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3 CTOs Discuss the Shift to Next-Gen Analytic Ecosystems
The webinar discusses the evolution towards next-generation analytic ecosystems, featuring insights from industry leaders Claudia Imhoff, Sanjay Krishnamurthi, Stephen Brobst, and Scott Gnau. Key topics include the importance of unified data architecture, integrated data warehouses, and the role of Hadoop in enabling data lakes for diverse analytics workloads. Recommendations emphasize engineering best practices, workload balancing, and facilitating business self-service in analytics.
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3 CTOs Discuss the Shift to Next-Gen Analytic Ecosystems
- 1. The Shift toNext-Gen Analytic Ecosystems August 19, 2015 webinar
- 2. 2 President Intelligent Solutions,Inc. Founder Boulder BI Brain Trust A thought leader, visionary, and practitioner, Claudia Imhoff, Ph.D., is an internationally recognized expert on analytics, business intelligence, and the architectures to support these initiatives. Dr. Imhoff has co- authored five books on these subjects and writes articles (totaling more than 150) for technical and business magazines. She is also the Founder of the Boulder BI Brain Trust, a consortium of internationally-recognized independent analysts and experts. You can follow them on Twitter at #BBBT or become a subscriber at www.bbbt.us. Email: claudia@bbbt.us Phone: 303-444-6650 Twitter: Claudia_Imhoff CI 04 Claudia Imhoff
- 3. Introductions Sanjay Krishnamurthi, CTO, Informatica DTG StephenBrobst, CTO, Teradata Scott Gnau, CTO, Hortonworks CI 05
- 4. • The shiftto analytic ecosystems • Good engineers and requirements • Data Lake • Integrated Data Warehouse • Discovery Platform • Data integration • Lessons for other workloads Agenda 4 DTG SB 09
- 5. Shift from OnePlatform à Analytic Ecosystem DTG SB 13
- 6. SB 17 Math and Stats Data Mining Business Intelligence Applications Languages Marketing ANALYTIC TOOLS& APPS USERS UNIFIED DATA ARCHITECTURE Marketing Executives Operational Systems Frontline Workers Customers Partners Engineers Data Scientists Business Analysts INTEGRATED DATA WAREHOUSE DISCOVERY PLATFORM DATA LAKE DTG ERP SCM CRM Images Audio and Video Machine Logs Text Web and Social SOURCES DATA INTEGRATION AND GOVERNANCE
- 7. Audience Questions Stephen Brobst, CTO,Teradata Claudia Imhoff President Intelligent Solutions CI 20
- 8. Enabling the DataLake with Hadoop 8 Hadoop 2.0 An Open Source Data Platform providing a centralized architecture of core enterprise services. YARN Data Operating System • A centralized architecture of consistent enterprise services for resource management, security, operations, and governance. • The versatility to support multiple applications and diverse workloads from batch to interactive to real-time, open source and commercial. SG 24
- 9. Data Lake DownstreamServices Raw data Refined data Single subject analysis SG 28
- 10.
- 11. Audience Questions CI 35 ScottGnau, CTO, Hortonworks Claudia Imhoff President Intelligent Solutions
- 12. ERP SCM CRM Images Audio and Video Machine Logs Text Web and Social SOURCES 12 ProfileParse Cleanse Relate Batch Stream Data Intelligence Structure Rela0onships Seman0cs Transform Math and Stats Data Mining Business Intelligence Applications Languages Marketing ANALYTIC TOOLS & APPS Deliver Data Integration SK 38
- 13. Relationships Quality score Statistics Universal Metadata Catalog Rules Glossary Ratings Transformations Stewardship 3rdparty BI/Modeling SensitiveData Tracking Universal Metadata Catalog INTEGRATED DATA WAREHOUSE DATA PLATFORM INTEGRATED DISCOVERY PLATFORM SK 41
- 14. HadoopCloud ServerDesktop Data Virtualization Embedded inapps + Integration Flexibility à Deploy Anywhere DTG SK 44
- 15. 15 Automated Insight Visibility Identify DataPower Brokers Better Alignment Recipes to Mappings Ad-Hoc to Governed Rapidly Assemble Data Sets Business Self Service Discover, Learn, Fix Automatic Data Suggestion Leverage Wisdom of the Crowd Social Collaboration For Business For IT SK 47
- 16. Audience Questions CI 50 SanjayKrishnamurthi, CTO, Informatica Claudia Imhoff President Intelligent Solutions
- 17. Recommendations 17 • Unified dataarchitecture • Best fit engineering • Workload balancing • Comprehensive metadata • Flexible deployment • Business self-service SB 53
- 18. Final Audience Questions DTG CI10 Sanjay Krishnamurthi, CTO, Informatica Stephen Brobst, CTO, Teradata Scott Gnau, CTO, Hortonworks Claudia Imhoff President Intelligent Solutions
- 19. The End 19 Be sureto download the white paper by these CTOs, Best Fit Engineering in Analytic Architecture. Find it in the Resource panel on your webinar console.