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| Section | Weight | Objectives |
|---|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Log management
- 2. gp_toolkit usage
- 3. Performance monitoring views
- Common Issues and Solutions
- 1. Query cancellation and deadlocks
- 2. Segment failure handling
- 3. Disk space problems
- 4. Interconnect issues
|
| 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. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
|
| Database Management | 25-30% | - Backup and Recovery
- 1. Full vs incremental backup
- 2. gpcrondump and gpdbrestore
- 3. Disaster recovery procedures
- Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Database Operations
- 1. User and role management
- 2. Creating databases and schemas
- 3. GPADMIN account management
|
| Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Workload management
- 2. Compression strategies
- 3. Vacuum and analyze operations
- Resource Management
- 1. Memory management across segments
- 2. Resource queues configuration
- 3. Concurrency control
- Query Analysis
- 1. Query profiling tools
- 2. Statistics collection (ANALYZE)
- 3. EXPLAIN ANALYZE interpretation
|
| 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
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q106-Q111):
NEW QUESTION # 106
A data analyst wants to train a logistic regression model in Greenplum to predict customer churn. They've structured a dataset with is_churned as the target and several numeric features.
Which steps should they take to complete model training using MADlib?
- A. Create a writable external table to store model predictions
- B. Use a SELECT statement to call madlib.logregr_train() on the dataset
- C. Use gpload to load the model weights
- D. Export the data to a CSV file and train using scikit-learn
Answer: B
NEW QUESTION # 107
What does the gptext-create utility primarily configure?
- A. Network bandwidth usage
- B. Solr collections and schemas
- C. Query rewriting rules
- D. New Greenplum segment nodes
Answer: B
NEW QUESTION # 108
Which utility is responsible for performing a full or incremental segment recovery?
- A. gpstop
- B. gpsegment
- C. gpinitstandby
- D. gprecoverseg
Answer: D
NEW QUESTION # 109
Which two types of checks does gpcheckperf support for performance diagnostics?
(Choose two)
- A. Disk throughput
- B. Network latency
- C. User permission consistency
- D. Memory leak tracking
Answer: A,B
NEW QUESTION # 110
Which spatial function can be used to check whether two geometries share any portion of space?
- A. ST_Perimeter
- B. ST_Intersects
- C. ST_Length
- D. ST_Area
Answer: B
NEW QUESTION # 111
......
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