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| Section | Weight | Objectives |
|---|
| Topic 1: Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Vacuum and analyze operations
- 2. Workload management
- 3. Compression strategies
- Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
|
| Topic 2: 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. Hardware and OS requirements
- 2. Disk space planning
- 3. Network configuration
|
| Topic 3: Database Management | 25-30% | - Table Management
- 1. Table distribution (DISTRIBUTED BY/KEY)
- 2. Partitioning strategies
- 3. Indexes and bitmap indexes
- Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
- Database Operations
- 1. GPADMIN account management
- 2. Creating databases and schemas
- 3. User and role management
|
| Topic 4: Greenplum Architecture and Design | 20-25% | - MPP Architecture Overview
- 1. Interconnect communication
- 2. Segment servers and master node architecture
- 3. Data distribution strategies (hash, random, round-robin)
- Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Resource queue management
- 3. Columnar vs row-oriented storage
|
| Topic 5: Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Disk space problems
- 2. Segment failure handling
- 3. Query cancellation and deadlocks
- 4. Interconnect issues
- System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q118-Q123):
NEW QUESTION # 118
When working with GPText, what is a "collection"?
- A. A logical backup group for text data
- B. A distributed full-text index in Solr
- C. A group of external readable tables
- D. A memory pool for stored JSON blobs
Answer: B
NEW QUESTION # 119
Which two statements about Greenplum table partitioning are true?
(Choose two)
- A. Partitions are automatically replicated across all segments
- B. Partitioning allows the database to prune unnecessary data during queries
- C. Partitioned tables cannot be analyzed using EXPLAIN
- D. You can define subpartitions within a partition
Answer: B,D
NEW QUESTION # 120
Greenplum uses the ___ library to support scalable, in-database machine learning for structured datasets.
- A. sklearn
- B. keras
- C. pandas
- D. MADlib
Answer: D
NEW QUESTION # 121
Which of the following algorithms is available in the MADlib library?
- A. YOLOv3
- B. Long Short-Term Memory (LSTM)
- C. Logistic Regression
- D. Convolutional Neural Network (CNN)
Answer: C
NEW QUESTION # 122
Which two use cases are ideal for gpexpand in a Greenplum environment?
(Choose two)
- A. Adding new segment nodes for horizontal scaling
- B. Removing unused master nodes
- C. Redistributing data for better performance
- D. Compressing data in existing partitions
Answer: A,C
NEW QUESTION # 123
......
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