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| Section | Weight | Objectives |
|---|
| Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Concurrency control
- 2. Memory management across segments
- 3. Resource queues configuration
- Performance Best Practices
- 1. Compression strategies
- 2. Vacuum and analyze operations
- 3. Workload management
- Query Analysis
- 1. Query profiling tools
- 2. EXPLAIN ANALYZE interpretation
- 3. Statistics collection (ANALYZE)
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Log management
- 2. Performance monitoring views
- 3. gp_toolkit usage
- Common Issues and Solutions
- 1. Query cancellation and deadlocks
- 2. Interconnect issues
- 3. Disk space problems
- 4. Segment failure handling
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Columnar vs row-oriented storage
- 2. Append-optimized tables
- 3. Resource queue management
- MPP Architecture Overview
- 1. Segment servers and master node architecture
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Interconnect communication
|
| Database Management | 25-30% | - Database Operations
- 1. User and role management
- 2. GPADMIN account management
- 3. Creating databases and schemas
- Table Management
- 1. Partitioning strategies
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Indexes and bitmap indexes
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Full vs incremental backup
- 3. Disaster recovery procedures
|
| 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 (Q70-Q75):
NEW QUESTION # 70
What is required before training any machine learning model using MADlib in Greenplum?
- A. Enabling of MADlib in every user schema
- B. Structured input data with labeled features
- C. Conversion of table to external format
- D. Indexing of all numeric columns
Answer: B
NEW QUESTION # 71
What is the primary function of the gprecoverseg utility?
- A. To recover failed segments from mirrors
- B. To reassign user privileges
- C. To upgrade all segment PostgreSQL instances
- D. To balance disk usage across segments
Answer: A
NEW QUESTION # 72
Which of the following best describes Greenplum's architecture model?
- A. Client-server model with centralized OLAP computation
- B. Master-slave replication using monolithic servers
- C. Massively parallel processing (MPP) with shared-nothing architecture
- D. Massively parallel processing (MPP) with shared memory access
Answer: C
NEW QUESTION # 73
Which open-source framework is integrated into Greenplum to support in-database machine learning?
- A. Apache Spark
- B. MADlib
- C. TensorFlow
- D. PyTorch
Answer: B
NEW QUESTION # 74
Which utility is responsible for performing a full or incremental segment recovery?
- A. gpinitstandby
- B. gpstop
- C. gpsegment
- D. gprecoverseg
Answer: D
NEW QUESTION # 75
......
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