Building Your Big Data  Analytics Strategy: Block by             Block                         @impetuscalling            ...
Outline                      Building a Big Data Strategy                         Big Data & 3V’s                         ...
Building a Big Data Strategy                      Gather Requirements                         What needs to be done?      ...
Big Data & 3V’s Model                      What is Big Data?                         Define by size or volume             ...
Big Data Analytics Life Cycle                                            Ingestion                                     Vis...
BIG Data Analytics Life Cycle: Concerns                                            Ingestion                              ...
BIG Data Analytics Life Cycle & 3V’s                      Simple and potent tool to analyze strategy requirements         ...
BIG Data Analytics Life Cycle & 3V’s                                                 How M h?                             ...
Strategy Selection                                           Recorded version available at Impetus Proprietary   http://ww...
Big Data Analytics Strategy                      Creation             Ingestion               Analysis             Visuali...
Technology Selection                                           Recorded version available at Impetus Proprietary   http://...
The Hadoop Ecosystem                                           Recorded version available at Impetus Proprietary   http://...
Alternate/Emerging Options                      Making stuff Faster                         Pervasive Datarush Hstreaming ...
Alternate/Emerging Options                      Graph Type DB’s                         Neo4j                         Hype...
Putting it Together                                           Recorded version available at Impetus Proprietary   http://w...
Indirect Analytics over Hadoop                                           Recorded version available at Impetus Proprietary...
Direct Analytics over Hadoop                                           Recorded version available at Impetus Proprietary  ...
Analytics over Hadoop with MPP DW                                           Recorded version available at Impetus Propriet...
Case Studies                                           Recorded version available at Impetus Proprietary   http://www.impe...
Social Media Analytics                      Problem Statement                         Analytics on huge data sets populate...
Social Media Analytics (cont..)                      Approach                         Prepare matrix to capture How Much? ...
Solution Overview                  Creation              Ingestion               Analysis             Visualization       ...
Summing Up             Creating a matrix to build suitable strategy                  Enables creation of a platform or a s...
About UsStrategic partners for software product engineering and R&DThoughtTho ght leaders in cutting-edge technologies    ...
Questions             Please send in your questions                     using the chat panel                     Recorded ...
Thank you                          y                   For more information,           write to us at inquiry@impetus.com ...
Building Your Big Data Analytics Strategy- Impetus Webinar
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Building Your Big Data Analytics Strategy- Impetus Webinar

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Building Your Big Data Analytics Strategy- Impetus Webinar

  1. 1. Building Your Big Data Analytics Strategy: Block by Block @impetuscalling Recorded version available at  1http://www.impetus.com/webinar_registration?event=archived&eid=53
  2. 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. 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. 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. 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. 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. 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. 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. 9. Strategy Selection Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 9
  10. 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. 11. Technology Selection Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 11
  12. 12. The Hadoop Ecosystem Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 12
  13. 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. 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. 15. Putting it Together Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 15
  16. 16. Indirect Analytics over Hadoop Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 16
  17. 17. Direct Analytics over Hadoop Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 17
  18. 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. 19. Case Studies Recorded version available at Impetus Proprietary http://www.impetus.com/webinar_registration?event=archived&eid=53 19
  20. 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. 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. 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. 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. 24. About UsStrategic partners for software product engineering and R&DThoughtTho ght leaders in cutting-edge technologies c tting edgeMature processes and practices that are methodical, yet flexibleDiverse 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. 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. 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

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