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| Section | Weight | Objectives |
|---|
| Topic 1: Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. gp_toolkit usage
- 2. Performance monitoring views
- 3. Log management
- Common Issues and Solutions
- 1. Disk space problems
- 2. Segment failure handling
- 3. Interconnect issues
- 4. Query cancellation and deadlocks
|
| Topic 2: Greenplum Architecture and Design | 20-25% | - MPP Architecture Overview
- 1. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
- Storage and Memory Architecture
- 1. Resource queue management
- 2. Columnar vs row-oriented storage
- 3. Append-optimized tables
|
| Topic 3: Installation and Configuration | 20-25% | - Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
- Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Disk space planning
- 3. Network configuration
|
| Topic 4: Database Management | 25-30% | - Backup and Recovery
- 1. Full vs incremental backup
- 2. gpcrondump and gpdbrestore
- 3. Disaster recovery procedures
- Database Operations
- 1. Creating databases and schemas
- 2. User and role management
- 3. GPADMIN account management
- Table Management
- 1. Table distribution (DISTRIBUTED BY/KEY)
- 2. Partitioning strategies
- 3. Indexes and bitmap indexes
|
| Topic 5: Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
- Performance Best Practices
- 1. Workload management
- 2. Vacuum and analyze operations
- 3. Compression strategies
- Resource Management
- 1. Memory management across segments
- 2. Resource queues configuration
- 3. Concurrency control
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q130-Q135):
NEW QUESTION # 130
Which Greenplum features support workload balancing and query parallelism?
(Choose two)
- A. Tuple movement
- B. Query optimizer
- C. Segment mirroring
- D. Interconnect fabric
Answer: B,D
NEW QUESTION # 131
Which two services must be operational for GPCC to collect and display performance data?
(Choose two)
- A. gpfdist
- B. gpperfmon
- C. gpcc
- D. gptransfer
Answer: B,C
NEW QUESTION # 132
How does co-location of tables influence query performance in Greenplum?
- A. It reduces the number of locks required
- B. It allows segments to process joins locally, minimizing data movement
- C. It forces all tables to reside on the master node
- D. It prevents deadlocks between sessions
Answer: B
NEW QUESTION # 133
What access method is used to launch GPCC in a browser?
- A. HTTP/HTTPS to the GPCC server URL
- B. SSH session to master node
- C. REST API via command-line
- D. Serial console access to the host
Answer: A
NEW QUESTION # 134
Which of the following are the in-database ML solutions with Greenplum?
- A. PostgresML
- B. SparkML
- C. Apache MADlib
- D. Pandas
Answer: A,C
NEW QUESTION # 135
......
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