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| Section | Weight | Objectives |
|---|
| Database Management | 25-30% | - Table Management
- 1. Indexes and bitmap indexes
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Partitioning strategies
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
- Database Operations
- 1. User and role management
- 2. GPADMIN account management
- 3. Creating databases and schemas
|
| Performance Tuning and Optimization | 20-25% | - Query Analysis
- 1. Statistics collection (ANALYZE)
- 2. Query profiling tools
- 3. EXPLAIN ANALYZE interpretation
- Resource Management
- 1. Concurrency control
- 2. Memory management across segments
- 3. Resource queues configuration
- Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Network configuration
- 3. Disk space planning
- Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
- Common Issues and Solutions
- 1. Disk space problems
- 2. Query cancellation and deadlocks
- 3. Interconnect issues
- 4. Segment failure handling
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Append-optimized tables
- 2. Columnar vs row-oriented storage
- 3. Resource queue management
- MPP Architecture Overview
- 1. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q72-Q77):
NEW QUESTION # 72
Which function would you use to apply a trained MADlib model for prediction in Greenplum?
- A. madlib_score()
- B. madlib.predict()
- C. madlib.apply_model()
- D. madlib.logregr_predict()
Answer: D
NEW QUESTION # 73
Which of the following does Greenplum's time series feature support?
- A. Enable spatial pattern recognition in datasets
- B. Understand and match the current trends with previous derived patterns
- C. Enables users to analyze the historical dataset and identify patterns
- D. Understand the factor or factors that influence certain variable(s) at different points of time
Answer: B,C,D
NEW QUESTION # 74
Which Greenplum component provides distributed full-text search and indexing capabilities?
- A. GPFDIST
- B. MADlib
- C. PL/Container
- D. GPText
Answer: D
NEW QUESTION # 75
In Greenplum, the ___ SQL clause is typically used to filter test data after training a model with MADlib.
- A. TRAIN ON
- B. CREATE INDEX
- C. GROUP BY
- D. WHERE
Answer: D
NEW QUESTION # 76
Which two steps are typically required when building a supervised learning model using MADlib?
(Choose two)
- A. Running the MADlib training function
- B. Migrating the database to Hadoop
- C. Creating a feature matrix and target column
- D. Compressing the model using ORC
Answer: A,C
NEW QUESTION # 77
......
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