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| Section | Weight | Objectives |
|---|
| Topic 1: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols
|
| Topic 2: Advanced Analytics & Extensions | 12% | - Spatial data processing (PostGIS, H3) - Text analytics (GPText) - In-database ML (MADlib) - Vector databases and similarity search
|
| Topic 3: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies
|
| Topic 4: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks
|
| Topic 5: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints
|
| Topic 6: Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals
|
| Topic 7: Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution
|
| Topic 8: Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization
|
| Topic 9: Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution
|
| Topic 10: SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q75-Q80):
NEW QUESTION # 75
What is the impact of using indexes on frequently filtered columns in Greenplum?
- A. Faster lookups and improved query performance
- B. Unpredictable data distribution
- C. Increased chance of deadlocks
- D. Slower query performance due to overhead
Answer: A
NEW QUESTION # 76
Which spatial function can be used to check whether two geometries share any portion of space?
- A. ST_Intersects
- B. ST_Area
- C. ST_Perimeter
- D. ST_Length
Answer: A
NEW QUESTION # 77
Which function would you use to apply a trained MADlib model for prediction in Greenplum?
- A. madlib_score()
- B. madlib.predict()
- C. madlib.logregr_predict()
- D. madlib.apply_model()
Answer: C
NEW QUESTION # 78
How does the ST_Within function behave in a spatial query?
- A. It returns the area of a polygon
- B. It converts longitude/latitude to Cartesian coordinates
- C. It measures distance between geometries
- D. It checks if a geometry is enclosed by another geometry
Answer: D
NEW QUESTION # 79
A data architect is designing a Greenplum database for an e-commerce company handling large datasets with frequent joins on customer_id. To optimize performance and ensure even data distribution across segments, what should the architect do?
- A. Store all tables on the master node for centralized access
- B. Define hash distribution on customer_id for related tables
- C. Use replicated tables on all segments
- D. Apply random distribution for all tables
Answer: B
NEW QUESTION # 80
......
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