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| Section | Weight | Objectives |
|---|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
- Common Issues and Solutions
- 1. Disk space problems
- 2. Query cancellation and deadlocks
- 3. Segment failure handling
- 4. Interconnect issues
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Resource queue management
- 3. Columnar vs row-oriented storage
- MPP Architecture Overview
- 1. Data distribution strategies (hash, random, round-robin)
- 2. Interconnect communication
- 3. Segment servers and master node architecture
|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Disk space planning
- 2. Hardware and OS requirements
- 3. Network configuration
- Installation Procedures
- 1. Post-installation verification
- 2. Master and segment host setup
- 3. Greenplum Cluster initialization
|
| Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Workload management
- 2. Vacuum and analyze operations
- 3. Compression strategies
- Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. Query profiling tools
- 3. EXPLAIN ANALYZE interpretation
- Resource Management
- 1. Resource queues configuration
- 2. Memory management across segments
- 3. Concurrency control
|
| Database Management | 25-30% | - Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Database Operations
- 1. GPADMIN account management
- 2. User and role management
- 3. Creating databases and schemas
- Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q101-Q106):
NEW QUESTION # 101
How does the ST_Within function behave in a spatial query?
- A. It checks if a geometry is enclosed by another geometry
- B. It converts longitude/latitude to Cartesian coordinates
- C. It measures distance between geometries
- D. It returns the area of a polygon
Answer: A
NEW QUESTION # 102
A Greenplum external table is primarily used to:
- A. Execute system-level commands directly from SQL
- B. Replicate data from one database to another
- C. Create machine learning models
- D. Allow querying data stored outside the database without loading it
Answer: D
NEW QUESTION # 103
The Greenplum Command Center relies on ___ to collect performance metrics and feed the UI with system statistics.
- A. gptext
- B. gpfdist
- C. gprecoverseg
- D. gpperfmon
Answer: D
NEW QUESTION # 104
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. Create a stored procedure that loops through each row manually
- B. Use SELECT * FROM social_streams WHERE text LIKE '%privacy%'
- C. Export the data to Apache Kafka and process it using Flink
- D. Use gptext_search('social_streams', 'text:privacy') to query indexed content
Answer: D
NEW QUESTION # 105
Which Greenplum utility is typically used to add new segment hosts to an existing cluster?
- A. gpinit
- B. gpload
- C. gpupgrade
- D. gpexpand
Answer: D
NEW QUESTION # 106
......
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