey of Enterprise AI
Data Science Operationalization: The Journey of Enterprise AIData Science Operationalization: The Journey of Enterprise AI
Data Science Operationalization: The Journey of Enterprise AI
 
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingAnalyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
 
Organising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldOrganising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data World
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
 
Modernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationModernizing Integration with Data Virtualization
Modernizing Integration with Data Virtualization
 
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...
Self Service Analytics and a Modern Data Architecture with Data Virtualizatio...
 
Key Considerations While Rolling Out Denodo Platform
Key Considerations While Rolling Out Denodo PlatformKey Considerations While Rolling Out Denodo Platform
Key Considerations While Rolling Out Denodo Platform
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services Layer
 
Edr mds a less is more approach to MDM
Edr mds a less is more approach to MDMEdr mds a less is more approach to MDM
Edr mds a less is more approach to MDM
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.
 
Data Virtualization: From Zero to Hero
Data Virtualization: From Zero to HeroData Virtualization: From Zero to Hero
Data Virtualization: From Zero to Hero
 

More from Denodo

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoDenodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachDenodo
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerDenodo
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?Denodo
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeDenodo
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Denodo
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDenodo
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхDenodo
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationDenodo
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Denodo
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardDenodo
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Denodo
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Denodo
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?Denodo
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsDenodo
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityDenodo
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesDenodo
 

More from Denodo (20)

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in Denodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services Layer
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business Landscape
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory Compliance
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данных
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me Anything
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usability
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidades
 

Recently uploaded

Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
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
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationBoston Institute of Analytics
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
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
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingNeil Barnes
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...dajasot375
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubaihf8803863
 

Recently uploaded (20)

E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
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
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project Presentation
 
Decoding Loan Approval: Predictive Modeling in Action
Decoding Loan Approval: Predictive Modeling in ActionDecoding Loan Approval: Predictive Modeling in Action
Decoding Loan Approval: Predictive Modeling in Action
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.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
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data Storytelling
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls DubaiDubai Call Girls Wifey O52&786472 Call Girls Dubai
Dubai Call Girls Wifey O52&786472 Call Girls Dubai
 

Implementing Data Virtualization for Data Warehouses and Master Data Management extensions (session 5 from Packed Lunch Webinar Series)

  • 1. © 2013 Denodo Technologies 6 Sessions Covering Key Data Integration Challenges Solved with Data Virtualization Session 5: Implementing Data Virtualization for DW and MDM Extensions Topics covered: *Making BI agile *Integrating Big Data *Combining SOA and Data Integration *Enhancing and Extending MDM and DW *Creating a single view of your customer
  • 2. © 2013 Denodo Technologies Today’s Speaker ■ Paul Moxon Senior Director, Product Management
  • 3. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 4. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 5. © 2013 Denodo Technologies Traditional MDM
  • 6. © 2013 Denodo Technologies Data Environments…They Are A-Changin’ ■ Disruptive technology • Big data, Cloud, Mobile, Data brokers, … ■ Multiple data domains ■ Multiple disparate data sources • Internal and external to organization • Structured and unstructured data ■ How does the ‘golden record’ fit into this new world?
  • 7. © 2013 Denodo Technologies From Golden Record to Golden Profile
  • 8. © 2013 Denodo Technologies Data Virtualization Architecture DataConsumers Enterprise Applications, ESB Reporting, BI, Portals Mobile, Web, Users DataVirtualization Design Tools Optimizer Cache Scheduler Monitoring Governance Metadata Security Publish Real-time (Right-time) Data Services Combine Transform, Improve Quality, Integrate Connect Normalized Views of Disparate Data Denodo Platform Library of Wrappers Web Automation Any Data or Content Read and Write DataSources Databases & Warehouses Enterprise Applications Cloud / SaaS Applications XML, Excel, Flat Files Big Data, NoSQL Web 2.0 Soc. Media PDF, Docs, Index, Emails More Structured Less Structured Business Solutions Access Information- as-a-Service Denodo Platform Right Information at the Right Time Disparate Data Any Source Any Format Multiple Protocols, Formats Linked Data Services Query, Search, Browse Request/Reply, Event Driven Secure Delivery
  • 9. © 2013 Denodo Technologies MDM and Data Virtualization ■ Data Virtualization provides access to any data, any format, anywhere • Structured, unstructured, database, big data, web, file- based, documents, emails, etc. ■ Provides point of control for managing MDM • ‘Point of integration’ for master data ■ Provides views on data • Lightweight ‘facets’ on to underlying data • Contextual filter
  • 10. © 2013 Denodo Technologies MDM–Data Virtualization Patterns
  • 11. © 2013 Denodo Technologies MDM–Data Virtualization Patterns
  • 12. © 2013 Denodo Technologies MDM–Data Virtualization Patterns
  • 13. © 2013 Denodo Technologies MDM–Data Virtualization Patterns
  • 14. © 2013 Denodo Technologies MDM–Data Virtualization Patterns
  • 15. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 16. © 2013 Denodo Technologies Traditional Data Warehouse Solutions Real Time ODS Subset Data Marts Common Staging Area Oracle E-Business Suite JDA Supply Chain Salesforce CRM 3rd Party Federated Packaged JDA Supply Chain Data Marts Reporting and Analytical Applications e-Commerce Real Time Data Mining and Analytics Real Time Segmentation, Classification, Qualification, Offerings, etc. Federated Marketing Data Warehouse Federated Financial Data Warehouse
  • 17. © 2013 Denodo Technologies The ‘2-2-50’ Rule ■ Traditional data warehouse solutions (including ETL) are costly and inflexible ■ Data warehouse projects have a high rate of failure • Ovum’s ‘2-2-50’ rule ■ Business is moving too fast to wait for large data warehouse projects to finish ■ We need a better solution…
  • 18. © 2013 Denodo Technologies EDW and Data Virtualization ■ Data virtualization provides low cost alternative to physical data warehouse • More agile approach ■ Data virtualization can extend and enhance existing data warehouse systems • Rapidly adding new data sources • Enriching existing data assets ■ Data virtualization can enhance existing ETL processes • Incorporate unstructured data into a very structured world
  • 19. © 2013 Denodo Technologies EDW–Data Virtualization Patterns ■ Multiple patterns exist • Focus on most common patterns ■ Logical Data Warehouse ■ Extending your Data Warehouse ■ Enhancing your ETL Processes
  • 20. © 2013 Denodo Technologies Logical Data Warehouse
  • 21. © 2013 Denodo Technologies Extending Your Data Warehouse
  • 22. © 2013 Denodo Technologies Enhancing Your ETL Process
  • 23. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 24. © 2013 Denodo Technologies AAA Northern California, Nevada, & Utah (NCNU) ■ AAA-NCNU separated business into two separate companies; Insurance and Auto Club ■ Separate intertwined data centers – incl. data warehouses and databases – and applications ■ While keeping the business running! “Changing the wheels at 70 mph”
  • 25. © 2013 Denodo Technologies AAA Northern California, Nevada, & Utah (NCNU)
  • 26. © 2013 Denodo Technologies Shared Data Sources DATA VIRTUALIZATION SQL Server DB Insurance Exchange Data Sources AppsPDF, Docs, Index, Emails Auto Club Data Sources Oracle DB PDF, Docs, Index, Emails Data, Application Migration Informatica ETL Data Warehouse Batch load to EDW JDBC/ODBC Interface Virtual Database to ETL Excel ReportsReporting Tool Apps AAA Northern California, Nevada, & Utah (NCNU)
  • 27. © 2013 Denodo Technologies Major Life Sciences Company – Physician MDM ■ Large Biotech company • Global presence ■ Develops wide range of drugs • Various cancers, non-Hodgkin lymphoma, arthritis, etc. ■ Needs master data (golden record) on physicians suitable for clinical trials ■ Qualification data to validate physicians maintained on external web sites • Board certifications, Government exclusion lists, etc.
  • 28. © 2013 Denodo Technologies Major Life Sciences Company – Physician MDM Field Data Physician Master Data Clinical Trial Data Internal Sources External Web Sources FDA Debarment List FDA Disqualified/Restricted List OIG Exclusion List Excluded Parties/GSA List Physician Golden Record DATA VIRTUALIZATION
  • 29. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 30. © 2013 Denodo Technologies Summary ■ Data Virtualization provides low cost alternative to traditional MDM and EDW ■ Existing MDM and EDW strategies need to accommodate new data • New data sources and data formats ■ Traditional MDM and EDW systems need to evolve – or be extended… ■ Data Virtualization can extend and enhance existing MDM and EDW solutions
  • 31. © 2013 Denodo Technologies Agenda ■ MDM and Data Virtualization ■ Data Warehouses and Data Virtualization ■ Customer Use Cases ■ Summary ■ Q&A and Next Steps
  • 32. © 2013 Denodo Technologies Data Virtualization & MDM/EDW – Questions?
  • 33. © 2013 Denodo Technologies Data Virtualization & MDM/EDW – Next Steps Move forward at your own pace  Solution Brief “Pragmatic MDM-Data Virtualization Enables Simple to Complex MDM with Low Risk http://www.denodo.com/en/resources/solution_briefs/master_data_management/index.php  Case Study Webinar AAA of Northern CA, NV, and UT: http://www.denodo.com/en/resources/webcasts/aaa_webinar/index.php  Attend Packed Lunch Webinar Sessions – Covering Data Virtualization for…  Making BI Agile  Integrating Big Data  Combining SOA and Data Integration  Enhancing and Extending MDM and DW  Creating a Single View of Your Customer Move forward with one of our Data Virtualization experts  Phone: (+1) 877-556-2531 (NA) | Email: info@denodo.com  Phone: (+44) (0)20 7869 8053 (EMEA)  www.denodo.com
  • 34. © 2013 Denodo Technologies Next Session: Topics covered: *Making BI agile *Integrating Big Data *Combining SOA and Data Integration *Enhancing and Extending MDM and DW *Creating a single view of your customer Thank You! Data Virtualization for Single Entity/Customer View