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| Section | Weight | Objectives |
|---|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Disk space planning
- 2. Hardware and OS requirements
- 3. Network configuration
- Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
|
| Database Management | 25-30% | - Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
- Database Operations
- 1. GPADMIN account management
- 2. Creating databases and schemas
- 3. User and role management
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Log management
- 2. gp_toolkit usage
- 3. Performance monitoring views
- Common Issues and Solutions
- 1. Query cancellation and deadlocks
- 2. Interconnect issues
- 3. Disk space problems
- 4. Segment failure handling
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Columnar vs row-oriented storage
- 2. Append-optimized tables
- 3. Resource queue management
- MPP Architecture Overview
- 1. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
|
| Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Workload management
- 2. Compression strategies
- 3. Vacuum and analyze operations
- Resource Management
- 1. Resource queues configuration
- 2. Memory management across segments
- 3. Concurrency control
- Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. EXPLAIN ANALYZE interpretation
- 3. Query profiling tools
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q109-Q114):
NEW QUESTION # 109
Which two spatial operations can benefit from spatial indexing in PostGIS?
(Choose two)
- A. ST_Buffer
- B. ST_AsText
- C. ST_Within
- D. ST_Intersects
Answer: C,D
NEW QUESTION # 110
What are two benefits of performing ML model training directly inside Greenplum using MADlib?
(Choose two)
- A. Takes advantage of Greenplum's parallel architecture
- B. Eliminates data extraction for model training
- C. Automatically generates visualization dashboards
- D. Runs models directly on GPU nodes
Answer: A,B
NEW QUESTION # 111
Which command is used to back up a Greenplum database?
- A. gpload
- B. gpdistbackup
- C. gptransfer
- D. gpbackup
Answer: C,D
NEW QUESTION # 112
In the context of Greenplum's segment nodes, which two statements are true?
(Choose two)
- A. Segments share disk with other segments
- B. Segments cannot store replicated data
- C. Segments execute parts of the query independently
- D. Each segment runs its own PostgreSQL instance
Answer: C,D
NEW QUESTION # 113
In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.
- A. WHERE
- B. CREATE INDEX
- C. TRAIN ON
- D. GROUP BY
Answer: A
NEW QUESTION # 114
......
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