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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

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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