The Briefing Room
Welcome                       Host:                       Eric Kavanagh                       eric.kavanagh@bloorgroup.com...
Mission  !   Reveal the essential characteristics of enterprise software,      good and bad  !   Provide a forum for detai...
December: Innovators January: Big Data February: Analytics March: Data in MotionTwitter Tag: #briefr     The Briefing Room
Innovators  !   Necessity is the mother      of invention, and the      need for unified access      is driving innovation...
Analyst: Krish Krishnan                       Mr. Krishnan is a recognized expert in the                       strategy, a...
Teradata    !   Teradata is known for its analytic data solutions with a        focus on integrated data warehousing, big ...
Imad Birouty    Imad Birouty is the Program Marketing    Manager for the Teradata Analytical    Ecosystem, which includes ...
TERADATA UNITY AND THEUNIFIED DATA ARCHITECTUREImad BiroutyProgram Marketing Manager
TERADATA UNITY
Teradata Unified Data Architecture                                                                               Teradata ...
Teradata Unified Data Architecture                                                                               Teradata ...
Teradata Unified Data Architecture                                                                                       T...
Teradata Unified Data Architecture                                                                                        ...
Teradata Unified Data Architecture                                                                                        ...
Teradata Unified Data Architecture VIEWPOINT                                           UNITY                              ...
Teradata Unified Data Architecture                                      Business Analysts            Marketing         Fro...
Teradata’s Analytical Ecosystem Benefits•  Meet service level goals     >  The right data, in the right place, at the righ...
Teradata UnityIntegrated portfolio that turns amulti-system environment into anorchestrated Analytical Ecosystem          ...
Unity Director Provides Query Management Reads•  Two methods for Read queries  >  User session routing  >  Individual quer...
Unity Director Provides Query Management Reads•  Two methods for Read queries  >  User session routing  >  Individual quer...
Unity Director Provides Query Management Reads•  Two methods for Read queries  >  User session routing  >  Individual quer...
Unity Director Provides Query Management  Writes•  Three methods for Write operations   >  Default, Create Preferred, Crea...
Unity Director Provides Query Management  Writes•  Three methods for Write operations   >  Default, Create Preferred, Crea...
Unity Director Provides Query Management  Writes•  Three methods for Write operations   >  Default, Create Preferred, Crea...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported ...
TERADATA UNIFIED DATAARCHITECTURE
UNIFIED DATA ARCHITECTURE     Big Data Analytics                  DISCOVERY                                 INTEGRATED    ...
Discovery Platform Data Sources                                        Discovery           Discovery Tools     Users Non  ...
Hadoop Use Cases Validated with Customers•  Land/source operational data     -  Only one extract from source system•  Hist...
Teradata Unified Data Architecture                      Data Scientists      Business Analysts            Marketing       ...
Teradata Unified Data Architecture                      Data Scientists      Business Analysts        Marketing         Fr...
Teradata Unified Data Architecture                      Data Scientists      Business Analysts        Marketing         Fr...
INTRODUCINGTERADATA ASTER BIGANALYTICS APPLIANCE3HIndustry’s First Big Analytics Appliancewith Aster and Hadoop in the sam...
Aster SQL-H™ A Business User’s Bridge to Analyze Hadoop Data                                                              ...
Teradata Unified Data Architecture                       Data Scientists      Business Analysts            Marketing      ...
Teradata Viewpoint IntegrationEasier, Faster, and Better System ManagementCommon Management Consolefor Aster, Teradata and...
Improve Supportability with Teradata Vital Infrastructure•  Customers that want to   improve supportability         Regula...
Teradata Unified Data Architecture                                      Business Analysts            Marketing         Fro...
Teradata Unified Data Architecture                       Data Scientists       Business Analysts            Marketing     ...
Thank You!               Questions                  and Answers46   12/4/12
Perceptions & Questions                       Analyst:                       Krish KrishnanTwitter Tag: #briefr           ...
Next	  Generation	  Data	         Warehouse	  Designing	  &	  Building	  Scalable	  Data	  Warehouse	  Infrastructures	   ...
State	  of	  Data	  Today	                             @2012	  Copyright	  Sixth	  Sense	  Advisors	  
Corporate	  Decision	  Support	  Data	       Semi-­‐  Structured	       Data	                                  @2012	  Cop...
Data	  Distribution	  Today	                           @2012	  Copyright	  Sixth	  Sense	  Advisors	  
Data	  Workloads	  &	  Processing	                                                                      Datamarts	  &	  Tr...
Workload	  Challenge	  S  Issues	                                                  S  Requirements	       S  Long	  run...
Workload	  Isolation	     Semi-­‐Structured	     Data	                                        @2012	  Copyright	  Sixth	  ...
BeneGits	  S  Requirements	     S  Assigning	  the	  appropriate	  systems	  and	  processes	  to	  manage	          wor...
Questions	  S  What	  are	  the	  key	  drivers	  behind	  the	  “unity”	  architecture?	  S  What	  is	  the	  biggest	...
Thank	  You	  Krish	  Krishnan	  rkrish1124@yahoo.com	  Twi]er	  Handle:	  @datagenius	                                   ...
Twitter Tag: #briefr   The Briefing Room
Upcoming Topics   This month: Innovators   January: Big Data   February: Analytics   2013 Editorial Calendar        www.in...
Thank You                        for Your                       AttentionTwitter Tag: #briefr               The Briefing R...
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Unity: Because the Sum is Greater than the Parts

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The Briefing Room with Krish Krishnan and Teradata
Live Webcast on Dec. 4, 2012

The current Holy Grail of analytical systems is the Unified Data Architecture: a management layer that connects people and systems to all the appropriate information sources, both structured and unstructured, across the entire enterprise. The idea is to provide a strategic view of information assets, ideally with an intelligent metadata layer that helps users align salient data sets, thus enabling a big-picture perspective that fosters insight, collaboration and improvement.

Check out this episode of The Briefing Room to hear veteran Analyst Krish Krishnan explain why we're closer than ever to achieving this holistic perspective for data assets. He'll be briefed by Imad Birouty of Teradata, who will tout his company's Unity offering, a management environment for connecting Teradata systems of all shapes and sizes. He'll explain how Unity allows users to navigate through complex information architectures, route queries to specific data sources, even access Big Data in Hadoop via AsterSQL. Birouty will also offer a sneak peek at Shark, a new project spun out of the Kickfire acquisition, which promises super-high performance queries on specific workloads.

Visit: http://www.insideanalysis.com

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Unity: Because the Sum is Greater than the Parts

  1. 1. The Briefing Room
  2. 2. Welcome Host: Eric Kavanagh eric.kavanagh@bloorgroup.comTwitter Tag: #briefr The Briefing Room
  3. 3. Mission !   Reveal the essential characteristics of enterprise software, good and bad !   Provide a forum for detailed analysis of today s innovative technologies !   Give vendors a chance to explain their product to savvy analysts !   Allow audience members to pose serious questions... and get answers!Twitter Tag: #briefr The Briefing Room
  4. 4. December: Innovators January: Big Data February: Analytics March: Data in MotionTwitter Tag: #briefr The Briefing Room
  5. 5. Innovators !   Necessity is the mother of invention, and the need for unified access is driving innovation !   Big Data, Cloud and Photo by George P. Landow (www.victorianweb.org) Social Media are the horses in front of the carriage !   Users want easier, faster and better system management This image may be used without prior permission for any scholarly or educational purposeTwitter Tag: #briefr The Briefing Room
  6. 6. Analyst: Krish Krishnan Mr. Krishnan is a recognized expert in the strategy, architecture and implementation of high performance data warehousing solutions and unstructured data. He co-authored “Building the Unstructured Data Warehouse” along with Bill Inmon. He also has written eBooks, over 150 articles, viewpoints and case studies in Big Data, Business Intelligence, Data Warehousing, Data Warehouse Appliances and High Performance Architectures. Mr. Krishnan currently is promoting the next generation of data warehousing, focusing on Big Data, Semantic Technologies, Crowdsourcing, Analytics, and Platform Engineering. He leads the Data Warehouse Appliance and Architectures Expert Channel at BEyeNetwork.com and publishes with www.beyenetwork.comkkrishnan.Twitter Tag: #briefr The Briefing Room
  7. 7. Teradata !   Teradata is known for its analytic data solutions with a focus on integrated data warehousing, big data analytics and business applications. !   It offers a broad suite of technology platforms and solutions, and a wide range of data management applications and data mining capabilities. !   Teradata is now offering an integrated portfolio that turns a multi-system environment into an Analytical Ecosystem.Twitter Tag: #briefr The Briefing Room
  8. 8. Imad Birouty Imad Birouty is the Program Marketing Manager for the Teradata Analytical Ecosystem, which includes features such as Teradata Unity and Teradata’s Dual Active Solution. Imad is also responsible for Teradata’s Data Mart Consolidation program, the Value of Integrated Data, and Total Cost of Ownership. Prior to this, Imad led the Product Management team responsible for the NCR Platform including the processing nodes, BYNET Interconnect, Server Management, and Operating Systems. He set product strategy and direction and was responsible for seven major platform releases spanning 8 years.Twitter Tag: #briefr The Briefing Room
  9. 9. TERADATA UNITY AND THEUNIFIED DATA ARCHITECTUREImad BiroutyProgram Marketing Manager
  10. 10. TERADATA UNITY
  11. 11. Teradata Unified Data Architecture Teradata Analytical Ecosystem INTEGRATED DATA WAREHOUSE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP11 12/4/12
  12. 12. Teradata Unified Data Architecture Teradata Analytical Ecosystem INTEGRATED DATA WAREHOUSE DATA LAB AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP12 12/4/12
  13. 13. Teradata Unified Data Architecture Teradata Analytical Ecosystem INTEGRATED DATA WAREHOUSE DATA DATA LAB MARTS ANALYTICAL TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP13 12/4/12
  14. 14. Teradata Unified Data Architecture Teradata Analytical Ecosystem INTEGRATED DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP14 12/4/12
  15. 15. Teradata Unified Data Architecture Teradata Analytical Ecosystem DUAL INTEGRATED SYSTEMS DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP15 12/4/12
  16. 16. Teradata Unified Data Architecture VIEWPOINT UNITY SUPPORT Teradata Analytical Ecosystem DUAL INTEGRATED SYSTEMS DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP16 12/4/12
  17. 17. Teradata Unified Data Architecture Business Analysts Marketing Front-Line Workers Customers / Partners Executives Operational Systems VIEWPOINT DATA MINING BUSINESS INTELLIGENCE APPLICATIONS SUPPORT Teradata Analytical Ecosystem DUAL INTEGRATED SYSTEMS DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP17 12/4/12
  18. 18. Teradata’s Analytical Ecosystem Benefits•  Meet service level goals >  The right data, in the right place, at the right time, for the right users >  Track application readiness•  Resource optimization >  Match application profiles to the right Teradata platform >  Availability, performance, cost •  Investment protection >  Seamless application portability between Teradata platforms >  Platform repurposing •  One source support for Teradata products and services18 12/4/12
  19. 19. Teradata UnityIntegrated portfolio that turns amulti-system environment into anorchestrated Analytical Ecosystem Teradata Unity Unity Director Unity Loader Unity Data Unity Ecosystem Mover Manager Query routing and High volume, Data End-to-end monitoring database intelligent data movement across data warehouse synchronization loading to between components between Teradata multiple Teradata Teradata Systems systems systems19 12/4/12
  20. 20. Unity Director Provides Query Management Reads•  Two methods for Read queries >  User session routing >  Individual query routing 20 12/4/12
  21. 21. Unity Director Provides Query Management Reads•  Two methods for Read queries >  User session routing >  Individual query routing Controlled Routing (Named, Preferred) Great for session and workload control across systems, especially when high availability failover is required 21 12/4/12
  22. 22. Unity Director Provides Query Management Reads•  Two methods for Read queries >  User session routing >  Individual query routing Controlled Routing Automatic Routing (Named, Preferred) (Automatic) Great for session and workload Great when systems contain control across systems, especially different data and/or for fast setup when high availability failover is where session control isn’t required required 22 12/4/12
  23. 23. Unity Director Provides Query Management Writes•  Three methods for Write operations >  Default, Create Preferred, Create Balanced >  Can be used in combination Default (writes)•  Writes to all systems where objects reside•  Great for keeping systems in sync 23 12/4/12
  24. 24. Unity Director Provides Query Management Writes•  Three methods for Write operations >  Default, Create Preferred, Create Balanced >  Can be used in combination Default Create Preferred (writes) (writes)•  Writes to all systems •  Creates to only one system where objects reside •  Subsequent writes to created•  Great for keeping objects on just one system, systems in sync such as temporary tables •  Prevents wasted resources on other systems 24 12/4/12
  25. 25. Unity Director Provides Query Management Writes•  Three methods for Write operations >  Default, Create Preferred, Create Balanced >  Can be used in combination Default Create Preferred Create Balanced (writes) (writes) (writes)•  Writes to all systems •  Creates to only one system •  Creates to only one system where objects reside •  Subsequent writes to created •  Designated system for•  Great for keeping objects on just one system, creates alternates among systems in sync such as temporary tables systems for different •  Prevents wasted resources on sessions based on a round- other systems robin algorithm 25 12/4/12
  26. 26. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 Unity Loader 26 12/4/12
  27. 27. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 Unity Loader Unity Loader Unity Loader 27 12/4/12
  28. 28. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 ü ü Unity Loader Unity Loader Unity Loader ü 28 12/4/12
  29. 29. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 ü ü Unity Loader Unity Loader Unity Loader ü Site 2 Unity Loader 29 12/4/12
  30. 30. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 ü ü Unity Loader Unity Loader Unity Loader ü Site 2 Unity Loader Unity Loader Unity Loader 30 12/4/12
  31. 31. Unity Loader•  Bulk loads sent to all participating systems; updates are asynchronous•  More than two sites are supported with additional Unity Loader and Director servers Site 1 ü ü Unity Loader Unity Loader Unity Loader ü Site 2 Unity Loader Unity Loader Unity Loader 31 12/4/12
  32. 32. TERADATA UNIFIED DATAARCHITECTURE
  33. 33. UNIFIED DATA ARCHITECTURE Big Data Analytics DISCOVERY INTEGRATED PLATFORM DATA WAREHOUSE Big Data Management CAPTURE | STORE | REFINE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP33 Copyright © 2011 Teradata Corporation.
  34. 34. Discovery Platform Data Sources Discovery Discovery Tools Users Non SQL relational Discovery Data Scientist Data Platform MapReduce Multi- Structured •  Structured and Business multi-structured Statistical Analyst Data Functions data •  Doesn’t require extensive data Structured •  Fraud patterns modeling Data •  Customer behavior •  Doesn’t balance the books •  Digital marketing optimization •  Data completeness can be good •  Machine data/process OLTP enough optimization DBMS’s •  No stringent SLA’s34 Copyright © 2011 Teradata Corporation.
  35. 35. Hadoop Use Cases Validated with Customers•  Land/source operational data -  Only one extract from source system•  History or long term storage -  Low cost storage•  Preprocess data -  Sessionize data, remove XML tags•  Transformations -  Structured and semi-structured•  Exploration -  Investigate value of new data sources Many define as•  Batch scoring Analytics•  Single subject reporting35 Copyright © 2011 Teradata Corporation.
  36. 36. Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Front-Line Workers Engineers Customers / Partners Executives Operational Systems LANGUAGES MATH & STATS DATA MINING BUSINESS INTELLIGENCE APPLICATIONS DISCOVERY INTEGRATED PLATFORM DATA WAREHOUSE CAPTURE | STORE | REFINE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP36 12/4/12
  37. 37. Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Front-Line Workers Engineers Customers / Partners Executives Operational Systems LANGUAGES MATH & STATS DATA MINING BUSINESS INTELLIGENCE APPLICATIONS DISCOVERY INTEGRATED PLATFORM DATA WAREHOUSE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP37 12/4/12
  38. 38. Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Front-Line Workers Engineers Customers / Partners Executives Operational Systems LANGUAGES MATH & STATS DATA MINING BUSINESS INTELLIGENCE APPLICATIONS DISCOVERY INTEGRATED PLATFORM DATA WAREHOUSE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP38 12/4/12
  39. 39. INTRODUCINGTERADATA ASTER BIGANALYTICS APPLIANCE3HIndustry’s First Big Analytics Appliancewith Aster and Hadoop in the same cabinetUnified System Management and AnalyticsUnified Solution for Big Data Storage,Management, and Analytics Available NOW 39 12/4/12
  40. 40. Aster SQL-H™ A Business User’s Bridge to Analyze Hadoop Data NEWAster SQL-H Gives Analysts andData Scientists a Better Way to Aster: SQL-HAnalyze Data Stored in Hadoop•  Allow standard ANSI SQL access to Hadoop Hadoop data MR•  Leverage existing BI tool and enable Data Filtering self service Data Hive HCatalog•  Enable 50+ prebuilt SQL-MapReduce Apps and IDE Pig Hadoop Layer: HDFS40 Copyright © 2011 Teradata Corporation.
  41. 41. Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Front-Line Workers Engineers Customers / Partners Executives Operational Systems VIEWPOINT LANGUAGES MATH & STATS DATA MINING BUSINESS INTELLIGENCE APPLICATIONS SUPPORT DISCOVERY INTEGRATED PLATFORM DATA WAREHOUSE CAPTURE | STORE | REFINE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP41 12/4/12
  42. 42. Teradata Viewpoint IntegrationEasier, Faster, and Better System ManagementCommon Management Consolefor Aster, Teradata and Apache HadoopAster Specific Query PortletsPortlets •  Query Monitor•  Aster Node Monitoring Admin Portlets•  Aster Completed •  Teradata System Processes •  Roles ManagerTrend/ Other Portlets •  System HealthVisualization •  Canary queriesPortlets •  Aster Data•  Capacity Alerting Heat Map•  Metrics Graph•  Metrics Analysis Available now with Teradata and Aster. Hadoop availability early 2013 42 12/4/12
  43. 43. Improve Supportability with Teradata Vital Infrastructure•  Customers that want to improve supportability Regularly Collects Asset Data ensure that Teradata Constantly Monitors Events Vital Infrastructure is activated in their Identifies Risk Data Patterns/Trends production environment Detects Fault Alerts•  Teradata Vital Infrastructure is Records Fault Events embedded proactive support software Automatic Incident Reports Are Created available on each Teradata platform Alert Notifications Are Sent and Tracked 62–70% of Incidents Discovered Through TVI 43 12/4/12
  44. 44. Teradata Unified Data Architecture Business Analysts Marketing Front-Line Workers Customers / Partners Executives Operational Systems VIEWPOINT DATA MINING BUSINESS INTELLIGENCE APPLICATIONS SUPPORT Teradata Analytical Ecosystem DUAL INTEGRATED SYSTEMS DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP44 12/4/12
  45. 45. Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Front-Line Workers Engineers Customers / Partners Executives Operational Systems VIEWPOINT LANGUAGES MATH & STATS DATA MINING BUSINESS INTELLIGENCE APPLICATIONS SUPPORT DISCOVERY DUAL INTEGRATED PLATFORM SYSTEMS DATA WAREHOUSE DATA DATA LAB MARTS INDEPENDENT ANALYTICAL DATA MART TEST/ ARCHIVE DEV CAPTURE | STORE | REFINE AUDIO & VIDEO IMAGES TEXT WEB & SOCIAL MACHINE LOGS CRM SCM ERP45 12/4/12
  46. 46. Thank You! Questions and Answers46 12/4/12
  47. 47. Perceptions & Questions Analyst: Krish KrishnanTwitter Tag: #briefr The Briefing Room
  48. 48. Next  Generation  Data   Warehouse  Designing  &  Building  Scalable  Data  Warehouse  Infrastructures   BriefR   December  4th  2012   S
  49. 49. State  of  Data  Today   @2012  Copyright  Sixth  Sense  Advisors  
  50. 50. Corporate  Decision  Support  Data   Semi-­‐ Structured   Data   @2012  Copyright  Sixth  Sense  Advisors  
  51. 51. Data  Distribution  Today   @2012  Copyright  Sixth  Sense  Advisors  
  52. 52. Data  Workloads  &  Processing   Datamarts  &  Transac1onal   Reports   ODS   Analy1cal   Systems   Databases   Dashboards   Enterprise  Transac1onal   Datamarts  &   ODS   Datawarehouse     Systems   Analy1cal   Databases   Analy1c   Models   Other  Transac1onal   Datamarts  &   Applica1ons   ODS   Systems   Analy1cal   Databases   Data  Transforma1on   @2012  Copyright  Sixth  Sense  Advisors  
  53. 53. Workload  Challenge  S  Issues   S  Requirements   S  Long  running  jobs   S  Assigning  the  appropriate  systems   S  Missed  SLA’s   and  processes  to  manage  workloads   S  Creates  an  interchangeable   S  Performance  &  Response  Issues   infrastructure   S  Scalability   S  Support  Homogenous  /   S  Fault  Tolerance   Heterogeneous  plaIorms   S  Need  to  process  data  in  a  S  Unknowns   reasonable  1me   S  Do  not  know  what  data  we  are   S  Need  a  fault  tolerant  architecture  as   geCng   large  chunks  of  data  cannot  be   reprocessed  if  and  when  a  failure   S  Do  not  know  formats  or   occurs   volumes  of  data   S  Need  automa1c  resource   management   @2012  Copyright  Sixth  Sense  Advisors  
  54. 54. Workload  Isolation   Semi-­‐Structured   Data   @2012  Copyright  Sixth  Sense  Advisors  
  55. 55. BeneGits  S  Requirements   S  Assigning  the  appropriate  systems  and  processes  to  manage   workloads   S  Creates  an  interchangeable  infrastructure   S  Support  Homogenous  /  Heterogeneous  plaIorms   S  Need  to  process  data  in  a  reasonable  1me   S  Need  a  fault  tolerant  architecture  as  large  chunks  of  data  cannot   be  reprocessed  if  and  when  a  failure  occurs   S  Need  automa1c  resource  management   @2012  Copyright  Sixth  Sense  Advisors  
  56. 56. Questions  S  What  are  the  key  drivers  behind  the  “unity”  architecture?  S  What  is  the  biggest  benefit  of  this  applica1on?  S  Will  Teradata  evolve  this  fabric  in  the  next  genera1ons?  S  What  releases  of  the  ecosystem  are  supported?  S  Will  this  include  integra1on  of  other  Teradata  management   tools  in  the  future?  S  How  can  Systems  Administrators  learn  this  architecture?  What   addi1onal  skills  are  needed?   @2012  Copyright  Sixth  Sense  Advisors  
  57. 57. Thank  You  Krish  Krishnan  rkrish1124@yahoo.com  Twi]er  Handle:  @datagenius   @2012  Copyright  Sixth  Sense  Advisors  
  58. 58. Twitter Tag: #briefr The Briefing Room
  59. 59. Upcoming Topics This month: Innovators January: Big Data February: Analytics 2013 Editorial Calendar www.insideanalysis.comTwitter Tag: #briefr The Briefing Room
  60. 60. Thank You for Your AttentionTwitter Tag: #briefr The Briefing Room

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