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| Section | Weight | Objectives |
|---|
| Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. EXPLAIN ANALYZE interpretation
- 3. Query profiling tools
- Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
- Performance Best Practices
- 1. Workload management
- 2. Vacuum and analyze operations
- 3. Compression strategies
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Resource queue management
- 2. Columnar vs row-oriented storage
- 3. Append-optimized tables
- MPP Architecture Overview
- 1. Data distribution strategies (hash, random, round-robin)
- 2. Interconnect communication
- 3. Segment servers and master node architecture
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
- Common Issues and Solutions
- 1. Interconnect issues
- 2. Disk space problems
- 3. Segment failure handling
- 4. Query cancellation and deadlocks
|
| Installation and Configuration | 20-25% | - Installation Procedures
- 1. Greenplum Cluster initialization
- 2. Post-installation verification
- 3. Master and segment host setup
- Pre-requisites and Planning
- 1. Network configuration
- 2. Disk space planning
- 3. Hardware and OS requirements
|
| Database Management | 25-30% | - Database Operations
- 1. GPADMIN account management
- 2. User and role management
- 3. Creating databases and schemas
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Full vs incremental backup
- 3. Disaster recovery procedures
- Table Management
- 1. Partitioning strategies
- 2. Indexes and bitmap indexes
- 3. Table distribution (DISTRIBUTED BY/KEY)
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q117-Q122):
NEW QUESTION # 117
Your production Greenplum cluster has a failed primary segment, and the system has automatically promoted the mirror. What should be your next best action as a database administrator?
- A. Restart the master host to trigger mirror demotion
- B. Use gprecoverseg to resync and restore the failed segment
- C. Reinstall the entire database
- D. Remove the mirror permanently
Answer: B
NEW QUESTION # 118
GPText stores searchable documents within a logical container called a ___, which is managed by Solr.
- A. segment
- B. partition
- C. schema
- D. collection
Answer: D
NEW QUESTION # 119
Which of the following algorithms is available in the MADlib library?
- A. YOLOv3
- B. Convolutional Neural Network (CNN)
- C. Long Short-Term Memory (LSTM)
- D. Logistic Regression
Answer: D
NEW QUESTION # 120
How can GPCC assist in identifying problematic queries?
- A. By exporting query results to external CSV files
- B. By automatically terminating all long-running queries
- C. By highlighting queries with high resource usage in real time
- D. By removing queries from system logs
Answer: C
NEW QUESTION # 121
What is the primary purpose of Redistribute Motion node in a Greenplum query plan?
- A. To send tuples to a particular segment based on the hash value of the defined distribution column
- B. To gather tuples from the segments to the coordinator node
- C. To broadcast the tuples from each segment to all other segment
- D. To manage container orchestration
Answer: A
NEW QUESTION # 122
......
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