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Building Your Big Data
  Analytics Strategy: Block by
             Block



                         @impetuscalling




                     Recorded version available at                  1
http://www.impetus.com/webinar_registration?event=archived&eid=53
Outline

                      Building a Big Data Strategy
                         Big Data & 3V’s
                                    3V s
                         3 V’s model
                         Big Data Analytics Lifecycle
                      Strategy Selection
                      Technology Selection
                         Hadoop E
                         H d    Ecosystem
                                      t
                         Alternative
                      Putting it Together
                            g      g
                      Case Studies and Applications
                      Q&A’s

                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   2
Building a Big Data Strategy

                      Gather Requirements
                         What needs to be done?
                                                                     Requirements
                         Objectives
                      Choose Candidate Strategy Options                          Candidate
                                                                                  Strategy
                         Patterns & Best Practices                               Selection


                      Choose Tools and Technology                                              Tools &
                                                                                             Technology
                                                                                              Selection
                      Implementation
                      I l        i
                         Operational Readiness                                                        Implementation




                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53                         3
Big Data & 3V’s Model

                      What is Big Data?
                         Define by size or volume
                         or by ‘breakdown’


                      3V’s model
                         Variety of Data
                         Volume of D t
                         V l     f Data
                         Velocity of Data




                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   4
Big Data Analytics Life Cycle




                                            Ingestion                                     Visualization




                      Creation                                      Analysis




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53                   5
BIG Data Analytics Life Cycle: Concerns




                                            Ingestion                                     Visualization
          •   Storage                                        • Tools &
          •   Elasticity                                       Technologies
                                     • Integrations          • Testing               • Channels
          •   Monitoring
                                     • Tools &               • Pre Built             • In Memory
          •   Compression
                   p                   Technologies                                    Support
                                                               Solutions
                                     • Standardization                               • Standardization

                      Creation                                      Analysis




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53                   6
BIG Data Analytics Life Cycle & 3V’s


                      Simple and potent tool to analyze strategy requirements
                         Answer simple questions of how much what type and at what rate
                                                        much,
                      Applicable to each phase
                      Using matrix to select suitable strategy
                          g                                 gy
                      Dictates the potential choice of solutions, tools & technologies




                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   7
BIG Data Analytics Life Cycle & 3V’s



                                                 How M h?
                                                 H   Much?           What T
                                                                     Wh t Type?
                                                                              ?           What R t ?
                                                                                          Wh t Rate?


                      Creation
                      •   Storage
                      •   Elasticity
                      •   Monitoring
                      •   Compression

                      Ingestion
                      Analysis
                      Visualization

                                               Recorded version available at 
Impetus Proprietary       http://www.impetus.com/webinar_registration?event=archived&eid=53            8
Strategy Selection




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   9
Big Data Analytics Strategy


                      Creation             Ingestion               Analysis             Visualization




                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53               10
Technology Selection




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   11
The Hadoop Ecosystem




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   12
Alternate/Emerging Options

                      Making stuff Faster
                         Pervasive Datarush Hstreaming
                                   Datarush,
                         Cloud Map Reduce
                         HPCC, Datastax Brisk, Platform Computing
                         MARS, GPMR
                         Major MPPs-in-database MR-Oracle, Aster etc
                         Hadapt
                      NOSQL
                         Cassandra, MongoDB, Hbase
                         Riak
                         Redis


                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   13
Alternate/Emerging Options

                      Graph Type DB’s
                         Neo4j
                         HyperGraphDB
                         InfiniteGraph
                         Pregel
                         Trinity
                      Faster SQL DB’s
                                 DB s
                         VoltDB, Clustrix
                      Hardware + Software Solutions
                         Exadata , Parstream
                         Virtualized Options of Hardware + Software Solutions such as
                          e ou d
                         Xeround

                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   14
Putting it Together




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   15
Indirect Analytics over Hadoop




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   16
Direct Analytics over Hadoop




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   17
Analytics over Hadoop with MPP DW




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   18
Case Studies




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53   19
Social Media Analytics

                      Problem Statement
                         Analytics on huge data sets populated from live streaming data
                         Simplifying services, cost reduction, proactive analysis on
                         customer’s feedback
                      Challenges
                         Live data streaming from social media websites
                         Clustering
                              Learn typical comments, demands, questions
                              Value: Helps identify response / behavior anomalies
                         Classification
                              Learn to identify known patterns automatically
                              Value: useful in filtering, pre-emptive addressing, gaining
                              customer confidence
                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   20
Social Media Analytics (cont..)

                      Approach
                         Prepare matrix to capture How Much? What Type? What Rate
                                                       Much?,     Type?,
                         against each phase
                         Use big data solution strategy covering all concerns of big data
                         analytics lifecycle
                      Solution
                         Architected a flexible and scalable solution with near real time
                         streaming of social media d t on d il /h l scheduled j b
                          t     i    f    i l    di data    daily/hourly h d l d jobs
                         Built a solution based on Hadoop, HBase, Hive and Mahout




                                             Recorded version available at 
Impetus Proprietary     http://www.impetus.com/webinar_registration?event=archived&eid=53   21
Solution Overview

                  Creation              Ingestion               Analysis             Visualization




                                           Recorded version available at 
Impetus Proprietary   http://www.impetus.com/webinar_registration?event=archived&eid=53              22
Summing Up


             Creating a matrix to build suitable strategy
                  Enables creation of a platform or a solution to manage 3Vs of data
            Solutions, tools & technologies
                  Hadoop based Big Data Analytics is a scalable and cost effective
                  option
            Strategy selection




                                         Recorded version available at 
Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53   23
About Us

Strategic partners for software product engineering and R&D
Thought
Tho ght leaders in cutting-edge technologies
                   c tting edge
Mature processes and practices that are methodical, yet flexible
Diverse domain expertise



          Our
          O services in Big Data and Analytics
                i    i Bi D t      d A l ti
              Expert consulting
              Proof-of-concept & Implementation
              Support services



                      Recorded version available at 
 http://www.impetus.com/webinar_registration?event=archived&eid=53
Questions




             Please send in your questions
                     using the chat panel




                     Recorded version available at 
http://www.impetus.com/webinar_registration?event=archived&eid=53   25
Thank you
                          y
                   For more information,
           write to us at inquiry@impetus.com




                         @impetuscalling




                     Recorded version available at 
http://www.impetus.com/webinar_registration?event=archived&eid=53
Building Your Big Data Analytics Strategy- Impetus Webinar

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Building Your Big Data Analytics Strategy- Impetus Webinar

  • 1. Building Your Big Data Analytics Strategy: Block by Block @impetuscalling Recorded version available at  1 http://www.impetus.com/webinar_registration?event=archived&eid=53
  • 2. Outline Building a Big Data Strategy Big Data & 3V’s 3V s 3 V’s model Big Data Analytics Lifecycle Strategy Selection Technology Selection Hadoop E H d Ecosystem t Alternative Putting it Together g g Case Studies and Applications Q&A’s Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 2
  • 3. Building a Big Data Strategy Gather Requirements What needs to be done? Requirements Objectives Choose Candidate Strategy Options Candidate Strategy Patterns & Best Practices Selection Choose Tools and Technology Tools & Technology Selection Implementation I l i Operational Readiness Implementation Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 3
  • 4. Big Data & 3V’s Model What is Big Data? Define by size or volume or by ‘breakdown’ 3V’s model Variety of Data Volume of D t V l f Data Velocity of Data Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 4
  • 5. Big Data Analytics Life Cycle Ingestion Visualization Creation Analysis Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 5
  • 6. BIG Data Analytics Life Cycle: Concerns Ingestion Visualization • Storage • Tools & • Elasticity Technologies • Integrations • Testing • Channels • Monitoring • Tools & • Pre Built • In Memory • Compression p Technologies Support Solutions • Standardization • Standardization Creation Analysis Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 6
  • 7. BIG Data Analytics Life Cycle & 3V’s Simple and potent tool to analyze strategy requirements Answer simple questions of how much what type and at what rate much, Applicable to each phase Using matrix to select suitable strategy g gy Dictates the potential choice of solutions, tools & technologies Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 7
  • 8. BIG Data Analytics Life Cycle & 3V’s How M h? H Much? What T Wh t Type? ? What R t ? Wh t Rate? Creation • Storage • Elasticity • Monitoring • Compression Ingestion Analysis Visualization Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 8
  • 9. Strategy Selection Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 9
  • 10. Big Data Analytics Strategy Creation Ingestion Analysis Visualization Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 10
  • 11. Technology Selection Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 11
  • 12. The Hadoop Ecosystem Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 12
  • 13. Alternate/Emerging Options Making stuff Faster Pervasive Datarush Hstreaming Datarush, Cloud Map Reduce HPCC, Datastax Brisk, Platform Computing MARS, GPMR Major MPPs-in-database MR-Oracle, Aster etc Hadapt NOSQL Cassandra, MongoDB, Hbase Riak Redis Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 13
  • 14. Alternate/Emerging Options Graph Type DB’s Neo4j HyperGraphDB InfiniteGraph Pregel Trinity Faster SQL DB’s DB s VoltDB, Clustrix Hardware + Software Solutions Exadata , Parstream Virtualized Options of Hardware + Software Solutions such as e ou d Xeround Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 14
  • 15. Putting it Together Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 15
  • 16. Indirect Analytics over Hadoop Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 16
  • 17. Direct Analytics over Hadoop Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 17
  • 18. Analytics over Hadoop with MPP DW Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 18
  • 19. Case Studies Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 19
  • 20. Social Media Analytics Problem Statement Analytics on huge data sets populated from live streaming data Simplifying services, cost reduction, proactive analysis on customer’s feedback Challenges Live data streaming from social media websites Clustering Learn typical comments, demands, questions Value: Helps identify response / behavior anomalies Classification Learn to identify known patterns automatically Value: useful in filtering, pre-emptive addressing, gaining customer confidence Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 20
  • 21. Social Media Analytics (cont..) Approach Prepare matrix to capture How Much? What Type? What Rate Much?, Type?, against each phase Use big data solution strategy covering all concerns of big data analytics lifecycle Solution Architected a flexible and scalable solution with near real time streaming of social media d t on d il /h l scheduled j b t i f i l di data daily/hourly h d l d jobs Built a solution based on Hadoop, HBase, Hive and Mahout Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 21
  • 22. Solution Overview Creation Ingestion Analysis Visualization Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 22
  • 23. Summing Up Creating a matrix to build suitable strategy Enables creation of a platform or a solution to manage 3Vs of data Solutions, tools & technologies Hadoop based Big Data Analytics is a scalable and cost effective option Strategy selection Recorded version available at  Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 23
  • 24. About Us Strategic partners for software product engineering and R&D Thought Tho ght leaders in cutting-edge technologies c tting edge Mature processes and practices that are methodical, yet flexible Diverse domain expertise Our O services in Big Data and Analytics i i Bi D t d A l ti Expert consulting Proof-of-concept & Implementation Support services Recorded version available at  http://www.impetus.com/webinar_registration?event=archived&eid=53
  • 25. Questions Please send in your questions using the chat panel Recorded version available at  http://www.impetus.com/webinar_registration?event=archived&eid=53 25
  • 26. Thank you y For more information, write to us at inquiry@impetus.com @impetuscalling Recorded version available at  http://www.impetus.com/webinar_registration?event=archived&eid=53