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Accelerate Cloud Migrations and
Architecture Modernization with Data
Virtualization
John O'Brien
Principal Advisor and CEO , Radiant Advisors
Copyright 2019. Radiant Advisors All Rights Reserved.
THE ROLE OF DATA ABSTRACTION
3
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
The separation of physical data from its definition
that allows for and improves access
“Decoupling” data connectivity with virtual representations that can be
modified without costly data movement
Data and architecture management use cases:
▪ Cloud migration (hybrid and multi-cloud)
▪ System consolidation (M&A)
▪ Data silo consolidation and restructuring
Copyright 2019. Radiant Advisors All Rights Reserved.
MINIMIZE DISRUPTION OF CLOUD MIGRATION
4
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
Users accustomed to accessing virtual databases and catalogs are not
encumbered with cloud data migration
Performance tuning of replicated cloud databases is faster with data
virtualization as is testing existing reports and visualizations
Conversion of on-premises to cloud data types is handled by data
virtualization views and testing
Copyright 2019. Radiant Advisors All Rights Reserved.
SIMPLIFY HYBRID CLOUD ENVIRONMENTS
5
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
Cloud migrations by nature result in complex hybrid or multi-cloud
architectures
Having a single point of access or gateway for users centralizes security,
monitoring, and governance
Example: Virtual data lakes jumpstart user access to source data while
data lake ingestion and data engineering is established
Copyright 2019. Radiant Advisors All Rights Reserved.
ACCELERATE CLOUD MIGRATIONS
6
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
1. Set up data virtualization on-premises with security and redirect users from
databases to virtual databases
2. Migrate analytic databases to the cloud in phases and update data virtualization
with new cloud databases
3. Migrate data virtualization server to the cloud
4. Rearchitect for modern data architecture in the cloud (data lake, EDW, analytics,
data science)
Copyright 2019. Radiant Advisors All Rights Reserved.
CONTINUOUSLY EVOLVE DATA PLATFORMS
7
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
Begin initial “lift-and-shift” to the cloud, then evolve the data architecture with
consistent virtual access for users
Unify the Logical Modern Data Platform
▪ Enterprise Data Lake
▪ Enterprise Data Hubs
▪ Enterprise Self-Service and Analytic Sandboxes
▪ Enterprise Data Science APIs for Machine Learning
Software-defined data versus hardwired data apps
Copyright 2019. Radiant Advisors All Rights Reserved.
MODERN DATA UNIFICATION
8
Accelerate Cloud Migration and Architecture Modernization with Data Virtualization
Facilitate self-service users’ and data scientists’ needs
▪ Data Catalogs
▪ Data Governance
▪ Exploration and Crowdsourcing
▪ Collaboration and Deployment
Enterprise data platforms are increasing in complexity and require
technology that can continuously
adapt for all users’ needs
© 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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Accelerate Cloud Migrations and Architecture Modernization with Data Virtualization

  • 1.
  • 2. Accelerate Cloud Migrations and Architecture Modernization with Data Virtualization John O'Brien Principal Advisor and CEO , Radiant Advisors
  • 3. Copyright 2019. Radiant Advisors All Rights Reserved. THE ROLE OF DATA ABSTRACTION 3 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization The separation of physical data from its definition that allows for and improves access “Decoupling” data connectivity with virtual representations that can be modified without costly data movement Data and architecture management use cases: ▪ Cloud migration (hybrid and multi-cloud) ▪ System consolidation (M&A) ▪ Data silo consolidation and restructuring
  • 4. Copyright 2019. Radiant Advisors All Rights Reserved. MINIMIZE DISRUPTION OF CLOUD MIGRATION 4 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization Users accustomed to accessing virtual databases and catalogs are not encumbered with cloud data migration Performance tuning of replicated cloud databases is faster with data virtualization as is testing existing reports and visualizations Conversion of on-premises to cloud data types is handled by data virtualization views and testing
  • 5. Copyright 2019. Radiant Advisors All Rights Reserved. SIMPLIFY HYBRID CLOUD ENVIRONMENTS 5 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization Cloud migrations by nature result in complex hybrid or multi-cloud architectures Having a single point of access or gateway for users centralizes security, monitoring, and governance Example: Virtual data lakes jumpstart user access to source data while data lake ingestion and data engineering is established
  • 6. Copyright 2019. Radiant Advisors All Rights Reserved. ACCELERATE CLOUD MIGRATIONS 6 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization 1. Set up data virtualization on-premises with security and redirect users from databases to virtual databases 2. Migrate analytic databases to the cloud in phases and update data virtualization with new cloud databases 3. Migrate data virtualization server to the cloud 4. Rearchitect for modern data architecture in the cloud (data lake, EDW, analytics, data science)
  • 7. Copyright 2019. Radiant Advisors All Rights Reserved. CONTINUOUSLY EVOLVE DATA PLATFORMS 7 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization Begin initial “lift-and-shift” to the cloud, then evolve the data architecture with consistent virtual access for users Unify the Logical Modern Data Platform ▪ Enterprise Data Lake ▪ Enterprise Data Hubs ▪ Enterprise Self-Service and Analytic Sandboxes ▪ Enterprise Data Science APIs for Machine Learning Software-defined data versus hardwired data apps
  • 8. Copyright 2019. Radiant Advisors All Rights Reserved. MODERN DATA UNIFICATION 8 Accelerate Cloud Migration and Architecture Modernization with Data Virtualization Facilitate self-service users’ and data scientists’ needs ▪ Data Catalogs ▪ Data Governance ▪ Exploration and Crowdsourcing ▪ Collaboration and Deployment Enterprise data platforms are increasing in complexity and require technology that can continuously adapt for all users’ needs
  • 9. © 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.