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| Section | Weight | Objectives |
|---|
| Greenplum Architecture and Design | 20-25% | - MPP Architecture Overview
- 1. Segment servers and master node architecture
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Interconnect communication
- Storage and Memory Architecture
- 1. Columnar vs row-oriented storage
- 2. Resource queue management
- 3. Append-optimized tables
|
| Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Query cancellation and deadlocks
- 2. Interconnect issues
- 3. Disk space problems
- 4. Segment failure handling
- System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
|
| 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. Compression strategies
- 3. Vacuum and analyze operations
- Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
|
| Database Management | 25-30% | - Database Operations
- 1. GPADMIN account management
- 2. User and role management
- 3. Creating databases and schemas
- Table Management
- 1. Partitioning strategies
- 2. Indexes and bitmap indexes
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Backup and Recovery
- 1. Disaster recovery procedures
- 2. gpcrondump and gpdbrestore
- 3. Full vs incremental backup
|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Disk space planning
- 3. Network configuration
- Installation Procedures
- 1. Post-installation verification
- 2. Master and segment host setup
- 3. Greenplum Cluster initialization
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q84-Q89):
NEW QUESTION # 84
What is the primary purpose of segment mirroring in Greenplum?
- A. To provide fault tolerance for segment node failures
- B. To improve query performance
- C. To enable external table backups
- D. To replicate data between clusters
Answer: A
NEW QUESTION # 85
Greenplum uses the ___ clause in external table definitions to specify how input data is formatted, such as CSV or TEXT.
- A. FORMAT
- B. OPTIONS
- C. ENCODING
- D. LANGUAGE
Answer: A
NEW QUESTION # 86
How can VACUUM ANALYZE help improve query performance in Greenplum?
- A. By compressing indexes for faster access
- B. By converting heap tables to append-only tables
- C. By updating table statistics used by the optimizer
- D. By removing all user data
Answer: C
NEW QUESTION # 87
What does the gptext-create utility primarily configure?
- A. Query rewriting rules
- B. Network bandwidth usage
- C. Solr collections and schemas
- D. New Greenplum segment nodes
Answer: C
NEW QUESTION # 88
What is required before training any machine learning model using MADlib in Greenplum?
- A. Enabling of MADlib in every user schema
- B. Conversion of table to external format
- C. Structured input data with labeled features
- D. Indexing of all numeric columns
Answer: C
NEW QUESTION # 89
......
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