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OBIA Data Optimization and
Performance Enhancing Techniques
Prepared by:
Karthik Mada
BI Practice Manager
Emtec, Inc.
Session ID#: 14918
Introduction
This is a subtitle or bulleted list
Emtec
EMTEC THE COMPANY
 Serving clients for over 46 years
 14 locations, including 8 development centers
 Over 1,000 full-time professionals
 Voted One of the Top 100 Places to Work by Crain’s
Chicago in 2012
 Our consultants have an average of 14 years of
experience. Nearly 45% have advanced certifications
 73% of our PMs, Architects & Consultants worked at Tier
1 consultancies in a previous life
 $255M IT Services Provider
 Regularly compete & win against larger IT service
providers
EMTEC SERVICES AT A GLANCE
• Emtec has completed more than 1,100 Package Application
engagements, including:
- 200+ Oracle ERP clients with more than 415 engagements
- 206 EPM / Hyperion & OBIEE clients and 323 engagements
- 186 Microsoft clients and more than 255 projects
• Emtec is a premier provider of SaaS and Emerging technologies
solutions, including 51 Salesforce Clients with more than 75
engagements, Including Sales Cloud, Service Cloud and Custom
Cloud
• Emtec has performed more than 6.3M hours of application
development and maintenance work ranging from Business
Analysis to Product Development
• Emtec has served more than 565 Infrastructure services clients
where we have:
- Deployed more than 1.85M servers, personal computers,
tablets and mobile devices
- Installed or provided more than 925 exabytes of storage
(That’s a whole lot…)
- Triaged more than 30,000 L1 support incidents
- Implemented service management solutions for more than 125
clients
EMTEC AROUND THE WORLD
US Locations
• Radnor, PA (HQ)
• Atlanta, GA
• Chicago, IL
• Dayton, OH
• Fremont, CA
• Jacksonville, FL
• Herndon, VA
• Minneapolis, MN
• Springfield, NJ
• St. Louis, MO
Global Offices
• Toronto, Canada
• Ottawa, Canada
• Pune, India
• Bangalore, India
Karthik Mada
■ BI Practice Manager @ Emtec
■ Oracle Certified Specialist / Oracle Partner Network Certified
Specialist
■ Over 10 years of experience working with Oracle BI products
■ Co-Developed Oracle Essbase Cube Builder (OECB) with
Oracle Development
■ Several successful implementations of OBIA and BIFS
■ Integrated OBIEE with Essbase, Hyperion Planning,
Salesforce, SharePoint and PeopleSoft Portal
OBIA overview (OOTB)
This is a subtitle or bulleted list
What does OBIA do to your Transactional
Data
ERP
Role based dashboards
Metrics/KPIs
Subject Areas
Physical Data Maps
OBIEE Repository
Dictionary (RPD)
Security
Business Analytics
Data Warehouse (BAW)
ETL Process
Essbase
Data is Consolidated and Transformed
■ Dimensional Data Model
BAW is a dimensionalized model for better
reporting
■ Aggregate Tables & Indexes
▪ W_GL_BALANCE_A
▪ W_AR_BALANCE_A
▪ W_AP_BALANCE_A
Overview of OOTB OBIA (Optimizers)
Things to Consider
This is a subtitle or bulleted list
Difference between Small-Medium, Large
and Very Large volume of data
■ Transactional/Source Data Volume
▪ Small – Up to 200 GB
▪ Medium – 200 to 400 GB
▪ Large – 400 to 800GB
▪ Very Large – 800GB and above
How data volume effects OBIA
implementation
■ ETL runs will take more amount time
■ Data warehouse will not perform optimally as it needs to
return a larger volume of dataset each time
■ Pre-built/RPD calculations takes more time
■ Reports and Dashboards will take longer time to render
Performance Enhancements
This is a subtitle or bulleted list
ETL Optimization
■ Analyze logs to identify where the bottleneck is?
■ Add Hints to Source Qualifiers
■ Add Indexes on the Source Tables
■ Add Indexes on Staging Tables in Data Warehouse
■ Is drop/create Indexes needed?
DW Optimization
■ Add Indexes
▪ Bitmap indexes added to
W_GL_ACCOUNT_D
— Account_Seg1_Code
— Account_Seg3_Code
— Account_Seg10_Code
■ Aggregate Tables
▪ W_AP_XACT_AGG1_A
▪ W_AP_XACT_AGG2_A
▪ HUMW_AP_XACT_GRPACC
T_FSCLQTR_A
▪ W_AP_INV_DIST_F_AGG1_
A
▪ W_GL_OTHER_AGG_A
▪ W_GL_BALANCE_AGG1_A
RPD Optimization
■ Add Hints to Tables in Physical Layer
■ Optimize BI Server utilization
▪ Move derived measures to Database as necessary
— DSO Calculation
— DPO Calculation
■ Prioritize LTS to use Aggregate tables
■ Partition Large Fact tables
Dashboards and Reports Optimization
■ Conduct JAD session on how frequently data in the
dashboards is consumed
■ Adjust Dashboard Prompts/Filter to generate more specific
data based on indices
What is your Retention Policy?
This is a subtitle or bulleted list
Retention Policy
■ How do I control my dataset over a period of time?
▪ How much data should I have in my data warehouse?
▪ Do I purge my historical data or archive it?
▪ What are my options on reporting against achieved data
ETL run schedules
This is a subtitle or bulleted list
ETL run schedules
■ What should be the frequency of ETL runs?
■ How do you address real-time reporting during the close
periods?
Please complete the session
evaluation
We appreciate your feedback and insight
You may complete the session evaluation either
on paper or online via the mobile app

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OBIA Data Optimization and Performance Enhancing Techniques

  • 1. REMINDER Check in on the COLLABORATE mobile app OBIA Data Optimization and Performance Enhancing Techniques Prepared by: Karthik Mada BI Practice Manager Emtec, Inc. Session ID#: 14918
  • 2. Introduction This is a subtitle or bulleted list
  • 3. Emtec EMTEC THE COMPANY  Serving clients for over 46 years  14 locations, including 8 development centers  Over 1,000 full-time professionals  Voted One of the Top 100 Places to Work by Crain’s Chicago in 2012  Our consultants have an average of 14 years of experience. Nearly 45% have advanced certifications  73% of our PMs, Architects & Consultants worked at Tier 1 consultancies in a previous life  $255M IT Services Provider  Regularly compete & win against larger IT service providers EMTEC SERVICES AT A GLANCE • Emtec has completed more than 1,100 Package Application engagements, including: - 200+ Oracle ERP clients with more than 415 engagements - 206 EPM / Hyperion & OBIEE clients and 323 engagements - 186 Microsoft clients and more than 255 projects • Emtec is a premier provider of SaaS and Emerging technologies solutions, including 51 Salesforce Clients with more than 75 engagements, Including Sales Cloud, Service Cloud and Custom Cloud • Emtec has performed more than 6.3M hours of application development and maintenance work ranging from Business Analysis to Product Development • Emtec has served more than 565 Infrastructure services clients where we have: - Deployed more than 1.85M servers, personal computers, tablets and mobile devices - Installed or provided more than 925 exabytes of storage (That’s a whole lot…) - Triaged more than 30,000 L1 support incidents - Implemented service management solutions for more than 125 clients EMTEC AROUND THE WORLD US Locations • Radnor, PA (HQ) • Atlanta, GA • Chicago, IL • Dayton, OH • Fremont, CA • Jacksonville, FL • Herndon, VA • Minneapolis, MN • Springfield, NJ • St. Louis, MO Global Offices • Toronto, Canada • Ottawa, Canada • Pune, India • Bangalore, India
  • 4. Karthik Mada ■ BI Practice Manager @ Emtec ■ Oracle Certified Specialist / Oracle Partner Network Certified Specialist ■ Over 10 years of experience working with Oracle BI products ■ Co-Developed Oracle Essbase Cube Builder (OECB) with Oracle Development ■ Several successful implementations of OBIA and BIFS ■ Integrated OBIEE with Essbase, Hyperion Planning, Salesforce, SharePoint and PeopleSoft Portal
  • 5. OBIA overview (OOTB) This is a subtitle or bulleted list
  • 6. What does OBIA do to your Transactional Data ERP Role based dashboards Metrics/KPIs Subject Areas Physical Data Maps OBIEE Repository Dictionary (RPD) Security Business Analytics Data Warehouse (BAW) ETL Process Essbase
  • 7. Data is Consolidated and Transformed
  • 8. ■ Dimensional Data Model BAW is a dimensionalized model for better reporting
  • 9. ■ Aggregate Tables & Indexes ▪ W_GL_BALANCE_A ▪ W_AR_BALANCE_A ▪ W_AP_BALANCE_A Overview of OOTB OBIA (Optimizers)
  • 10. Things to Consider This is a subtitle or bulleted list
  • 11. Difference between Small-Medium, Large and Very Large volume of data ■ Transactional/Source Data Volume ▪ Small – Up to 200 GB ▪ Medium – 200 to 400 GB ▪ Large – 400 to 800GB ▪ Very Large – 800GB and above
  • 12. How data volume effects OBIA implementation ■ ETL runs will take more amount time ■ Data warehouse will not perform optimally as it needs to return a larger volume of dataset each time ■ Pre-built/RPD calculations takes more time ■ Reports and Dashboards will take longer time to render
  • 13. Performance Enhancements This is a subtitle or bulleted list
  • 14. ETL Optimization ■ Analyze logs to identify where the bottleneck is? ■ Add Hints to Source Qualifiers ■ Add Indexes on the Source Tables ■ Add Indexes on Staging Tables in Data Warehouse ■ Is drop/create Indexes needed?
  • 15. DW Optimization ■ Add Indexes ▪ Bitmap indexes added to W_GL_ACCOUNT_D — Account_Seg1_Code — Account_Seg3_Code — Account_Seg10_Code ■ Aggregate Tables ▪ W_AP_XACT_AGG1_A ▪ W_AP_XACT_AGG2_A ▪ HUMW_AP_XACT_GRPACC T_FSCLQTR_A ▪ W_AP_INV_DIST_F_AGG1_ A ▪ W_GL_OTHER_AGG_A ▪ W_GL_BALANCE_AGG1_A
  • 16. RPD Optimization ■ Add Hints to Tables in Physical Layer ■ Optimize BI Server utilization ▪ Move derived measures to Database as necessary — DSO Calculation — DPO Calculation ■ Prioritize LTS to use Aggregate tables ■ Partition Large Fact tables
  • 17. Dashboards and Reports Optimization ■ Conduct JAD session on how frequently data in the dashboards is consumed ■ Adjust Dashboard Prompts/Filter to generate more specific data based on indices
  • 18. What is your Retention Policy? This is a subtitle or bulleted list
  • 19. Retention Policy ■ How do I control my dataset over a period of time? ▪ How much data should I have in my data warehouse? ▪ Do I purge my historical data or archive it? ▪ What are my options on reporting against achieved data
  • 20. ETL run schedules This is a subtitle or bulleted list
  • 21. ETL run schedules ■ What should be the frequency of ETL runs? ■ How do you address real-time reporting during the close periods?
  • 22. Please complete the session evaluation We appreciate your feedback and insight You may complete the session evaluation either on paper or online via the mobile app