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Steve Tetrault
Director of Solutions, Neudesic
Steve.Tetrault@Neudesic.com
Best-Fit-Engineering Deployments of Logical Data
Warehouses
Founded in
2002
Privately held firm
headquartered in
Irvine, Ca founded by
former Microsoft
leaders.
About Neudesic
National Systems Integrator | Solutions & Consulting
12
North America
4
India
PREMIER PLATFORM PARTNERSHIPS
Required expansion of analytics
by growing consumers of data
Amounting
Limitations of
Traditional ETL
Growth in
Hybrid &
Multi– Cloud
Deployments
Need for Agile
Self-Service BI
Use of Data
Virtualization
for Information
Agility
Big data
volumes
continue to
grow
Security
implications
becoming core
to data
strategy
Reduce or
eliminate data
latency
Providing data access regardless
of storage location
Key Trends Shaping Enterprise Data Management Strategies
Unlocking the Strategic Value of Data- Metadata Management
VS.
Best-of-Breed Best-Fit-Engineering
Real-time Data
External data
Batch
Line of business data sources
Cloud & on premises
SQL
Operational data warehouse
Raw Data Layer
Classification & Discovery Layer
Integration & Modeling Layer
Sanctioned Layer
Insights Development Workbench
Prototyping, Data Discovery, Iterative Data Exploration, Agile Data Marts,
Machine Learning & Innovation
EDW
Enterprise Reporting and
Business Intelligence
DataVirtualizationLayer
IT & Business IT
• Original /near
original format
• Departmental
storage sections
• Real-time data • Privacy
classification
• Storage partitions
• Data cleansing
operations
• Training set,
Validation Set,
Testing Set
• Masking,
tokenization and
privacy rules
• Integration of
sources
• MDM rules
• Analytic Models
• ML Models • All business rules
applied
• Data is certified and
approved
• Data models
approved
• Any logical models
applied
Data Lake
Humans
• Traditional Reporting
• Visual Exploration & Data Discovery
• Analytic Dashboards
• Advanced Analytics
Applications & Processes
• LOB Apps
• ESB
• EDI
Analytic Data Stores
• Marketing Campaign Tools
Smart Things & Devices
• Home Automation Devices
• Drones
• Slot Machines
Neudesic Insights Development Workbench
Major Vegas Hospitality and Gaming Company
Neudesic Client Success:
Objective: Design a new data strategy with supporting modern data
platform to improve customer experience, reduce big data processing cost
associated with gaming analytics and modernize lodging applications.
Challenge
• Data resided in siloed business entities e.g., property, revenue center, &
lodging applications
• Data integrity issues with inconsistent definitions, and lack of data dictionary
• Millions of dollars spent running 150+ Hadoop clusters on-premise
• Wasted resources to research information for business entity info enquiries
Solution
• Deploy Azure Data Lake to serve as single repository for all core sources
including the Master Data Model(MDM) implemented using Profisee Maestro
• Data from the lake and the MDM model was exposed by the Data Fabric
Layer implemented using Denodo Data Virtualization
• Denodo provided ingestion and consuming data services to source systems,
Azure data lake, Azure warehouse and MDM data sources. It also provides
metadata that drives data governance
Logical Datawarehouse on Azure Data Lake Store
with Profisee MDM, Denodo Data Virtualization and Collibra Data Governance
Steve Tetrault
Director of Solutions, Neudesic
Steve.Tetrault@Neudesic.com
Thank You

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Best-Fit-Engineering Deployments of Logical Data Warehouses

  • 1. Steve Tetrault Director of Solutions, Neudesic Steve.Tetrault@Neudesic.com Best-Fit-Engineering Deployments of Logical Data Warehouses
  • 2. Founded in 2002 Privately held firm headquartered in Irvine, Ca founded by former Microsoft leaders. About Neudesic National Systems Integrator | Solutions & Consulting 12 North America 4 India PREMIER PLATFORM PARTNERSHIPS
  • 3. Required expansion of analytics by growing consumers of data Amounting Limitations of Traditional ETL Growth in Hybrid & Multi– Cloud Deployments Need for Agile Self-Service BI Use of Data Virtualization for Information Agility Big data volumes continue to grow Security implications becoming core to data strategy Reduce or eliminate data latency Providing data access regardless of storage location Key Trends Shaping Enterprise Data Management Strategies
  • 4. Unlocking the Strategic Value of Data- Metadata Management
  • 6. Real-time Data External data Batch Line of business data sources Cloud & on premises SQL Operational data warehouse Raw Data Layer Classification & Discovery Layer Integration & Modeling Layer Sanctioned Layer Insights Development Workbench Prototyping, Data Discovery, Iterative Data Exploration, Agile Data Marts, Machine Learning & Innovation EDW Enterprise Reporting and Business Intelligence DataVirtualizationLayer IT & Business IT • Original /near original format • Departmental storage sections • Real-time data • Privacy classification • Storage partitions • Data cleansing operations • Training set, Validation Set, Testing Set • Masking, tokenization and privacy rules • Integration of sources • MDM rules • Analytic Models • ML Models • All business rules applied • Data is certified and approved • Data models approved • Any logical models applied Data Lake Humans • Traditional Reporting • Visual Exploration & Data Discovery • Analytic Dashboards • Advanced Analytics Applications & Processes • LOB Apps • ESB • EDI Analytic Data Stores • Marketing Campaign Tools Smart Things & Devices • Home Automation Devices • Drones • Slot Machines Neudesic Insights Development Workbench
  • 7. Major Vegas Hospitality and Gaming Company Neudesic Client Success: Objective: Design a new data strategy with supporting modern data platform to improve customer experience, reduce big data processing cost associated with gaming analytics and modernize lodging applications. Challenge • Data resided in siloed business entities e.g., property, revenue center, & lodging applications • Data integrity issues with inconsistent definitions, and lack of data dictionary • Millions of dollars spent running 150+ Hadoop clusters on-premise • Wasted resources to research information for business entity info enquiries Solution • Deploy Azure Data Lake to serve as single repository for all core sources including the Master Data Model(MDM) implemented using Profisee Maestro • Data from the lake and the MDM model was exposed by the Data Fabric Layer implemented using Denodo Data Virtualization • Denodo provided ingestion and consuming data services to source systems, Azure data lake, Azure warehouse and MDM data sources. It also provides metadata that drives data governance
  • 8. Logical Datawarehouse on Azure Data Lake Store with Profisee MDM, Denodo Data Virtualization and Collibra Data Governance
  • 9. Steve Tetrault Director of Solutions, Neudesic Steve.Tetrault@Neudesic.com Thank You