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| Section | Weight | Objectives |
|---|
| Topic 1: Installation and Configuration | 20-25% | - Installation Procedures
- 1. Post-installation verification
- 2. Master and segment host setup
- 3. Greenplum Cluster initialization
- Pre-requisites and Planning
- 1. Disk space planning
- 2. Network configuration
- 3. Hardware and OS requirements
|
| Topic 2: Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Resource queue management
- 2. Append-optimized tables
- 3. Columnar vs row-oriented storage
- MPP Architecture Overview
- 1. Segment servers and master node architecture
- 2. Interconnect communication
- 3. Data distribution strategies (hash, random, round-robin)
|
| Topic 3: Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. EXPLAIN ANALYZE interpretation
- 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
|
| Topic 4: Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. gp_toolkit usage
- 2. Log management
- 3. Performance monitoring views
- Common Issues and Solutions
- 1. Disk space problems
- 2. Segment failure handling
- 3. Query cancellation and deadlocks
- 4. Interconnect issues
|
| Topic 5: Database Management | 25-30% | - Backup and Recovery
- 1. Full vs incremental backup
- 2. Disaster recovery procedures
- 3. gpcrondump and gpdbrestore
- Table Management
- 1. Indexes and bitmap indexes
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Partitioning strategies
- Database Operations
- 1. GPADMIN account management
- 2. User and role management
- 3. Creating databases and schemas
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q129-Q134):
NEW QUESTION # 129
Which open-source framework is integrated into Greenplum to support in-database machine learning?
- A. PyTorch
- B. MADlib
- C. TensorFlow
- D. Apache Spark
Answer: B
NEW QUESTION # 130
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 # 131
Which two statements are true regarding the ST_DWithin function in PostGIS?
(Choose two)
- A. It returns true if two geometries are within a specified distance
- B. It is used to measure the area of a geometry
- C. It can leverage spatial indexes for performance
- D. It only works on GEOGRAPHY types
Answer: A,C
NEW QUESTION # 132
What SQL keyword is used to invoke a MADlib function in Greenplum?
- A. EXECUTE
- B. MADRUN
- C. SELECT
- D. CALL
Answer: C
NEW QUESTION # 133
Greenplum's MPP architecture allows data to be processed in ___ across multiple segment instances.
- A. memory
- B. isolation
- C. serial
- D. parallel
Answer: D
NEW QUESTION # 134
......
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