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| Section | Weight | Objectives |
|---|
| Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Disk space problems
- 2. Query cancellation and deadlocks
- 3. Interconnect issues
- 4. Segment failure handling
- System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
|
| 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. Segment servers and master node architecture
- 3. Interconnect communication
|
| Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
- Resource Management
- 1. Resource queues configuration
- 2. Concurrency control
- 3. Memory management across segments
- Performance Best Practices
- 1. Compression strategies
- 2. Vacuum and analyze operations
- 3. Workload management
|
| Database Management | 25-30% | - Database Operations
- 1. Creating databases and schemas
- 2. GPADMIN account management
- 3. User and role management
- Table Management
- 1. Partitioning strategies
- 2. Indexes and bitmap indexes
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
|
| 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
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q12-Q17):
NEW QUESTION # 12
How does co-location of tables influence query performance in Greenplum?
- A. It reduces the number of locks required
- B. It forces all tables to reside on the master node
- C. It prevents deadlocks between sessions
- D. It allows segments to process joins locally, minimizing data movement
Answer: D
NEW QUESTION # 13
What Greenplum component supports spatial indexing using hexagonal grids?
- A. MADlib
- B. H3
- C. GPText
- D. PL/Container
Answer: B
NEW QUESTION # 14
Greenplum uses the ___ library to support scalable, in-database machine learning for structured datasets.
- A. pandas
- B. sklearn
- C. MADlib
- D. keras
Answer: C
NEW QUESTION # 15
Which of the following is the primary purpose of the Greenplum Command Center (GPCC)?
- A. Creating distributed table schemas
- B. Running data science workflows and Jupyter notebooks
- C. Monitoring and administering Greenplum clusters through a web UI
- D. Managing physical segment storage
Answer: C
NEW QUESTION # 16
Which two options describe Greenplum's approach to disaster recovery?
(Choose two)
- A. Backups with gpbackup
- B. Periodic reindexing of all tables
- C. Enabling foreign data wrappers
- D. Use of segment mirroring
Answer: A,D
NEW QUESTION # 17
......
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