SlideShare a Scribd company logo
1 of 11
Leveraging Cloud Migration for
System and Process Renovation
David Loshin
President, Knowledge Integrity, inc.
Director, Master of Information Management program,
University of Maryland
The Wisdom of Clouds…
• Cloud service providers are rapidly expanding a broad
palette of storage, computing, and other value-added
services
– (Presumably) reasonable economics
– Virtually unlimited storage and computing resources
– Provides elastic yet scalable high-performance computing
– Integration across a hybrid environment connecting on-
prem, multicloud, SaaS, PaaS, etc.
– Reduces reliance on large-scale capital acquisitions of DW
appliances
– Allows a variety of applications to automatically scale by
taking advantage of cloud computing resources
– Automatically provides fault-tolerance and business
continuity
– Lots of cloud-native value-added services
Driving Towards Cloud Migration
• Organizations increasingly considering cloud
migration as a key technical motivator for a
modernized environment
• Whether you need to
– Synchronize data across on-premises/cloud boundaries,
– Integrate data from SaaS/PaaS providers, or
– Ingest and process streaming data in real time
The Future: Hybrid Multicloud
Data
Warehouse
Data
Warehouse
On-Premises Data
Cloud Data Environment
Data Lake
Cloud Data Environment
Data Lake
Cloud Data Environment
Data Lake
Cloud Data Environment
Data Lake
• The drive for cloud modernization has driven project managers and their teams to migrate data and
processes out of the traditional on-premises data center
• This approach incorporates adoption of a variety of different hosted and cloud-based environments
Hybrid Data Architectures
• New cloud technologies
are evolving at a frantic
pace
• Data architecture
complexity is opaque to
data consumers
• Yet data consumers
demand rapid
development of data
pipelines to support
evolving data lifecycles
Data
Warehouse
Data
Warehouse
On-Premises Data
Cloud Data Environment
Data Lake
Cloud Data Environment
Data Lake
Data Consumers
Challenges of Migration
• Data onboarding and integration
• Data chaos vs. data intelligence
• Application development and deployment
• Data consumer enablement
• Information risk
Why Not “Lift & Shift”?
• Replicating footprint on the cloud is a
conservative approach that
– Limits the ability to assess gaps and
introduce improvements
– Reduces potential for extensibility
– May not accurately predict actual cost of
cloud services during migration phase
– May not accurately predict actual
operational costs post-migration
– Potential performance degradation due to
unexpected latencies
– Does not allow current and emerging
requirements to be considered
Cloud Modernization & Digital Transformation
• Contrast “migration” with “modernization”
• Moving processes to the cloud affords the opportunity to
rethink how the applications are aligned with the actual
business activities
– What technical constraints existed when the application was
originally configured that no longer exist?
– What capabilities did not exist that could improve the business
process?
– Can a broader array of data consumers be enabled using modernized
approaches?
Reducing Complexity
• Not all data practitioners are experts in data modeling
• Data awareness contributes to reducing complexity of the
cloud modernization process
• Employ data modeling techniques to raise data awareness:
– Business process modeling
– Data discovery
– Metadata management
– Data lineage
– Database structure
Data Awareness: Necessary Capabilities
• Simplified mechanisms for documenting and sharing business
process models
• Assessment and documentation of current state of existing data
models
• Data discovery and capture of structural, business, and object
metadata
• Simplified mapping and presentation of data lineage and
documentation of data pipelines
• Simulation capabilities to assess cloud performance and costs
Questions?
• Questions about cloud modernization
– Loshin@knowledge-integrity.com
• Considering a degree in information management?
– UMD MIM: https://ischool.umd.edu/academics/master-of-
information-management

More Related Content

More from IDERA Software

Idera live 2021: Why Data Lakes are Critical for AI, ML, and IoT By Brian Flug
Idera live 2021:  Why Data Lakes are Critical for AI, ML, and IoT  By Brian FlugIdera live 2021:  Why Data Lakes are Critical for AI, ML, and IoT  By Brian Flug
Idera live 2021: Why Data Lakes are Critical for AI, ML, and IoT By Brian FlugIDERA Software
 
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...IDERA Software
 
Idera live 2021: Managing Digital Transformation on a Budget by Bert Scalzo
Idera live 2021:  Managing Digital Transformation on a Budget by Bert ScalzoIdera live 2021:  Managing Digital Transformation on a Budget by Bert Scalzo
Idera live 2021: Managing Digital Transformation on a Budget by Bert ScalzoIDERA Software
 
Idera live 2021: Keynote Presentation The Future of Data is The Data Cloud b...
Idera live 2021:  Keynote Presentation The Future of Data is The Data Cloud b...Idera live 2021:  Keynote Presentation The Future of Data is The Data Cloud b...
Idera live 2021: Keynote Presentation The Future of Data is The Data Cloud b...IDERA Software
 
Idera live 2021: Managing Databases in the Cloud - the First Step, a Succes...
Idera live 2021:   Managing Databases in the Cloud - the First Step, a Succes...Idera live 2021:   Managing Databases in the Cloud - the First Step, a Succes...
Idera live 2021: Managing Databases in the Cloud - the First Step, a Succes...IDERA Software
 
Idera live 2021: Database Auditing - on-Premises and in the Cloud by Craig M...
Idera live 2021:  Database Auditing - on-Premises and in the Cloud by Craig M...Idera live 2021:  Database Auditing - on-Premises and in the Cloud by Craig M...
Idera live 2021: Database Auditing - on-Premises and in the Cloud by Craig M...IDERA Software
 
Idera live 2021: Performance Tuning Azure SQL Database by Monica Rathbun
Idera live 2021:  Performance Tuning Azure SQL Database by Monica RathbunIdera live 2021:  Performance Tuning Azure SQL Database by Monica Rathbun
Idera live 2021: Performance Tuning Azure SQL Database by Monica RathbunIDERA Software
 
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERA
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERAGeek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERA
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERAIDERA Software
 
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...IDERA Software
 
Benefits of Third Party Tools for MySQL | IDERA
Benefits of Third Party Tools for MySQL | IDERABenefits of Third Party Tools for MySQL | IDERA
Benefits of Third Party Tools for MySQL | IDERAIDERA Software
 
Achieve More with Less Resources | IDERA
Achieve More with Less Resources | IDERAAchieve More with Less Resources | IDERA
Achieve More with Less Resources | IDERAIDERA Software
 
Benefits of SQL Server 2017 and 2019 | IDERA
Benefits of SQL Server 2017 and 2019 | IDERABenefits of SQL Server 2017 and 2019 | IDERA
Benefits of SQL Server 2017 and 2019 | IDERAIDERA Software
 
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERA
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERABe Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERA
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERAIDERA Software
 
Advanced SQL Server Performance Tuning | IDERA
Advanced SQL Server Performance Tuning | IDERAAdvanced SQL Server Performance Tuning | IDERA
Advanced SQL Server Performance Tuning | IDERAIDERA Software
 
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent Ozar
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent OzarGeek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent Ozar
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent OzarIDERA Software
 
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...IDERA Software
 
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...IDERA Software
 
Geek Sync | How to Think Like the SQL ServerEngine - Brent Ozar
Geek Sync | How to Think Like the SQL ServerEngine - Brent OzarGeek Sync | How to Think Like the SQL ServerEngine - Brent Ozar
Geek Sync | How to Think Like the SQL ServerEngine - Brent OzarIDERA Software
 
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERA
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERAGeek Sync | Data Integrity Demystified - Deborah Melkin | IDERA
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERAIDERA Software
 
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...IDERA Software
 

More from IDERA Software (20)

Idera live 2021: Why Data Lakes are Critical for AI, ML, and IoT By Brian Flug
Idera live 2021:  Why Data Lakes are Critical for AI, ML, and IoT  By Brian FlugIdera live 2021:  Why Data Lakes are Critical for AI, ML, and IoT  By Brian Flug
Idera live 2021: Why Data Lakes are Critical for AI, ML, and IoT By Brian Flug
 
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...
Idera live 2021: Will Data Vault add Value to Your Data Warehouse? 3 Signs th...
 
Idera live 2021: Managing Digital Transformation on a Budget by Bert Scalzo
Idera live 2021:  Managing Digital Transformation on a Budget by Bert ScalzoIdera live 2021:  Managing Digital Transformation on a Budget by Bert Scalzo
Idera live 2021: Managing Digital Transformation on a Budget by Bert Scalzo
 
Idera live 2021: Keynote Presentation The Future of Data is The Data Cloud b...
Idera live 2021:  Keynote Presentation The Future of Data is The Data Cloud b...Idera live 2021:  Keynote Presentation The Future of Data is The Data Cloud b...
Idera live 2021: Keynote Presentation The Future of Data is The Data Cloud b...
 
Idera live 2021: Managing Databases in the Cloud - the First Step, a Succes...
Idera live 2021:   Managing Databases in the Cloud - the First Step, a Succes...Idera live 2021:   Managing Databases in the Cloud - the First Step, a Succes...
Idera live 2021: Managing Databases in the Cloud - the First Step, a Succes...
 
Idera live 2021: Database Auditing - on-Premises and in the Cloud by Craig M...
Idera live 2021:  Database Auditing - on-Premises and in the Cloud by Craig M...Idera live 2021:  Database Auditing - on-Premises and in the Cloud by Craig M...
Idera live 2021: Database Auditing - on-Premises and in the Cloud by Craig M...
 
Idera live 2021: Performance Tuning Azure SQL Database by Monica Rathbun
Idera live 2021:  Performance Tuning Azure SQL Database by Monica RathbunIdera live 2021:  Performance Tuning Azure SQL Database by Monica Rathbun
Idera live 2021: Performance Tuning Azure SQL Database by Monica Rathbun
 
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERA
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERAGeek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERA
Geek Sync | How to Be the DBA When You Don't Have a DBA - Eric Cobb | IDERA
 
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...
How Users of a Performance Monitoring Tool Can Benefit from an Inventory Mana...
 
Benefits of Third Party Tools for MySQL | IDERA
Benefits of Third Party Tools for MySQL | IDERABenefits of Third Party Tools for MySQL | IDERA
Benefits of Third Party Tools for MySQL | IDERA
 
Achieve More with Less Resources | IDERA
Achieve More with Less Resources | IDERAAchieve More with Less Resources | IDERA
Achieve More with Less Resources | IDERA
 
Benefits of SQL Server 2017 and 2019 | IDERA
Benefits of SQL Server 2017 and 2019 | IDERABenefits of SQL Server 2017 and 2019 | IDERA
Benefits of SQL Server 2017 and 2019 | IDERA
 
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERA
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERABe Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERA
Be Proactive: A Good DBA Goes Looking for Signs of Trouble | IDERA
 
Advanced SQL Server Performance Tuning | IDERA
Advanced SQL Server Performance Tuning | IDERAAdvanced SQL Server Performance Tuning | IDERA
Advanced SQL Server Performance Tuning | IDERA
 
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent Ozar
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent OzarGeek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent Ozar
Geek Sync | Planning a SQL Server to Azure Migration in 2021 - Brent Ozar
 
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...
Geek Sync | Performance Tuning: Getting the Biggest Bang for Your Buck - Moni...
 
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...
Geek Sync | Meeting Security Benchmarks and Compliance with Microsoft SQL Ser...
 
Geek Sync | How to Think Like the SQL ServerEngine - Brent Ozar
Geek Sync | How to Think Like the SQL ServerEngine - Brent OzarGeek Sync | How to Think Like the SQL ServerEngine - Brent Ozar
Geek Sync | How to Think Like the SQL ServerEngine - Brent Ozar
 
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERA
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERAGeek Sync | Data Integrity Demystified - Deborah Melkin | IDERA
Geek Sync | Data Integrity Demystified - Deborah Melkin | IDERA
 
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...
Geek Sync | Breaking Bad Habits: Solutions for Common Query Antipatterns - Je...
 

Recently uploaded

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
 

Recently uploaded (20)

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 

Geek Sync | Leveraging Cloud Migration for System and Process Renovation

  • 1. Leveraging Cloud Migration for System and Process Renovation David Loshin President, Knowledge Integrity, inc. Director, Master of Information Management program, University of Maryland
  • 2. The Wisdom of Clouds… • Cloud service providers are rapidly expanding a broad palette of storage, computing, and other value-added services – (Presumably) reasonable economics – Virtually unlimited storage and computing resources – Provides elastic yet scalable high-performance computing – Integration across a hybrid environment connecting on- prem, multicloud, SaaS, PaaS, etc. – Reduces reliance on large-scale capital acquisitions of DW appliances – Allows a variety of applications to automatically scale by taking advantage of cloud computing resources – Automatically provides fault-tolerance and business continuity – Lots of cloud-native value-added services
  • 3. Driving Towards Cloud Migration • Organizations increasingly considering cloud migration as a key technical motivator for a modernized environment • Whether you need to – Synchronize data across on-premises/cloud boundaries, – Integrate data from SaaS/PaaS providers, or – Ingest and process streaming data in real time
  • 4. The Future: Hybrid Multicloud Data Warehouse Data Warehouse On-Premises Data Cloud Data Environment Data Lake Cloud Data Environment Data Lake Cloud Data Environment Data Lake Cloud Data Environment Data Lake • The drive for cloud modernization has driven project managers and their teams to migrate data and processes out of the traditional on-premises data center • This approach incorporates adoption of a variety of different hosted and cloud-based environments
  • 5. Hybrid Data Architectures • New cloud technologies are evolving at a frantic pace • Data architecture complexity is opaque to data consumers • Yet data consumers demand rapid development of data pipelines to support evolving data lifecycles Data Warehouse Data Warehouse On-Premises Data Cloud Data Environment Data Lake Cloud Data Environment Data Lake Data Consumers
  • 6. Challenges of Migration • Data onboarding and integration • Data chaos vs. data intelligence • Application development and deployment • Data consumer enablement • Information risk
  • 7. Why Not “Lift & Shift”? • Replicating footprint on the cloud is a conservative approach that – Limits the ability to assess gaps and introduce improvements – Reduces potential for extensibility – May not accurately predict actual cost of cloud services during migration phase – May not accurately predict actual operational costs post-migration – Potential performance degradation due to unexpected latencies – Does not allow current and emerging requirements to be considered
  • 8. Cloud Modernization & Digital Transformation • Contrast “migration” with “modernization” • Moving processes to the cloud affords the opportunity to rethink how the applications are aligned with the actual business activities – What technical constraints existed when the application was originally configured that no longer exist? – What capabilities did not exist that could improve the business process? – Can a broader array of data consumers be enabled using modernized approaches?
  • 9. Reducing Complexity • Not all data practitioners are experts in data modeling • Data awareness contributes to reducing complexity of the cloud modernization process • Employ data modeling techniques to raise data awareness: – Business process modeling – Data discovery – Metadata management – Data lineage – Database structure
  • 10. Data Awareness: Necessary Capabilities • Simplified mechanisms for documenting and sharing business process models • Assessment and documentation of current state of existing data models • Data discovery and capture of structural, business, and object metadata • Simplified mapping and presentation of data lineage and documentation of data pipelines • Simulation capabilities to assess cloud performance and costs
  • 11. Questions? • Questions about cloud modernization – Loshin@knowledge-integrity.com • Considering a degree in information management? – UMD MIM: https://ischool.umd.edu/academics/master-of- information-management