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| Section | Weight | Objectives |
|---|
| Greenplum Architecture and Fundamentals | 5% | - Distributed database concepts
- 1. Massively parallel processing (MPP) basics
- 2. Segment and master node architecture
|
| Database Administration | | - System management
- 1. Database health monitoring
- 2. Backup and disaster recovery strategies
- 3. Resource groups management
|
| Data Loading and Workloads | | - ETL and data ingestion
- 1. Performance optimization for loading
- 2. Loading data pipelines
- Query optimization
- 1. Analytical query tuning
- 2. Workload optimization techniques
|
| Advanced Analytics and Data Types | | - Modern workloads support
- 1. Time series querying
- 2. AI/ML and vector data querying concepts
- 3. Spatial and text data handling
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q132-Q137):
NEW QUESTION # 132
A data scientist at a media firm needs to analyze thousands of social media posts for keywords related to public sentiment. The documents are ingested into a GPText collection named social_streams.
Which solution enables the fastest search for posts containing the keyword "privacy"?
- A. Export the data to Apache Kafka and process it using Flink
- B. Use gptext_search('social_streams', 'text:privacy') to query indexed content
- C. Use SELECT * FROM social_streams WHERE text LIKE '%privacy%'
- D. Create a stored procedure that loops through each row manually
Answer: B
NEW QUESTION # 133
Which Greenplum utility is used to redistribute table data across segments based on a new distribution policy?
- A. gpexpand
- B. gptransfer
- C. gpmapreduce
- D. gpdist
Answer: B
NEW QUESTION # 134
Greenplum uses the ___ library to support scalable, in-database machine learning for structured datasets.
- A. MADlib
- B. sklearn
- C. keras
- D. pandas
Answer: A
NEW QUESTION # 135
Which component in Greenplum handles query planning?
- A. Query Optimizer
- B. Query Executor
- C. Query Dispatcher
- D. Coordinator Host
Answer: A
NEW QUESTION # 136
An administrator is planning to expand a Greenplum cluster by adding three new segment hosts. After physical installation, which utility should be used to integrate the new nodes and redistribute data across them?
- A. gpstart
- B. gprecoverseg
- C. gpexpand
- D. gptransfer
Answer: C
NEW QUESTION # 137
......
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