Structured Streaming Flashcards
6 cards from real Databricks Certified Data Engineer Associate practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 6 Structured Streaming flashcards as text
How does Structured Streaming deliver business value?
Answer: By reducing risk, improving efficiency, and enabling informed decisions
Structured Streaming delivers business value through risk reduction, efficiency gains, and informed decision-making.
What is the governance framework for Structured Streaming?
Answer: Defined roles, responsibilities, policies, and accountability structures
Governance for Structured Streaming includes defined roles, responsibilities, policies, and accountability.
How should Structured Streaming be communicated to stakeholders?
Answer: Regular updates with clear, actionable information and metrics
Stakeholder communication about Structured Streaming should be regular with clear, actionable information.
What emerging trends are affecting Structured Streaming?
Answer: Technology advances, increased automation, and evolving industry practices
Technology advances and evolving practices continuously shape how Structured Streaming is approached.
How is Structured Streaming tested or validated in practice?
Answer: Through regular testing, audits, and structured validation exercises
Structured Streaming should be regularly tested and validated through appropriate exercises and audits.
What scalability considerations apply to Structured Streaming?
Answer: Maintaining quality and consistency as scope and complexity grow
Scaling Structured Streaming requires maintaining quality and consistency across growing environments.