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Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
LEVERAGING YOUR ANALYTIC CAPACITY TO
DRIVE VALUE FROM YOUR DATA ASSETS
MARC SMITH, SAS PRINCIPAL, INFORMATION MANAGEMENT
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Passport Canada
Read the Full Story
have to be careful how we spend
us to have these tools and develop a
discipline to use that information. For us
having the right information, at the right
about improving the service we provide
Hubert Laferriere
Director, Strategic Management
Business Issue
Passport Canada needed to better forecast its revenues
and demand to appropriately allocate budget and
resources, while improving service delivery and
customer satisfaction.
Solution
SAS® Forecast Server
SAS® Data Integration Studio
SAS® Activity Based-Management
Results/Benefits
Passport Canada has improved its forecast accuracy to
within 5%. Analysts have reduced time spent capturing
and cleaning data by 10%. Passports turnarounds are
now completed in 10 business days.
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Manitoba Centre for Health Policy
Read the Full Story
and letting SAS Enterprise Miner
come up with decision trees to find
out what's important in the
identification of chronic diseases
such as diabetes, asthma and
heart disease."
Charles Burchill
Manager of Program and Analysis System
BusinessIssue
Maintains a comprehensive population-based data repository for
use by research community, which supports the development of
health policies, programs and services for Manitobans.
To meet new provincial requirements around auditing and access
control, while its data was growing at an unprecedented rate.
Solution
SAS® Scalable Performance Data Server
SAS® Enterprise Miner
Results/Benefits
Researchers are now able to build queries in hours instead of
days, helping to provide insights into disease trends and service
use.
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
LA COUNTY
Business Issue
Understand cross-agency service utilization.
Measure the cost of serving the indigent population.
Reduce duplication of services without compromising privacy.
Solution
SAS® Analytics
SAS® Data Integration
DataFlux de-identification tool
Results/Benefits
Discover and correct Service duplication to reduce costs.
Identification of general relief recipients who are eligible for
applied.
Statistical evidence that placing homeless individuals into
apartments is cost-effective.
Predict costs for new programs. Read the Full Story
and difficult budgetary issues.
evidence-based research to
help elected officials
understand the costs and
Manuel Moreno
Director of Research, Chief Executive
Office
5Copyright © 2012 SAS Institute Inc. All rights reserved. 5
Company Confidential - For Internal Use Only
Copyright © 2012, SAS Institute Inc. All rights reserved.
Finding treasures in unstructured data
like social media or survey tools
that could uncover insights
about citizen sentiment
Mine transaction databases
for data of migration patterns
that represent a shift in
composition..
Leveraging historical data
to drive better insight into
trends for the future
Analyze massive
amounts of data in
order to accurately
identify areas likely to
produce the most
sustainable outcome
FORECASTING
DATA MINING
TEXT ANALYTICS
OPTIMIZATION
STATISTICS
ADVANCED ANALYTICS FOR BIG DATA
INFORMATION
MANAGEMENT
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
STRATEGIC
IMPERATIVE
DRIVING THE NEED FOR ANALYTICS
Driving better outcomes through evidence-based
decisions based on sound research and analysis
Improving quality of service and sustainable funding
Efficiency and fact based performance management -
collect data and use it to evaluate whether objectives
are being met and how efficiently
Gaining public trust and providing transparency
through governance, risk and compliance
development and
the public service in
general should be more
evidence-based. This
requires setting clear
objectives based on
sound research and
evidence
Public Services, 2012
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
EXTERNAL
VIEWPOINT
CHALLENGES IN
ANALYTICS ADOPTION
Source:The CurrentState of Business Analytics:Where Do We Go From Here?
Prepared byBloombergBusinessweek Research Services,2011
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
THE SHIFT ANALYTICAL CULTURE
Facts, evidence, analysis as the primary
way of deciding
facts
Data
Enterprise
Leadership
Targets
Analysts
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
DATA THE RAW MATERIAL
The prerequisite for everything analytical
Clean, consistent, accurate, common, integrated,
accessible
Needs to be centralized, linked and governed
- measuring something
new and important
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
DATA QUALITY MULTIPLE VERSIONS OF SAME DX
Site A Site B Site C
HYPERTENSION ESSENTIAL HYPERTENSION* (401) ESSENTIAL, BENIGN HYPERTENSION
ESSENTIAL HYPERTENSION* (401) ESSENTIAL HYPERTENSION* (401.) HYPERTENSION (ESSENTIAL)
ESSENTIAL HYPERTENSION (401) HYPERTENSION NOS (401.9) HYPERTENSION UNCOMPLICATED
HYPERTENSION (401) HYPERTENSION (401)
ESSENTIAL HYPERTENSION (401)
HYPERTENSION
HYPERTENSION (401.9)
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
DATA QUALITY MULTIPLE VERSIONS OF SAME MED
Site A Site B Site C
APO-HYDRO 25MG TABLET METFORMIN HCL 500MG ORAL TABLET INFLUENZA
HYDROCHLOROTHIAZIDE 25MG ORAL
TABLET METFORMIN HCL 500MG TA FLU VACCINE
HYDROCHLOROTHIAZIDE TAB 25MG APO-METFORMIN 500MG TABLET FLUVIRAL
APO-HYDRO 25 MG TABLET APO-METFORMIN - TAB 500MG FLU SHOT
APO HYDRO TAB 25MG VAXIGRIP
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
DATA QUALITY POOR CAPTUREOF RISK FACTORS
Site A Site B Site C
NON-SMOKER TOBACCO NON-SMOKER NON SMOKER
T TOBACCO NEVER SMOKER
EX-SMOKER TOBACCO EX SMOKER QUIT > 1 YEAR
SMOKER: QUITTING TOBACCO NON-SMOKER QUIT < 1 YEAR
SMOKER: NO PLAN TO QUIT TOBACCO SMOKER
SMOKER: ACTIVELY QUITING NEVER SMOKED
TOBACCO USE (305.1) TOBACCO NON SMOKER
SMOKER: ACTIVELY QUITTING
SMOKING
NON SMOKER
NICOTINE ADDICTION
NONSMOKER
EX SMOKER
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
VOLUME
VARIETY
VELOCITY
VALUE
TODAY THE FUTURE
DATASIZE
THE CHALLENGE
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
SAS DATAGOVERNANCE FRAMEWORK
Corporate  
Drivers  
Business  
Framework  
Process  
&  Policy  
Data  
Management  
Data  
Governance  
Execution  
Process  
P  
R  
O  
G  
R  
A  
M  
  
O  
V  
E  
R  
S  
I  
G  
H  
T  
Data  
Governance  
Charter  
Guiding  
Principles  
Decision-­‐  
making  
Bodies  
Decision  
Rights  
Strategic  Priorities:  Public  Trust,  Quality  
of  Service,  Policy  Outcomes,  Open  
Government    
Business  Drivers:  Data  Quality  
Improvement;  Operational  Efficiencies,  
Program  Integrity  
Data  Stewardship  Roles  &  Tasks  
Mechanisms:    Stewardship  Dashboards,  
Workflow  Automation,  Data  Profiling  Tools  
People:    Council,  Stakeholders,  Meeting  Agendas  
Process:    Metrics  Definition,  Workflow,  Council  By-­‐Laws  
Data  
Requirement  
Data  
Architecture  
Data  
Administration  
Metadata  
Management  
Data  
Quality  
Security  &  
Access  
Rights  
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Domain Expert
Makes Decisions
Evaluates Processes and ROI
BUSINESS
MANAGER
Model Validation
Model Deployment
Model Monitoring
Data Preparation
IT SYSTEMS /
MANAGEMENT
Data Exploration
Data Visualization
Report Creation
BUSINESS
ANALYST
Exploratory Analysis
Descriptive Segmentation
Predictive Modeling
DATAMINER /
STATISTICIAN
IDENTIFY /
FORMULATE
PROBLEM
DATA
PREPARATION
DATA
EXPLORATION
TRANSFORM
& SELECT
BUILD
MODEL
VALIDATE
MODEL
DEPLOY
MODEL
EVALUATE /
MONITOR
RESULTS
ANALYTICS LIFECYCLE
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
ANALYTICAL CENTER OF
EXCELLENCE (ACE) CHARTER
To promote the use of analytics and to
support the end-to-end analytical
requirements of the enterprise.
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
** Used with
permission from
Alberta Health
Services
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
Research
Coordination with external organizations / academic centers to
drive research: Establish single point of coordination related to data and
resources that supports the research agenda with academic institutions and other
external organizations.
Senior
Health
Primary
Care/CDM
Public
Health
Clinical
Support
Services
Research
Cardiology
Critical CareCancer
Mental
Health &
Addiction
Bone and
Joint
Respiratory
Emergency
Care
Surgery
Core
Consolidated core functions to drive strategic
analytics: the goal is to establish a single source of
truth, scale and the development of best practices to
answer the key strategic questions for top executives.
  
Major Clinical Program Areas
Distributed clinical resources: Rebalance
resources to have a net increase of embedded analytics
within the major clinical program areas and strategic
programs.
Embedded Analytics
Coordinated
Strategic Analytics
DIMR
Population
Health
observatory
Zones
Activity
Based
Funding
HR
Case
Costing
Strategic Hub and Spoke Model Hybrid
** Used with
permission from
Alberta Health
Services
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
SAS® HIGH
PERFORMANCE
ANALYTICS
-la?
Server NServer 2Server 1
SAS In-Memory
Analytics
SAS High Performance
DeploymentMPIMPI
proc  hplogistic  
data=MPPLib.MyTabl e;;   
      class  A  B  C  D  ;;   
      model  y  =  a  b  c   
b*d  x1-­x100;;   
      output  
out=MPPlib.logout  
pred=p;;   
run;;  
Multiple
Threads
Multiple
Threads
Multiple
Threads
HDFS StorageHDFS StorageHDFS Storage
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
REQUIRES THE RIGHT ARCHITECTURE
High
Performance
Analytics
ANALYTICAL
REPORTING
OPERATIONAL
SYSTEMS
BUILT FOR PURPOSE
ANALYTICAL
DATA STORES
FOUNDATIONAL ENTERPRISE
& ANALYTICAL DATA WAREHOUSE
DATASERVICES
ANALYTICSSERVICES
EDW
ADW
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
SAS® HIGH-­
PERFORMANCE
ANALYTICS
KEY COMPONENTS
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
INFORMATION MANAGEMENT
HOW DO WE DO IT?
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
ANALYTICS
HOW DO WE DO IT?
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
BUSINESS INTELLIGENCE
HOW DO WE DO IT?
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
HIGH-PERFORMANCE ANALYTICS
HOW DO WE DO IT?
BUSINESS SOLUTIONS INFORMATION MANAGEMENT ANALYTICS BUSINESS INTELLIGENCE
Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
ALL IN A SINGLE, SEAMLESS FRAMEWORK
HOW DO WE DO IT?

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LEVERAGING YOUR ANALYTIC CAPACITY TO DRIVE VALUE FROM YOUR DATA ASSETS - Marc Smith

  • 1. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. LEVERAGING YOUR ANALYTIC CAPACITY TO DRIVE VALUE FROM YOUR DATA ASSETS MARC SMITH, SAS PRINCIPAL, INFORMATION MANAGEMENT
  • 2. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. Passport Canada Read the Full Story have to be careful how we spend us to have these tools and develop a discipline to use that information. For us having the right information, at the right about improving the service we provide Hubert Laferriere Director, Strategic Management Business Issue Passport Canada needed to better forecast its revenues and demand to appropriately allocate budget and resources, while improving service delivery and customer satisfaction. Solution SAS® Forecast Server SAS® Data Integration Studio SAS® Activity Based-Management Results/Benefits Passport Canada has improved its forecast accuracy to within 5%. Analysts have reduced time spent capturing and cleaning data by 10%. Passports turnarounds are now completed in 10 business days.
  • 3. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. Manitoba Centre for Health Policy Read the Full Story and letting SAS Enterprise Miner come up with decision trees to find out what's important in the identification of chronic diseases such as diabetes, asthma and heart disease." Charles Burchill Manager of Program and Analysis System BusinessIssue Maintains a comprehensive population-based data repository for use by research community, which supports the development of health policies, programs and services for Manitobans. To meet new provincial requirements around auditing and access control, while its data was growing at an unprecedented rate. Solution SAS® Scalable Performance Data Server SAS® Enterprise Miner Results/Benefits Researchers are now able to build queries in hours instead of days, helping to provide insights into disease trends and service use.
  • 4. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. LA COUNTY Business Issue Understand cross-agency service utilization. Measure the cost of serving the indigent population. Reduce duplication of services without compromising privacy. Solution SAS® Analytics SAS® Data Integration DataFlux de-identification tool Results/Benefits Discover and correct Service duplication to reduce costs. Identification of general relief recipients who are eligible for applied. Statistical evidence that placing homeless individuals into apartments is cost-effective. Predict costs for new programs. Read the Full Story and difficult budgetary issues. evidence-based research to help elected officials understand the costs and Manuel Moreno Director of Research, Chief Executive Office
  • 5. 5Copyright © 2012 SAS Institute Inc. All rights reserved. 5 Company Confidential - For Internal Use Only Copyright © 2012, SAS Institute Inc. All rights reserved. Finding treasures in unstructured data like social media or survey tools that could uncover insights about citizen sentiment Mine transaction databases for data of migration patterns that represent a shift in composition.. Leveraging historical data to drive better insight into trends for the future Analyze massive amounts of data in order to accurately identify areas likely to produce the most sustainable outcome FORECASTING DATA MINING TEXT ANALYTICS OPTIMIZATION STATISTICS ADVANCED ANALYTICS FOR BIG DATA INFORMATION MANAGEMENT
  • 6. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. STRATEGIC IMPERATIVE DRIVING THE NEED FOR ANALYTICS Driving better outcomes through evidence-based decisions based on sound research and analysis Improving quality of service and sustainable funding Efficiency and fact based performance management - collect data and use it to evaluate whether objectives are being met and how efficiently Gaining public trust and providing transparency through governance, risk and compliance development and the public service in general should be more evidence-based. This requires setting clear objectives based on sound research and evidence Public Services, 2012
  • 7. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. EXTERNAL VIEWPOINT CHALLENGES IN ANALYTICS ADOPTION Source:The CurrentState of Business Analytics:Where Do We Go From Here? Prepared byBloombergBusinessweek Research Services,2011
  • 8. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. THE SHIFT ANALYTICAL CULTURE Facts, evidence, analysis as the primary way of deciding facts Data Enterprise Leadership Targets Analysts
  • 9. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
  • 10. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. DATA THE RAW MATERIAL The prerequisite for everything analytical Clean, consistent, accurate, common, integrated, accessible Needs to be centralized, linked and governed - measuring something new and important
  • 11. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. DATA QUALITY MULTIPLE VERSIONS OF SAME DX Site A Site B Site C HYPERTENSION ESSENTIAL HYPERTENSION* (401) ESSENTIAL, BENIGN HYPERTENSION ESSENTIAL HYPERTENSION* (401) ESSENTIAL HYPERTENSION* (401.) HYPERTENSION (ESSENTIAL) ESSENTIAL HYPERTENSION (401) HYPERTENSION NOS (401.9) HYPERTENSION UNCOMPLICATED HYPERTENSION (401) HYPERTENSION (401) ESSENTIAL HYPERTENSION (401) HYPERTENSION HYPERTENSION (401.9)
  • 12. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. DATA QUALITY MULTIPLE VERSIONS OF SAME MED Site A Site B Site C APO-HYDRO 25MG TABLET METFORMIN HCL 500MG ORAL TABLET INFLUENZA HYDROCHLOROTHIAZIDE 25MG ORAL TABLET METFORMIN HCL 500MG TA FLU VACCINE HYDROCHLOROTHIAZIDE TAB 25MG APO-METFORMIN 500MG TABLET FLUVIRAL APO-HYDRO 25 MG TABLET APO-METFORMIN - TAB 500MG FLU SHOT APO HYDRO TAB 25MG VAXIGRIP
  • 13. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. DATA QUALITY POOR CAPTUREOF RISK FACTORS Site A Site B Site C NON-SMOKER TOBACCO NON-SMOKER NON SMOKER T TOBACCO NEVER SMOKER EX-SMOKER TOBACCO EX SMOKER QUIT > 1 YEAR SMOKER: QUITTING TOBACCO NON-SMOKER QUIT < 1 YEAR SMOKER: NO PLAN TO QUIT TOBACCO SMOKER SMOKER: ACTIVELY QUITING NEVER SMOKED TOBACCO USE (305.1) TOBACCO NON SMOKER SMOKER: ACTIVELY QUITTING SMOKING NON SMOKER NICOTINE ADDICTION NONSMOKER EX SMOKER
  • 14. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. VOLUME VARIETY VELOCITY VALUE TODAY THE FUTURE DATASIZE THE CHALLENGE
  • 15. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. SAS DATAGOVERNANCE FRAMEWORK Corporate   Drivers   Business   Framework   Process   &  Policy   Data   Management   Data   Governance   Execution   Process   P   R   O   G   R   A   M     O   V   E   R   S   I   G   H   T   Data   Governance   Charter   Guiding   Principles   Decision-­‐   making   Bodies   Decision   Rights   Strategic  Priorities:  Public  Trust,  Quality   of  Service,  Policy  Outcomes,  Open   Government     Business  Drivers:  Data  Quality   Improvement;  Operational  Efficiencies,   Program  Integrity   Data  Stewardship  Roles  &  Tasks   Mechanisms:    Stewardship  Dashboards,   Workflow  Automation,  Data  Profiling  Tools   People:    Council,  Stakeholders,  Meeting  Agendas   Process:    Metrics  Definition,  Workflow,  Council  By-­‐Laws   Data   Requirement   Data   Architecture   Data   Administration   Metadata   Management   Data   Quality   Security  &   Access   Rights  
  • 16. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d.
  • 17. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. Domain Expert Makes Decisions Evaluates Processes and ROI BUSINESS MANAGER Model Validation Model Deployment Model Monitoring Data Preparation IT SYSTEMS / MANAGEMENT Data Exploration Data Visualization Report Creation BUSINESS ANALYST Exploratory Analysis Descriptive Segmentation Predictive Modeling DATAMINER / STATISTICIAN IDENTIFY / FORMULATE PROBLEM DATA PREPARATION DATA EXPLORATION TRANSFORM & SELECT BUILD MODEL VALIDATE MODEL DEPLOY MODEL EVALUATE / MONITOR RESULTS ANALYTICS LIFECYCLE
  • 18. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. ANALYTICAL CENTER OF EXCELLENCE (ACE) CHARTER To promote the use of analytics and to support the end-to-end analytical requirements of the enterprise.
  • 19. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. ** Used with permission from Alberta Health Services
  • 20. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. Research Coordination with external organizations / academic centers to drive research: Establish single point of coordination related to data and resources that supports the research agenda with academic institutions and other external organizations. Senior Health Primary Care/CDM Public Health Clinical Support Services Research Cardiology Critical CareCancer Mental Health & Addiction Bone and Joint Respiratory Emergency Care Surgery Core Consolidated core functions to drive strategic analytics: the goal is to establish a single source of truth, scale and the development of best practices to answer the key strategic questions for top executives.   Major Clinical Program Areas Distributed clinical resources: Rebalance resources to have a net increase of embedded analytics within the major clinical program areas and strategic programs. Embedded Analytics Coordinated Strategic Analytics DIMR Population Health observatory Zones Activity Based Funding HR Case Costing Strategic Hub and Spoke Model Hybrid ** Used with permission from Alberta Health Services
  • 21. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. SAS® HIGH PERFORMANCE ANALYTICS -la? Server NServer 2Server 1 SAS In-Memory Analytics SAS High Performance DeploymentMPIMPI proc  hplogistic   data=MPPLib.MyTabl e;;        class  A  B  C  D  ;;        model  y  =  a  b  c   b*d  x1-­x100;;        output   out=MPPlib.logout   pred=p;;   run;;   Multiple Threads Multiple Threads Multiple Threads HDFS StorageHDFS StorageHDFS Storage
  • 22. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. REQUIRES THE RIGHT ARCHITECTURE High Performance Analytics ANALYTICAL REPORTING OPERATIONAL SYSTEMS BUILT FOR PURPOSE ANALYTICAL DATA STORES FOUNDATIONAL ENTERPRISE & ANALYTICAL DATA WAREHOUSE DATASERVICES ANALYTICSSERVICES EDW ADW
  • 23. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. SAS® HIGH-­ PERFORMANCE ANALYTICS KEY COMPONENTS
  • 24. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. INFORMATION MANAGEMENT HOW DO WE DO IT?
  • 25. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. ANALYTICS HOW DO WE DO IT?
  • 26. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. BUSINESS INTELLIGENCE HOW DO WE DO IT?
  • 27. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. HIGH-PERFORMANCE ANALYTICS HOW DO WE DO IT? BUSINESS SOLUTIONS INFORMATION MANAGEMENT ANALYTICS BUSINESS INTELLIGENCE
  • 28. Co p yri g h t © 2 0 1 2 , SA S In stitute In c. A ll ri gh ts re se rve d. ALL IN A SINGLE, SEAMLESS FRAMEWORK HOW DO WE DO IT?