1. Big Data RA Topics 1 Industries Data Characteristics “V”s Curation Processing Changes E, T, L Scalable Infrastructure Management Security Data Sources (stakeholders) Consumers (stakeholders) Outputs 7/29/2013 version 0.2 Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013

2. Data Sources Requirements/Capability Template Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013 2 Please Note: Diagrams in this slide deck are not stylized or intended to represent a finished product. These diagrams are only presented to serve as a discussion point about diagram organization approach and content. Governance Security Compliance Infrastructure Curation Analytics Data Processing Load Extract Transform Batch Real-time Interactive Validation Summarization Aggregation Velocity Variety Volume Streaming Feeds Legacy Data Marts Operational Databases Non-Traditional Data Data Stores File Stores Compute Networking 7/29/2013 version 0.2

3. Downward Flow Template Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013 3 Curation 5Vs Data Sources Industries/Consumers Outputs Processing Security Manage ment Requirements Origins Recipients Quantifiables Activities Participants Concept FlowConcept Flow Please Note: Diagrams in this slide deck are not stylized or intended to represent a finished product. These diagrams are only presented to serve as a discussion point about diagram organization approach and content. 7/29/2013 version 0.2

4. Upward Flow Template Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013 4 Curation Data Sources Industries/Consumers Outputs Processing Security Manage ment Requirements Origins Recipients Quantifiables Activities Participants 5Vs Concept FlowConcept Flow Please Note: Diagrams in this slide deck are not stylized or intended to represent a finished product. These diagrams are only presented to serve as a discussion point about diagram organization approach and content. 7/29/2013 version 0.2

5. Consum ers Outputs Left To Right Flow Template Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013 5 Curation Governance Infrastructure, Mgt, Sec. Processing 5Vs Data Sources Requirements Origins Recipients Quantifiables Activities Fabric Concept Flow Please Note: Diagrams in this slide deck are not stylized or intended to represent a finished product. These diagrams are only presented to serve as a discussion point about diagram organization approach and content. 7/29/2013 version 0.2

6. History 7/29/2013 version 0.2 Gary Mazzaferro Copyright @AlloyCloud 2004-2010, 2013 6 DateEditAuthorReason 07.2013CreationGary MazzaferroConceptualization 07.2013Added data stores to slide 1Gary MazzaferroRequest, Bob Marcus