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2025 C1000-173 Exam Simulator Free Pass Certify | Efficient C1000-173 Interactive EBook: IBM Cloud Pak for Data v4.7 Architect
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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q51-Q56):
NEW QUESTION # 51
Which of the following IBM Cloud Pak for Data services are essential for real-time data analysis and decision-making? (Select two)
- A. Db2 Event Store
- B. Watson Studio
- C. Decision Optimization
- D. Watson Knowledge Catalog
Answer: A,C
NEW QUESTION # 52
What is a significant advantage of using Db2 services in a cloud environment?
- A. Decreased processing speed
- B. Limited data scalability
- C. Enhanced data security
- D. Reduced physical storage requirements
Answer: D
NEW QUESTION # 53
Why is tethering projects to the IBM Cloud Pak for Data control plane beneficial?
- A. It ensures all projects are untethered for greater flexibility
- B. It prevents any form of project organization
- C. Enhances project isolation while enabling resource access control
- D. Disallows resource monitoring and management
Answer: C
NEW QUESTION # 54
Which Db2 Big SQL component uses system resources efficiently to maximize throughput and minimize response time?
- A. Analyzer
- B. Scheduler
- C. StreamThrough
- D. Hive
Answer: C
Explanation:
StreamThrough is a high-performance component used in Db2 Big SQL within IBM Cloud Pak for Data that is optimized to manage data streams and queries efficiently. It is designed to maximize throughput and minimize query response times by optimizing memory usage, resource allocation, and processing logic.
Unlike Hive or Analyzer, which are used for query execution and analysis, StreamThrough enables efficient pipeline execution by streamlining data handling. Scheduler is used for job timing but does not influence runtime efficiency directly. StreamThrough is purpose-built to enhance performance through optimal resource usage.
NEW QUESTION # 55
Which feature distinguishes DataStage from other data transformation tools in Cloud Pak for Data?
- A. Graphical builder interface
- B. High performance parallel execution engine
- C. User-defined custom data processing capabilities
- D. Wide variety of data transformation tools
Answer: B
Explanation:
What sets DataStage apart in the IBM Cloud Pak for Data ecosystem is its high-performance parallel execution engine. While other tools may offer graphical interfaces and transformation libraries, DataStage is designed for enterprise-grade ETL with scalable parallelism. It optimizes performance by processing large data volumes using parallel pipelines across multiple cores or nodes. This architecture ensures faster execution and is ideal for complex data integration tasks.
NEW QUESTION # 56
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