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: [email protected] Phone: 303-444-6650 Twitter: Claudia_Imhoff
CI 04
Claudia Imhoff
Introductions
Sanjay Krishnamurthi, CTO, Informatica
DTG
Stephen Brobst, CTO, Teradata
Scott Gnau, CTO, Hortonworks
CI 05
• The shift to analytic ecosystems
• Good engineers and requirements • Data Lake • Integrated Data Warehouse • Discovery Platform • Data integration
• Lessons for other workloads
Agenda
4
DTG
SB 09
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
Audience Questions
Stephen Brobst, CTO, Teradata
Claudia Imhoff President
Intelligent Solutions
CI 20
Enabling the Data Lake 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
Audience Questions CI 35
Scott Gnau, CTO, Hortonworks
Claudia Imhoff President
Intelligent Solutions
ERP
SCM
CRM
Images
Audio and Video
Machine Logs
Text
Web and Social
SOURCES
12
Profile Parse 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
Relationships Quality score
Statistics
Universal Metadata Catalog
Rules Glossary Ratings
Transformations
Stewardship
3rd party BI/Modeling
Sens
itive
Dat
a
Trac
king
Universal Metadata Catalog
INTEGRATED DATA WAREHOUSE
DATA PLATFORM
INTEGRATED DISCOVERY PLATFORM
SK 41
Hadoop Cloud Server Desktop Data Virtualization
Embedded in apps
+
Integration Flexibility à Deploy Anywhere
DTG
SK 44
15
Automated Insight Visibility
Identify Data Power 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
Audience Questions CI 50
Sanjay Krishnamurthi, CTO, Informatica
Claudia Imhoff President
Intelligent Solutions
Recommendations
17
• Unified data architecture • Best fit engineering • Workload balancing • Comprehensive metadata • Flexible deployment • Business self-service
SB 53
Final Audience Questions
DTG
CI 10
Sanjay Krishnamurthi, CTO, Informatica
Stephen Brobst, CTO, Teradata
Scott Gnau, CTO, Hortonworks
Claudia Imhoff President
Intelligent Solutions