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| Section | Weight | Objectives |
|---|
| Database Management | 25-30% | - Table Management
- 1. Indexes and bitmap indexes
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Partitioning strategies
- Database Operations
- 1. Creating databases and schemas
- 2. GPADMIN account management
- 3. User and role management
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
|
| Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. EXPLAIN ANALYZE interpretation
- 3. Query profiling tools
- Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
- Resource Management
- 1. Resource queues configuration
- 2. Memory management across segments
- 3. Concurrency control
|
| 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
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Log management
- 2. gp_toolkit usage
- 3. Performance monitoring views
- Common Issues and Solutions
- 1. Interconnect issues
- 2. Query cancellation and deadlocks
- 3. Segment failure handling
- 4. Disk space problems
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Columnar vs row-oriented storage
- 3. Resource queue management
- MPP Architecture Overview
- 1. Segment servers and master node architecture
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Interconnect communication
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q100-Q105):
NEW QUESTION # 100
How does Greenplum ensure high availability of its master node?
- A. Through a distributed file system
- B. By automatically restarting failed services
- C. By replicating data across all segment nodes
- D. Through the use of a standby master node
Answer: D
NEW QUESTION # 101
In Greenplum, which of the following is true about a schema?
- A. It organizes database objects logically within a database
- B. It refers to a complete physical database
- C. It manages user session variables
- D. It is used to distribute data across segments
Answer: A
NEW QUESTION # 102
Which two functions does GPText provide when working with unstructured data?
(Choose two)
- A. Automated schema migration
- B. Database mirroring
- C. Full-text search on document fields
- D. Tokenization and text normalization
Answer: C,D
NEW QUESTION # 103
A geospatial analyst is building a query in Greenplum to identify all stores within a 5 km radius of each customer location. The coordinates are stored as geometry points.
Which PostGIS function should they use in the WHERE clause?
- A. ST_DWithin(customer_geom, store_geom, 5000)
- B. ST_Area(store_geom) < 5000
- C. ST_Buffer(store_geom, 5) = customer_geom
- D. ST_Contains(customer_geom, store_geom)
Answer: A
NEW QUESTION # 104
Which of the following algorithms is available in the MADlib library?
- A. Long Short-Term Memory (LSTM)
- B. Logistic Regression
- C. YOLOv3
- D. Convolutional Neural Network (CNN)
Answer: B
NEW QUESTION # 105
......
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