Let's start with the technology prerequisites for big data analysis, and then we will cover the life cycle of big data analysis. The prerequisites are:

• Flexible architectures, that supports various data types and patterns
• Upstream use of analytics for data relevance optimization
• Advanced analytics and real-time visualization to accelerate actions and understandings
• Collaborative approaches for aligning stakeholders