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Data Virtualization: From Zero to Hero
Raheel Khan
Regional Sales Director, Denodo
Alexey Sidorov
Chief Evangelist Middle East, Denodo
Agenda
1. Data Virtualization: An Introduction
2. Denodo Data Virtualization Platform – Key Capabilities
3. Product Demo
4. Q&A
5. Next Steps
Data Virtualization: An
Introduction
1989
2008
1996
2000
1995
1992
Our Time
2012
Applications Databases
,,
Files
Reporting Analytics
DataConsumersDataSourcesData Management Evolution
1989
2008
1996
2000
1995
1992
Our Time
2012
Reporting Analytics
Data
Warehouse
Data Management EvolutionDataConsumers
Applications Databases
,,
Files
DataSources
1989
2008
1996
2000
1995
1992
Our Time
2012
Reporting Analytics
DataConsumers
Applications Databases Files
,,,,
Data
Warehouse
,,
Data Management EvolutionDataSources
1989
2008
1996
2000
1995
1992
Our Time
2012
Reporting Analytics
DataConsumers
Data
Warehouse
Real Time DataApplications Databases Files
DataSources
,,,, ,,
Data Management Evolution
1989
2008
1996
2000
1995
1992
Our Time
2012
Reporting Analytics
DataConsumers
Data
Warehouse
Real Time DataApplications Databases Files
DataSources
,,,, ,,
Data Management Evolution
1989
2008
1996
2000
1995
1992
Our Time
2012
Reporting Analytics
DataConsumersDataSources
Data Science
Data Management Evolution
Data
Warehouse
Hadoop
Data Lake
Applications Databases Files Real Time Web Logs Social Sensors
1989
2008
1996
2000
1995
1992
Our Time
2012Reporting Analytics
DataConsumers
Data Science Data Market PlaceData MonetizationAI/ML
Data Management Evolution
Data
Warehouse
Hadoop
Data Lake
DataSources
Applications Databases Files Real Time Web Logs Social Sensors Cloud
DataSources
1989
2008
1996
2000
1995
1992
Our Time
2012Reporting
DataConsumers
Data Science Data Market PlaceAI/ML
Data
Warehouse
Hadoop
Data Lake
DataVirtualization
Layer
SQL API
Metadata
Management
Unified Virtual Data Marts
Centralized Access Control
Universal Access
To All Data Sources
Data Management Evolution
Data Transformation and Combination
Applications Databases Files Real Time Web Logs Social Sensors Cloud
Analytics Data Monetization
Adopt the Logical Data Warehouse Architecture to Meet Your Modern Analytical Needs”. Henry Cook, Gartner April
2018
It’s Time to Rethink … It’s Time to go Virtual
Source: “Gartner Market Guide for data virtualization”
Data virtualization technology can be used to create
virtualized and integrated views of data in memory (rather
than executing data movement and physically storing
integrated views in a target data structure), and provides a
layer of abstraction above the physical implementation of
data.
Logical Data Warehouse Architecture
Reporting
Analytics
Data Science
Data Market Place
Data Monetization
AI/ML
iPaaS
Kafka
ETL
CDC
Sqoop
Flume
RawDataZoneStagingArea
CuratedDataZoneCoreDWHmodel
Data Warehouse
Data Lake
Data Virtualization Platform
Analytical Views
Data Science Views
λ Views
Real-Time Views
DWH Views
Hybrid Views
Cloud Views
UniversalCatalogofDataServices
CentralizedAccessControl
Logical Data Warehouse
Denodo Data Virtualization
Platform - Key Capabilities
Self-service data services
Centralized metadata, security &
governance
Data abstraction
Zero replication, zero relocation
Real-time information
Five Essential Capabilities of Data Virtualization
Abstracts access to disparate data sources.
Acts as a single virtual repository.
Abstracts data complexities like location,
format, protocols
…hides data complexity for ease of data access by business
Enterprise architects must revise their data architecture to
meet the demand for fast data.”
– Create a Road Map For A Real-time, Agile, Self-Service Data
Platform, Forrester Research
1. Data abstraction
…reduces development time and overall TCO
The Denodo Platform enables us to build and deliver data services,
to our internal and external consumers, within a day instead of the
1 – 2 weeks it would take with ETL.”
– Manager, DrillingInfo
Leaves the data at its source; extracts only what is
needed, on demand.
Diminishes the need for effort-intensive ETL
processes.
Eliminates unnecessary data redundancy.
2. Zero replication, zero relocation
Provisions data in real-time to consumers
Creates real-time logical views of data across many
data sources.
Supports transformations and quality functions
without the latency, redundancy, and rigidity of
legacy approaches
…enables timely decision-making
Data virtualization integrates disparate data sources in real time or near-real time
to meet demands for analytics and transactional data.”
– Create a Road Map For A Real-time, Agile, Self-Service Data Platform, Forrester
Research
3. Real-time information
Facilitates access to all data, both internal and external
Enables creation of universal semantic models reflecting
business taxonomy
Connects data silos to provide best available information to
drive business decisions
…enables information discovery and self-service
Impressively quick turn around time to "unlock“ data from additional siloes and
from legacy systems - Few vendors (if any) can compete with Denodo's support
of the Restful /OData standard - both to provide data (northbound) and to
access data from the sources (southbound).”
– Business Analyst, Swiss Re
4. Self-service data services
Abstracts data source security models and enables single-point
security and governance.
Extends single-point control across cloud and on-premises
architectures
Provides multiple forms of metadata (technical, business,
operational) to facilitate understanding of data.
…simplifies data security, privacy, audit
Our Denodo rollout was one of the easiest and most successful rollouts of critical
enterprise software I have seen. It was successful in handling our initial, security, use
case immediately, and has since shown a strong ability to cover additional use cases, in
particular acting as a Data Abstraction Layer via it's web service functionality.”
– Enterprise Architect, Asurion
5. Centralized metadata, security & governance
• Data Virtualization offers an alternative approach to data integration and provisioning
• Very agile, iterative approach – involve business stakeholders at beginning and deliver quickly
• Does not use expensive bulk data loads for data consolidation and centralization
• Data is delivered on-demand, in real-time
• Five key capabilities of a Data Virtualization Platform
• Data abstraction, Zero (minimal) replication, Real-time information, Self-service information,
Centralized metadata, security, and governance
• Wide range of use cases
• From Analytics and Big Data to Cloud to Governance and Data Services
22
Summary
Product Demonstration
Sources
Combine,
Transform
&
Integrate
Publish
Base View
(Source
Abstraction)
Client Country Region Headers Lines Rates
Customer Order Currency Rates
HadoopWeb Service Multi-
dimensional
SalesforceSQL ServerOracle
SQL, SOAP, REST, ODATA, etc. Denodo’s Information Self Service
Denodo Platform Demo
Total by
Region
Total by
Customer
Total by
Date
Customer Orders
25
Key Takeaways
✓ Data Virtualization is a key technology when building a modern data
architecture
✓ It provides flexibility and agility and reduces the time to deliver data to the
business by up to 10x
✓ Data Virtualization hides the complexity of a constantly changing data
infrastructure from the users
✓ In doing so, it allows you to introduce new technologies, formats, protocols,
etc. without causing user disruption
Q & A
26
27
Next Steps
Access Denodo Platform in the cloud
30 days trial available
Download Denodo
Express
Take Denodo for a Test Drive
14-days Free Trial instance is hosted under Denodo’s AWS /Azure account.
www.denodo.com/TestDrive
Thank you!
© Copyright Denodo Technologies. All rights reserved
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.

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Data Virtualization: From Zero to Hero

  • 1. Data Virtualization: From Zero to Hero Raheel Khan Regional Sales Director, Denodo Alexey Sidorov Chief Evangelist Middle East, Denodo
  • 2. Agenda 1. Data Virtualization: An Introduction 2. Denodo Data Virtualization Platform – Key Capabilities 3. Product Demo 4. Q&A 5. Next Steps
  • 4. 1989 2008 1996 2000 1995 1992 Our Time 2012 Applications Databases ,, Files Reporting Analytics DataConsumersDataSourcesData Management Evolution
  • 5. 1989 2008 1996 2000 1995 1992 Our Time 2012 Reporting Analytics Data Warehouse Data Management EvolutionDataConsumers Applications Databases ,, Files DataSources
  • 6. 1989 2008 1996 2000 1995 1992 Our Time 2012 Reporting Analytics DataConsumers Applications Databases Files ,,,, Data Warehouse ,, Data Management EvolutionDataSources
  • 7. 1989 2008 1996 2000 1995 1992 Our Time 2012 Reporting Analytics DataConsumers Data Warehouse Real Time DataApplications Databases Files DataSources ,,,, ,, Data Management Evolution
  • 8. 1989 2008 1996 2000 1995 1992 Our Time 2012 Reporting Analytics DataConsumers Data Warehouse Real Time DataApplications Databases Files DataSources ,,,, ,, Data Management Evolution
  • 9. 1989 2008 1996 2000 1995 1992 Our Time 2012 Reporting Analytics DataConsumersDataSources Data Science Data Management Evolution Data Warehouse Hadoop Data Lake Applications Databases Files Real Time Web Logs Social Sensors
  • 10. 1989 2008 1996 2000 1995 1992 Our Time 2012Reporting Analytics DataConsumers Data Science Data Market PlaceData MonetizationAI/ML Data Management Evolution Data Warehouse Hadoop Data Lake DataSources Applications Databases Files Real Time Web Logs Social Sensors Cloud
  • 11. DataSources 1989 2008 1996 2000 1995 1992 Our Time 2012Reporting DataConsumers Data Science Data Market PlaceAI/ML Data Warehouse Hadoop Data Lake DataVirtualization Layer SQL API Metadata Management Unified Virtual Data Marts Centralized Access Control Universal Access To All Data Sources Data Management Evolution Data Transformation and Combination Applications Databases Files Real Time Web Logs Social Sensors Cloud Analytics Data Monetization
  • 12. Adopt the Logical Data Warehouse Architecture to Meet Your Modern Analytical Needs”. Henry Cook, Gartner April 2018 It’s Time to Rethink … It’s Time to go Virtual
  • 13. Source: “Gartner Market Guide for data virtualization” Data virtualization technology can be used to create virtualized and integrated views of data in memory (rather than executing data movement and physically storing integrated views in a target data structure), and provides a layer of abstraction above the physical implementation of data.
  • 14. Logical Data Warehouse Architecture Reporting Analytics Data Science Data Market Place Data Monetization AI/ML iPaaS Kafka ETL CDC Sqoop Flume RawDataZoneStagingArea CuratedDataZoneCoreDWHmodel Data Warehouse Data Lake Data Virtualization Platform Analytical Views Data Science Views λ Views Real-Time Views DWH Views Hybrid Views Cloud Views UniversalCatalogofDataServices CentralizedAccessControl Logical Data Warehouse
  • 16. Self-service data services Centralized metadata, security & governance Data abstraction Zero replication, zero relocation Real-time information Five Essential Capabilities of Data Virtualization
  • 17. Abstracts access to disparate data sources. Acts as a single virtual repository. Abstracts data complexities like location, format, protocols …hides data complexity for ease of data access by business Enterprise architects must revise their data architecture to meet the demand for fast data.” – Create a Road Map For A Real-time, Agile, Self-Service Data Platform, Forrester Research 1. Data abstraction
  • 18. …reduces development time and overall TCO The Denodo Platform enables us to build and deliver data services, to our internal and external consumers, within a day instead of the 1 – 2 weeks it would take with ETL.” – Manager, DrillingInfo Leaves the data at its source; extracts only what is needed, on demand. Diminishes the need for effort-intensive ETL processes. Eliminates unnecessary data redundancy. 2. Zero replication, zero relocation
  • 19. Provisions data in real-time to consumers Creates real-time logical views of data across many data sources. Supports transformations and quality functions without the latency, redundancy, and rigidity of legacy approaches …enables timely decision-making Data virtualization integrates disparate data sources in real time or near-real time to meet demands for analytics and transactional data.” – Create a Road Map For A Real-time, Agile, Self-Service Data Platform, Forrester Research 3. Real-time information
  • 20. Facilitates access to all data, both internal and external Enables creation of universal semantic models reflecting business taxonomy Connects data silos to provide best available information to drive business decisions …enables information discovery and self-service Impressively quick turn around time to "unlock“ data from additional siloes and from legacy systems - Few vendors (if any) can compete with Denodo's support of the Restful /OData standard - both to provide data (northbound) and to access data from the sources (southbound).” – Business Analyst, Swiss Re 4. Self-service data services
  • 21. Abstracts data source security models and enables single-point security and governance. Extends single-point control across cloud and on-premises architectures Provides multiple forms of metadata (technical, business, operational) to facilitate understanding of data. …simplifies data security, privacy, audit Our Denodo rollout was one of the easiest and most successful rollouts of critical enterprise software I have seen. It was successful in handling our initial, security, use case immediately, and has since shown a strong ability to cover additional use cases, in particular acting as a Data Abstraction Layer via it's web service functionality.” – Enterprise Architect, Asurion 5. Centralized metadata, security & governance
  • 22. • Data Virtualization offers an alternative approach to data integration and provisioning • Very agile, iterative approach – involve business stakeholders at beginning and deliver quickly • Does not use expensive bulk data loads for data consolidation and centralization • Data is delivered on-demand, in real-time • Five key capabilities of a Data Virtualization Platform • Data abstraction, Zero (minimal) replication, Real-time information, Self-service information, Centralized metadata, security, and governance • Wide range of use cases • From Analytics and Big Data to Cloud to Governance and Data Services 22 Summary
  • 24. Sources Combine, Transform & Integrate Publish Base View (Source Abstraction) Client Country Region Headers Lines Rates Customer Order Currency Rates HadoopWeb Service Multi- dimensional SalesforceSQL ServerOracle SQL, SOAP, REST, ODATA, etc. Denodo’s Information Self Service Denodo Platform Demo Total by Region Total by Customer Total by Date Customer Orders
  • 25. 25 Key Takeaways ✓ Data Virtualization is a key technology when building a modern data architecture ✓ It provides flexibility and agility and reduces the time to deliver data to the business by up to 10x ✓ Data Virtualization hides the complexity of a constantly changing data infrastructure from the users ✓ In doing so, it allows you to introduce new technologies, formats, protocols, etc. without causing user disruption
  • 27. 27 Next Steps Access Denodo Platform in the cloud 30 days trial available Download Denodo Express Take Denodo for a Test Drive 14-days Free Trial instance is hosted under Denodo’s AWS /Azure account. www.denodo.com/TestDrive
  • 28. Thank you! © Copyright Denodo Technologies. All rights reserved 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.