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Transforming Data Management
for the Cloud
Building a Data Fabric: Lessons from
the Field
Pablo Alvarez
Global Director Product Management
Denodo
3
What is a Data Fabric
4
What is a Data Fabric
Gartner: What Is Data Fabric Design? (ID G00748508)
By Analysts Robert Thanaraj, Mark Beyer, Ehtisham Zaidi
5
Why? What Problems it Tries to Address?
6
Data landscape is complex
• Organizations are distributed
• Use best tool for each task
• Technology evolution
Avg. of 400 sources used for analytics
in big organizations
Source: IDG, 2021
DATA
SOURCE
DATA
CONSUMER
Data
Governance
Tools
DB, DW &
Data Lakes
Files
BI Dashboard
Report and Tools
Data Science &
Machine Learning
Apps
Mobile &
Enterprise Apps
Microservices
Apps
Cloud DB
& SaaS
Streaming
Data & IoT
Cube
7
Underutilization of Data and Analytics
Source: Denodo Global Cloud Survey 2022
62% 72%
Source: Improving the State of Analytics in Organizations (ventanaresearch.com)
8
Lack of Agility in Data Initiatives
9
Governance and Security are Challenging
10
How to Build a Data Fabric
11
What’s Denodo’s recipe?
Embrace a distributed data landscape
• Embrace the fact that data resides in multiple locations or
systems – on-prem, hybrid, multi-cloud
• Different data systems serve different data needs
• All data needs to be managed with consistency
Use a logical approach to manage it
• Consumers access data through a centralized semantic model,
decoupled from data location and physical schemas
• Can enforce security and governance requirements
• Agile, flexible data integration methods
12
A Mora Tactical Approach
https://www.denodo.com/en/document/whitepaper/logical-data-fabric-whitepaper
Building a Data Fabric: Lessons
from the Field
Global Director of Product
Management, Denodo
Pablo Alvarez
CTO, IQZ Systems
Satish TK
Senior Vice President of
Architecture and Enterprise Data,
Primerica Insurance
James Barnes
Thank you!

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Building a Data Fabric: Lessons Learned from the Field

  • 2. Building a Data Fabric: Lessons from the Field Pablo Alvarez Global Director Product Management Denodo
  • 3. 3 What is a Data Fabric
  • 4. 4 What is a Data Fabric Gartner: What Is Data Fabric Design? (ID G00748508) By Analysts Robert Thanaraj, Mark Beyer, Ehtisham Zaidi
  • 5. 5 Why? What Problems it Tries to Address?
  • 6. 6 Data landscape is complex • Organizations are distributed • Use best tool for each task • Technology evolution Avg. of 400 sources used for analytics in big organizations Source: IDG, 2021 DATA SOURCE DATA CONSUMER Data Governance Tools DB, DW & Data Lakes Files BI Dashboard Report and Tools Data Science & Machine Learning Apps Mobile & Enterprise Apps Microservices Apps Cloud DB & SaaS Streaming Data & IoT Cube
  • 7. 7 Underutilization of Data and Analytics Source: Denodo Global Cloud Survey 2022 62% 72% Source: Improving the State of Analytics in Organizations (ventanaresearch.com)
  • 8. 8 Lack of Agility in Data Initiatives
  • 9. 9 Governance and Security are Challenging
  • 10. 10 How to Build a Data Fabric
  • 11. 11 What’s Denodo’s recipe? Embrace a distributed data landscape • Embrace the fact that data resides in multiple locations or systems – on-prem, hybrid, multi-cloud • Different data systems serve different data needs • All data needs to be managed with consistency Use a logical approach to manage it • Consumers access data through a centralized semantic model, decoupled from data location and physical schemas • Can enforce security and governance requirements • Agile, flexible data integration methods
  • 12. 12 A Mora Tactical Approach https://www.denodo.com/en/document/whitepaper/logical-data-fabric-whitepaper
  • 13. Building a Data Fabric: Lessons from the Field Global Director of Product Management, Denodo Pablo Alvarez CTO, IQZ Systems Satish TK Senior Vice President of Architecture and Enterprise Data, Primerica Insurance James Barnes