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| Section | Weight | Objectives |
|---|
| Topic 1: Greenplum Architecture and Fundamentals | 5% | - Distributed database concepts
- 1. Massively parallel processing (MPP) basics
- 2. Segment and master node architecture
|
| Topic 2: 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
|
| Topic 3: Database Administration | | - System management
- 1. Database health monitoring
- 2. Backup and disaster recovery strategies
- 3. Resource groups management
|
| Topic 4: Data Loading and Workloads | | - Query optimization
- 1. Workload optimization techniques
- 2. Analytical query tuning
- ETL and data ingestion
- 1. Loading data pipelines
- 2. Performance optimization for loading
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q140-Q145):
NEW QUESTION # 140
Which open-source framework is integrated into Greenplum to support in-database machine learning?
- A. Apache Spark
- B. MADlib
- C. PyTorch
- D. TensorFlow
Answer: B
NEW QUESTION # 141
You are investigating a query with performance issues. The query joins a large orders table and a small customer table, but the execution plan shows a Redistribute motion. What should you do to optimize this query?
- A. Apply partitioning to both tables
- B. Create additional indexes on both tables
- C. Use a broadcast join for the small table
- D. Add a LIMIT clause to restrict rows
Answer: C
NEW QUESTION # 142
When working with GPText, what is a "collection"?
- A. A logical backup group for text data
- B. A distributed full-text index in Solr
- C. A group of external readable tables
- D. A memory pool for stored JSON blobs
Answer: B
NEW QUESTION # 143
Which two options describe Greenplum's approach to disaster recovery?
(Choose two)
- A. Enabling foreign data wrappers
- B. Use of segment mirroring
- C. Backups with gpbackup
- D. Periodic reindexing of all tables
Answer: B,C
NEW QUESTION # 144
To load data into Greenplum from a directory served by gpfdist, the file path must start with the ___ protocol in the LOCATION clause.
- A. http://
- B. file://
- C. postgres://
- D. gpfdist://
Answer: D
NEW QUESTION # 145
......
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