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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. Interconnect issues
- 4. Segment failure handling
|
| Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Vacuum and analyze operations
- 2. Workload management
- 3. Compression strategies
- Query Analysis
- 1. Query profiling tools
- 2. Statistics collection (ANALYZE)
- 3. EXPLAIN ANALYZE interpretation
- Resource Management
- 1. Resource queues configuration
- 2. Concurrency control
- 3. Memory management across segments
|
| Database Management | 25-30% | - Database Operations
- 1. GPADMIN account management
- 2. User and role management
- 3. Creating databases and schemas
- Table Management
- 1. Indexes and bitmap indexes
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Partitioning strategies
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
|
| 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. Segment servers and master node architecture
- 2. Interconnect communication
- 3. Data distribution strategies (hash, random, round-robin)
|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Disk space planning
- 2. Network configuration
- 3. Hardware and OS requirements
- Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q57-Q62):
NEW QUESTION # 57
Which of the following algorithms is available in the MADlib library?
- A. YOLOv3
- B. Logistic Regression
- C. Convolutional Neural Network (CNN)
- D. Long Short-Term Memory (LSTM)
Answer: B
NEW QUESTION # 58
What are two advantages of using hexagonal grids (H3) over square grids in spatial analysis?
(Choose two)
- A. Equal distance to adjacent cells
- B. Automatic color scaling for layers
- C. More accurate rendering in PostGIS maps
- D. Lower spatial distortion at poles
Answer: A,D
NEW QUESTION # 59
A data architect is designing a Greenplum database for an e-commerce company handling large datasets with frequent joins on customer_id. To optimize performance and ensure even data distribution across segments, what should the architect do?
- A. Use replicated tables on all segments
- B. Define hash distribution on customer_id for related tables
- C. Apply random distribution for all tables
- D. Store all tables on the master node for centralized access
Answer: B
NEW QUESTION # 60
What role does the EXPLAIN command serve when analyzing performance issues in Greenplum?
- A. It executes the query and returns results for benchmarking
- B. It provides the execution plan without executing the query
- C. It changes the plan used for the next run
- D. It displays the query rewrite process and triggers
Answer: B
NEW QUESTION # 61
Which two options describe Greenplum's approach to disaster recovery?
(Choose two)
- A. Enabling foreign data wrappers
- B. Periodic reindexing of all tables
- C. Backups with gpbackup
- D. Use of segment mirroring
Answer: C,D
NEW QUESTION # 62
......
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