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| Section | Weight | Objectives |
|---|
| Installation and Configuration | 20-25% | - Installation Procedures
- 1. Greenplum Cluster initialization
- 2. Master and segment host setup
- 3. Post-installation verification
- Pre-requisites and Planning
- 1. Disk space planning
- 2. Network configuration
- 3. Hardware and OS requirements
|
| Greenplum Architecture and Design | 20-25% | - MPP Architecture Overview
- 1. Segment servers and master node architecture
- 2. Interconnect communication
- 3. Data distribution strategies (hash, random, round-robin)
- Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Resource queue management
- 3. Columnar vs row-oriented storage
|
| Database Management | 25-30% | - Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
- Database Operations
- 1. User and role management
- 2. Creating databases and schemas
- 3. GPADMIN account management
- Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
|
| Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
- Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. gp_toolkit usage
- 2. Log management
- 3. Performance monitoring views
- Common Issues and Solutions
- 1. Segment failure handling
- 2. Disk space problems
- 3. Interconnect issues
- 4. Query cancellation and deadlocks
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q23-Q28):
NEW QUESTION # 23
The PostGIS function ___ is used to return the geometric centroid of a polygon.
- A. ST_Centroid
- B. ST_Center
- C. ST_Pivot
- D. ST_Midpoint
Answer: A
NEW QUESTION # 24
Which function would you use to apply a trained MADlib model for prediction in Greenplum?
- A. madlib.apply_model()
- B. madlib.predict()
- C. madlib_score()
- D. madlib.logregr_predict()
Answer: D
NEW QUESTION # 25
The Greenplum Command Center relies on ___ to collect performance metrics and feed the UI with system statistics.
- A. gptext
- B. gprecoverseg
- C. gpfdist
- D. gpperfmon
Answer: D
NEW QUESTION # 26
What is the role of segments in Greenplum?
- A. They handle UI rendering and reporting
- B. They manage user authentication and permissions
- C. They store portions of the data and execute parts of a query in parallel
- D. They act as backup nodes for data recovery
Answer: C
NEW QUESTION # 27
What is the primary purpose of segment mirroring in Greenplum?
- A. To enable external table backups
- B. To provide fault tolerance for segment node failures
- C. To improve query performance
- D. To replicate data between clusters
Answer: B
NEW QUESTION # 28
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