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| Section | Weight | Objectives |
|---|
| Data Loading and Workloads | | - ETL and data ingestion
- 1. Performance optimization for loading
- 2. Loading data pipelines
- Query optimization
- 1. Workload optimization techniques
- 2. Analytical query tuning
|
| Greenplum Architecture and Fundamentals | 5% | - Distributed database concepts
- 1. Massively parallel processing (MPP) basics
- 2. Segment and master node architecture
|
| Advanced Analytics and Data Types | | - Modern workloads support
- 1. AI/ML and vector data querying concepts
- 2. Time series querying
- 3. Spatial and text data handling
|
| Database Administration | | - System management
- 1. Database health monitoring
- 2. Backup and disaster recovery strategies
- 3. Resource groups management
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q30-Q35):
NEW QUESTION # 30
Which of the following algorithms is available in the MADlib library?
- A. YOLOv3
- B. Logistic Regression
- C. Long Short-Term Memory (LSTM)
- D. Convolutional Neural Network (CNN)
Answer: B
NEW QUESTION # 31
Which feature in Greenplum enables recovery from a master node failure?
- A. Distributed checkpointing
- B. Standby master
- C. Segment replication
- D. Segment mirroring
Answer: B
NEW QUESTION # 32
You are asked to load a 10GB CSV file into Greenplum in the shortest possible time. You want to leverage Greenplum's parallelism and avoid unnecessary file duplication. What should you do?
- A. Load the file into a replicated table using INSERT INTO
- B. Transfer the file to all segments manually and use gpload in non-parallel mode
- C. Use psql with COPY and load the entire file on the master node
- D. Create an external readable table pointing to the CSV file and query it directly
Answer: D
NEW QUESTION # 33
Which two formats are valid output types for MADlib prediction functions?
(Choose two)
- A. Predicted labels
- B. Probability values
- C. JSON-formatted model binaries
- D. PNG charts
Answer: A,B
NEW QUESTION # 34
What is the primary benefit of using external readable tables in Greenplum?
- A. They compress data before load
- B. They reduce disk usage by avoiding data duplication
- C. They replicate data to all segment hosts
- D. They support transaction rollback
Answer: B
NEW QUESTION # 35
......
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