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| Section | Weight | Objectives |
|---|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Network configuration
- 2. Hardware and OS requirements
- 3. Disk space planning
- Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
|
| 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. Append-optimized tables
- 2. Columnar vs row-oriented storage
- 3. Resource queue management
|
| Database Management | 25-30% | - Database Operations
- 1. Creating databases and schemas
- 2. GPADMIN account management
- 3. User and role management
- Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Backup and Recovery
- 1. Full vs incremental backup
- 2. Disaster recovery procedures
- 3. gpcrondump and gpdbrestore
|
| Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Segment failure handling
- 2. Disk space problems
- 3. Interconnect issues
- 4. Query cancellation and deadlocks
- System Monitoring
- 1. gp_toolkit usage
- 2. Log management
- 3. Performance monitoring views
|
| Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Concurrency control
- 2. Resource queues configuration
- 3. Memory management across segments
- Performance Best Practices
- 1. Compression strategies
- 2. Vacuum and analyze operations
- 3. Workload management
- Query Analysis
- 1. Query profiling tools
- 2. EXPLAIN ANALYZE interpretation
- 3. Statistics collection (ANALYZE)
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q58-Q63):
NEW QUESTION # 58
What is required before training any machine learning model using MADlib in Greenplum?
- A. Enabling of MADlib in every user schema
- B. Indexing of all numeric columns
- C. Conversion of table to external format
- D. Structured input data with labeled features
Answer: D
NEW QUESTION # 59
What are two primary use cases of the H3 indexing system in spatial analytics?
(Choose two)
- A. Version control for SQL scripts
- B. Geospatial clustering of events
- C. Full-text document search
- D. Aggregation of GPS-based movement data
Answer: B,D
NEW QUESTION # 60
Which spatial function can be used to check whether two geometries share any portion of space?
- A. ST_Area
- B. ST_Perimeter
- C. ST_Intersects
- D. ST_Length
Answer: C
NEW QUESTION # 61
Which two formats are valid output types for MADlib prediction functions?
(Choose two)
- A. JSON-formatted model binaries
- B. Probability values
- C. PNG charts
- D. Predicted labels
Answer: B,D
NEW QUESTION # 62
In what two situations would the Greenplum optimizer choose a broadcast motion during a join?
(Choose two)
- A. When one of the tables is small
- B. When the join key is evenly distributed
- C. When both tables are partitioned
- D. When co-location isn't possible
Answer: A,D
NEW QUESTION # 63
......
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