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| Section | Weight | Objectives |
|---|
| Topic 1: Database Management | 25-30% | - Backup and Recovery
- 1. Full vs incremental backup
- 2. gpcrondump and gpdbrestore
- 3. Disaster recovery procedures
- Database Operations
- 1. User and role management
- 2. GPADMIN account management
- 3. Creating databases and schemas
- Table Management
- 1. Partitioning strategies
- 2. Indexes and bitmap indexes
- 3. Table distribution (DISTRIBUTED BY/KEY)
|
| Topic 2: Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Network configuration
- 2. Hardware and OS requirements
- 3. Disk space planning
- Installation Procedures
- 1. Greenplum Cluster initialization
- 2. Post-installation verification
- 3. Master and segment host setup
|
| Topic 3: Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Compression strategies
- 2. Vacuum and analyze operations
- 3. Workload management
- Resource Management
- 1. Resource queues configuration
- 2. Concurrency control
- 3. Memory management across segments
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
|
| Topic 4: 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. Performance monitoring views
- 3. Log management
|
| Topic 5: 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. 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 (Q104-Q109):
NEW QUESTION # 104
Which open-source framework is integrated into Greenplum to support in-database machine learning?
- A. PyTorch
- B. Apache Spark
- C. MADlib
- D. TensorFlow
Answer: C
NEW QUESTION # 105
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_Buffer(store_geom, 5) = customer_geom
- B. ST_DWithin(customer_geom, store_geom, 5000)
- C. ST_Contains(customer_geom, store_geom)
- D. ST_Area(store_geom) < 5000
Answer: B
NEW QUESTION # 106
What are two key differences between gpbackup and pg_dump when used in Greenplum?
(Choose two)
- A. gpbackup supports incremental backups natively
- B. gpbackup supports multi-segment parallelism
- C. gpbackup is optimized for Greenplum's distributed architecture
- D. pg_dump is exclusive to append-only tables
Answer: B,C
NEW QUESTION # 107
Which spatial function can be used to check whether two geometries share any portion of space?
- A. ST_Intersects
- B. ST_Perimeter
- C. ST_Area
- D. ST_Length
Answer: A
NEW QUESTION # 108
Which two functions does GPText provide when working with unstructured data?
(Choose two)
- A. Tokenization and text normalization
- B. Full-text search on document fields
- C. Database mirroring
- D. Automated schema migration
Answer: A,B
NEW QUESTION # 109
......
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