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| Section | Weight | Objectives |
|---|
| Topic 1: Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution
|
| Topic 2: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies
|
| Topic 3: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks
|
| Topic 4: Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance
|
| Topic 5: Advanced Analytics & Extensions | 12% | - Spatial data processing (PostGIS, H3) - In-database ML (MADlib) - Vector databases and similarity search - Text analytics (GPText)
|
| Topic 6: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints
|
| Topic 7: Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices
|
| Topic 8: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols
|
| Topic 9: SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions
|
| Topic 10: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q37-Q42):
NEW QUESTION # 37
In Greenplum, the ___ clause can significantly reduce the volume of data returned, thus improving performance in exploratory queries.
- A. HAVING
- B. ANALYZE
- C. LIMIT
- D. GROUP BY
Answer: C
NEW QUESTION # 38
An administrator is monitoring Greenplum using GPCC and notices that a specific query has been running for over 30 minutes, consuming high CPU on multiple segments. What is the best next action using GPCC?
- A. Restart the Greenplum master host
- B. Reboot the segment hosts experiencing high CPU
- C. Cancel or terminate the query directly from the GPCC interface
- D. Disable parallel execution for that query type
Answer: C
NEW QUESTION # 39
What is the primary purpose of segment mirroring in Greenplum?
- A. To improve query performance
- B. To replicate data between clusters
- C. To provide fault tolerance for segment node failures
- D. To enable external table backups
Answer: C
NEW QUESTION # 40
What are two benefits of performing ML model training directly inside Greenplum using MADlib?
(Choose two)
- A. Runs models directly on GPU nodes
- B. Takes advantage of Greenplum's parallel architecture
- C. Eliminates data extraction for model training
- D. Automatically generates visualization dashboards
Answer: B,C
NEW QUESTION # 41
When a segment fails and its mirror is promoted, what process occurs during segment recovery in Greenplum?
- A. The master node shuts down to avoid inconsistency
- B. The recovery utility synchronizes the failed segment with its mirror
- C. A full cluster reboot is triggered
- D. The system rewrites the query to exclude the segment
Answer: B
NEW QUESTION # 42
......
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