THE FUTURE OF ANALYTICS IS HERE
Deepak Ramanathan
Information Management – Asia Pacific (North)


       Copyright © 2011, SAS Institute Inc. All rights reserved.   1
Copyright © 2011, SAS Institute Inc. All rights reserved.   2
Business Analytics is the #1 technology area
to gain competitive edge in the years ahead.
                                               - IDC survey of 1,000 CIOs / Executives, 2/11




Copyright © 2011, SAS Institute Inc. All rights reserved.                                      3
GOING BIG Key Dimensions




                             Analytics
Data
                                                                  Platforms

                  Copyright © 2011, SAS Institute Inc. All rights reserved.
BIG DATA SIZE




Source: IDC Digital Universe Study, sponsored by EMC, May 2010   Copyright © 2011, SAS Institute Inc. All rights reserved.
OUR
PERSPECTIVE
              WORD OF THE DAY


    Yottabyte
    The yottabyte (derived from the SI prefix yotta - ) is
    a unit of information or computer storage equal to
    one septillion (one long scale quadrillion or
    1024) bytes (one quadrillion gigabytes). The unit
    symbol for the yottabyte is YB.


                      Copyright © 2011, SAS Institute Inc. All rights reserved.
OUR
PERSPECTIVE
              Big Data is RELATIVE not ABSOLUTE



    Big Data (Noun)

     When volume, velocity and variety of data exceeds an
     organization’s storage or compute capacity for accurate
     and timely decision-making




                       Copyright © 2011, SAS Institute Inc. All rights reserved.
THRIVING IN THE BIG DATA ERA


                   VOLUME
                   VARIETY
DATA SIZE




                   VELOCITY
                   VALUE




                         TODAY                                                              THE FUTURE


                                           Copyright © 2011, SAS Institute Inc. All rights reserved.
GOING BIG Key Dimensions




                            Analytics




                 Copyright © 2011, SAS Institute Inc. All rights reserved.
ADVANCED ANALYTICS
                                                                                                           TEXT ANALYTICS
                                                                                            Finding treasures in unstructured data
                                                                                                  like social media or survey tools
FORECASTING
                                                                                                        that could uncover insights
Leveraging historical data                                                                              about consumer sentiment
to drive better insight into
decision-making
for the future


                                                     INFORMATION
                                                     MANAGEMENT
                                                                                                              OPTIMIZATION
                                                                                                                 Analyze massive
DATA MINING                                                                                                    amounts of data in
Mine transaction databases                                                                                     order to accurately
for data of spending patterns                                                                               identify areas likely to
that indicate a stolen card..                                                                                   produce the most
                                                                                                                 profitable results
                                               STATISTICS
                                Copyright © 2011, SAS Institute Inc. All rights reserved.                                              10
THE ANALYTICS LIFECYCLE


                                                             IDENTIFY /
                                                            FORMULATE
BUSINESS                          EVALUATE /                 PROBLEM                                      BUSINESS
MANAGER                            MONITOR                                           DATA                 ANALYST
                                   RESULTS                                        PREPARATION
Domain Expert                                                                                             Data Exploration
Makes Decisions                                                                                           Data Visualization
Evaluates Processes and ROI                                                                               Report Creation

                              DEPLOY
                              MODEL                                                            DATA
                                                                                            EXPLORATION



IT SYSTEMS /                                                                                              DATA MINER /
MANAGEMENT                       VALIDATE                                                                 STATISTICIAN
                                  MODEL                                           TRANSFORM
Model Validation                                                                   & SELECT               Exploratory Analysis
Model Deployment                                            BUILD
                                                                                                          Descriptive Segmentation
Model Monitoring                                            MODEL                                         Predictive Modeling
Data Preparation



                                       Copyright © 2011, SAS Institute Inc. All rights reserved.
GOING BIG Key Dimensions




                                                                 Platforms

                 Copyright © 2011, SAS Institute Inc. All rights reserved.
Trends in Platforms
                                                                               $20
                                                                               $18
      Hadoop
                          COST PER TERABYTE                                    $16                        COST PER GIGABYTE
Microsoft PDW                                                                  $14
                                                                               $12
       Oracle
                                                                               $10
   Greenplum                                                                    $8
     Teradata                                                                   $6
                                                                                $4
      Vertica                                                                   $2
                                                                               $-
                $-   $20,000 $40,000 $60,000 $80,000 $100,000

                          Today   2009



                               COST OF STORAGE, MEMORY, COMPUTING
                                       In 2000 a GB of Disk $17 today < $0.07
                                       In 2000 a GB of Ram $1800 today < $1
                                  In 2009 a TB of RDBMS was $70K today < $ 20K



                                              Copyright © 2011, SAS Institute Inc. All rights reserved.

Future of Analytics is here

  • 1.
    THE FUTURE OFANALYTICS IS HERE Deepak Ramanathan Information Management – Asia Pacific (North) Copyright © 2011, SAS Institute Inc. All rights reserved. 1
  • 2.
    Copyright © 2011,SAS Institute Inc. All rights reserved. 2
  • 3.
    Business Analytics isthe #1 technology area to gain competitive edge in the years ahead. - IDC survey of 1,000 CIOs / Executives, 2/11 Copyright © 2011, SAS Institute Inc. All rights reserved. 3
  • 4.
    GOING BIG KeyDimensions Analytics Data Platforms Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 5.
    BIG DATA SIZE Source:IDC Digital Universe Study, sponsored by EMC, May 2010 Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 6.
    OUR PERSPECTIVE WORD OF THE DAY Yottabyte The yottabyte (derived from the SI prefix yotta - ) is a unit of information or computer storage equal to one septillion (one long scale quadrillion or 1024) bytes (one quadrillion gigabytes). The unit symbol for the yottabyte is YB. Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 7.
    OUR PERSPECTIVE Big Data is RELATIVE not ABSOLUTE Big Data (Noun) When volume, velocity and variety of data exceeds an organization’s storage or compute capacity for accurate and timely decision-making Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 8.
    THRIVING IN THEBIG DATA ERA VOLUME VARIETY DATA SIZE VELOCITY VALUE TODAY THE FUTURE Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 9.
    GOING BIG KeyDimensions Analytics Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 10.
    ADVANCED ANALYTICS TEXT ANALYTICS Finding treasures in unstructured data like social media or survey tools FORECASTING that could uncover insights Leveraging historical data about consumer sentiment to drive better insight into decision-making for the future INFORMATION MANAGEMENT OPTIMIZATION Analyze massive DATA MINING amounts of data in Mine transaction databases order to accurately for data of spending patterns identify areas likely to that indicate a stolen card.. produce the most profitable results STATISTICS Copyright © 2011, SAS Institute Inc. All rights reserved. 10
  • 11.
    THE ANALYTICS LIFECYCLE IDENTIFY / FORMULATE BUSINESS EVALUATE / PROBLEM BUSINESS MANAGER MONITOR DATA ANALYST RESULTS PREPARATION Domain Expert Data Exploration Makes Decisions Data Visualization Evaluates Processes and ROI Report Creation DEPLOY MODEL DATA EXPLORATION IT SYSTEMS / DATA MINER / MANAGEMENT VALIDATE STATISTICIAN MODEL TRANSFORM Model Validation & SELECT Exploratory Analysis Model Deployment BUILD Descriptive Segmentation Model Monitoring MODEL Predictive Modeling Data Preparation Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 12.
    GOING BIG KeyDimensions Platforms Copyright © 2011, SAS Institute Inc. All rights reserved.
  • 13.
    Trends in Platforms $20 $18 Hadoop COST PER TERABYTE $16 COST PER GIGABYTE Microsoft PDW $14 $12 Oracle $10 Greenplum $8 Teradata $6 $4 Vertica $2 $- $- $20,000 $40,000 $60,000 $80,000 $100,000 Today 2009 COST OF STORAGE, MEMORY, COMPUTING In 2000 a GB of Disk $17 today < $0.07 In 2000 a GB of Ram $1800 today < $1 In 2009 a TB of RDBMS was $70K today < $ 20K Copyright © 2011, SAS Institute Inc. All rights reserved.