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| Section | Weight | Objectives |
|---|
| Topic 1: Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Interconnect issues
- 2. Query cancellation and deadlocks
- 3. Segment failure handling
- 4. Disk space problems
- System Monitoring
- 1. Log management
- 2. gp_toolkit usage
- 3. Performance monitoring views
|
| Topic 2: 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. Segment servers and master node architecture
- 3. Interconnect communication
|
| Topic 3: Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Query profiling tools
- 3. Statistics collection (ANALYZE)
- Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
|
| Topic 4: Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Network configuration
- 3. Disk space planning
- Installation Procedures
- 1. Master and segment host setup
- 2. Greenplum Cluster initialization
- 3. Post-installation verification
|
| Topic 5: Database Management | 25-30% | - Database Operations
- 1. GPADMIN account management
- 2. Creating databases and schemas
- 3. User and role management
- Table Management
- 1. Partitioning strategies
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Indexes and bitmap indexes
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q40-Q45):
NEW QUESTION # 40
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 # 41
Which two steps help improve ML model accuracy when using MADlib?
(Choose two)
- A. Repartitioning tables to a single segment
- B. Normalizing numeric input features
- C. Rewriting queries using hash joins
- D. Splitting data into training and test sets
Answer: B,D
NEW QUESTION # 42
What are two primary use cases of the H3 indexing system in spatial analytics?
(Choose two)
- A. Version control for SQL scripts
- B. Full-text document search
- C. Geospatial clustering of events
- D. Aggregation of GPS-based movement data
Answer: C,D
NEW QUESTION # 43
How does Greenplum ensure data consistency during backups?
- A. By creating immediate binary copies of each segment
- B. By replicating data to external storage
- C. By locking all user tables
- D. By using transaction snapshots
Answer: D
NEW QUESTION # 44
Which two benefits are gained by enabling segment mirroring in Greenplum?
(Choose two)
- A. Fault tolerance during hardware failures
- B. Ability to promote mirrors in real-time
- C. Reduced need for backups
- D. Higher concurrency during queries
Answer: A,B
NEW QUESTION # 45
......
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