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| Section | Weight | Objectives |
|---|
| Topic 1: Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Resource queues configuration
- 2. Concurrency control
- 3. Memory management across segments
- Performance Best Practices
- 1. Vacuum and analyze operations
- 2. Workload management
- 3. Compression strategies
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Query profiling tools
- 3. Statistics collection (ANALYZE)
|
| Topic 2: Database Management | 25-30% | - 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
- Database Operations
- 1. Creating databases and schemas
- 2. User and role management
- 3. GPADMIN account management
|
| Topic 3: Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Log management
- 2. Performance monitoring views
- 3. gp_toolkit usage
- Common Issues and Solutions
- 1. Disk space problems
- 2. Segment failure handling
- 3. Query cancellation and deadlocks
- 4. Interconnect issues
|
| Topic 4: Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Resource queue management
- 3. Columnar vs row-oriented storage
- MPP Architecture Overview
- 1. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
|
| Topic 5: Installation and Configuration | 20-25% | - Installation Procedures
- 1. Greenplum Cluster initialization
- 2. Master and segment host setup
- 3. Post-installation verification
- Pre-requisites and Planning
- 1. Disk space planning
- 2. Network configuration
- 3. Hardware and OS requirements
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q111-Q116):
NEW QUESTION # 111
What is a major advantage of using in-database machine learning with Greenplum?
- A. Eliminates the need for parallel computing
- B. Avoids data movement by running models close to the data
- C. Allows GPU-based training by default
- D. Reduces storage requirements by compressing models
Answer: B
NEW QUESTION # 112
A data architect is designing a Greenplum database for an e-commerce company handling large datasets with frequent joins on customer_id. To optimize performance and ensure even data distribution across segments, what should the architect do?
- A. Use replicated tables on all segments
- B. Define hash distribution on customer_id for related tables
- C. Apply random distribution for all tables
- D. Store all tables on the master node for centralized access
Answer: B
NEW QUESTION # 113
Greenplum runs in a ___ mode when a mirror segment is unavailable but its primary is operational.
- A. degraded
- B. panic
- C. maintenance
- D. sync
Answer: A
NEW QUESTION # 114
Which Greenplum component provides distributed full-text search and indexing capabilities?
- A. PL/Container
- B. MADlib
- C. GPText
- D. GPFDIST
Answer: C
NEW QUESTION # 115
The SQL function ___ is used in Greenplum to perform text-based queries against GPText collections.
- A. gptext_extract()
- B. solr_index()
- C. gptext_search()
- D. madlib_predict()
Answer: C
NEW QUESTION # 116
......
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