Big data – solution architect
- 1. Big Data – Solution Architect
- 2. What is the role of Big Data Solution Architect ? I am a Data Architect. My organizations data needs are growing and I have been asked to look at current architecture and propose a target model to support the big data needs.
- 3. What makes a Big Data project ? • Volume : Amount of data. • Velocity : Rate at which data is received. • Variety : Type of data sources/streams. • Value : Data has intrinsic value, so discover correct data. • Veracity : Correctness and Accuracy of data.
- 4. Architecture Development Framework Requirements Vision Data Architecture Road Map Implementation Governance 1. Understand and Validate Business drivers 2. Determine Architecture principles 3. Create Statement of Architecture 4. Key aspects to consider • Customers who use data • Sources from which you get data • Key Data Principles • Reporting needs Architecture Vision
- 5. Architecture Development Framework Requirements Vision Data Architecture Road Map Implementation Governance 1. Determine Current State 2. Propose Target State 3. Gap Analysis 4. Key aspects to consider • Data Storage capabilities • Data Management • Data Processing tools • Reporting / Analytical Tools • Technology and Programming Languages Data Architecture
- 6. Architecture Development Framework Requirements Vision Data Architecture Road Map Implementation Governance 1. Consolidate Gaps Analysis 2. Risk Assessment and Cost Benefit Analysis to close the potential gaps 3. Agree on transition architecture 4. Key aspects to consider • Foundation tools • Process Improvements • Integration Roadmap
- 7. Architecture Development Framework Requirements Vision Data Architecture Road Map Implementation Governance 1. Solution Deployment 2. Conform to target architecture 3. Assess business value 4. Key aspects to consider • Quality Attributes • Business Improvements • Confirm Operating Model • Architecture readiness for next cycle Implementation Governance
- 8. Conclusion Business Process • Business processes keep changing, so an architect will need keep spinning the cycle and keep organization up to date with data requirements for the business processes. System Requirements • Systems may need to be revisited depending on change in business needs.
- 9. Thank you ! • Any improvements please suggest