The document discusses the shift towards data virtualization, emphasizing the need for faster integration and real-time analytics to support digital transformation. It highlights the challenges of managing increasingly dispersed data across various platforms, advocating for a centralized access model through data virtualization. The author, Alexey Sidorov, presents this as a solution to mitigate the complexities of traditional data management approaches.

1. Data Virtualization
From Zero to Hero
Alexey Sidorov PhD
Data Management Director, Chief Evangelist

2. 2
Albert Einstein
We cannot solve our
problems with the same
thinking we used when
we created them

3. 3
Data Virtualization

4. Move All Your Data into a Single …
Data Warehouse Data Lake Cloud

5. 5
Reporting
Analytics
Data
Sources
Copy
Staging
Area
Copy
Core
DWH
Copy
Data
Marts
Duplicated Data
5-6 hours on average
to move data from
sources to data marts

6. § Tectonic Shift in Data Requirements
Deployment On-premise Cloud/Hybrid
Processing Batch Real-time
Access Point-to-point Centralized
Data Models Rigid Flexible
Structure Relational Many

7. 7
Businesses increasingly demand
capabilities that enable them to
achieve digital transformation
through faster integration, real-time
analytics, and better data discovery
process

8. 8
While IT keeps trying to get all data
to a single repository, that data has
grown across systems, transcending
data warehouses, data lakes, cloud,
and, more recently, to the edge.

9. 9
Reporting
Analytics
Data
Sources
Data
Virtualization
Request
No Duplicated Data
Real-Time reflection of
the source data

10. 10
Instant access to everything
without needing to store anything

11. Data Services
AI / ML
Reporting
Analytics
Real-time Alerts
Operational AI
Data Virtualization
Data
Domains
Universal
Catalog
of
Data
Services
Centralized
Access
Control
Virtual
Datamarts
Raw
Data
Analytical Data
Operational Data
Streaming Data
>>>
§ Data Virtualization Layer

12. 12
§ Logical Data Warehouse by Gartner

13. 13
Data
Science
Machine
Learning
Artificial
Intelligence
Third Party
Applications
Predictive
Analytics
Business
Intelligence
Data Services
Virtual Data Domains
Granular Security
SQL
Self-Service
Data Catalog
Relational NoSQL Unstructured Docs Cloud Sensors IoT
Sources
Universal Access
API GraphQL OData
Party
Product
Customer Location Employee
§ Modern Virtual Data Architecture

14. 14
Use Cases

15. 15
Perth DC
Brisbane DC
Santiago DC
Houston DC
US East Cloud
APAC Cloud

16. 16
Kevin Kelly The Inevitable
Digital Transformation requires the
mindset shift …
Sharing data is more effective than
accumulating

17. Demo

18. Q & A

19. Thanks!
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Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm,
without prior the written authorization from Denodo Technologies.
Alexey Sidorov PhD
asidorov@denodo.com
+971 56 625 3066
+7 915 185 5562