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| Section | Weight | Objectives |
|---|
| Topic 1: Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Interconnect issues
- 2. Disk space problems
- 3. Query cancellation and deadlocks
- 4. Segment failure handling
- System Monitoring
- 1. gp_toolkit usage
- 2. Performance monitoring views
- 3. Log management
|
| Topic 2: Database Management | 25-30% | - Database Operations
- 1. Creating databases and schemas
- 2. User and role management
- 3. GPADMIN account management
- Backup and Recovery
- 1. Full vs incremental backup
- 2. Disaster recovery procedures
- 3. gpcrondump and gpdbrestore
- Table Management
- 1. Partitioning strategies
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Indexes and bitmap indexes
|
| Topic 3: 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. Resource queue management
- 2. Append-optimized tables
- 3. Columnar vs row-oriented storage
|
| Topic 4: Performance Tuning and Optimization | 20-25% | - Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
- Resource Management
- 1. Memory management across segments
- 2. Concurrency control
- 3. Resource queues configuration
- Query Analysis
- 1. Query profiling tools
- 2. Statistics collection (ANALYZE)
- 3. EXPLAIN ANALYZE interpretation
|
| Topic 5: Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Disk space planning
- 2. Network configuration
- 3. Hardware and OS requirements
- Installation Procedures
- 1. Post-installation verification
- 2. Greenplum Cluster initialization
- 3. Master and segment host setup
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q137-Q142):
NEW QUESTION # 137
When creating an external table, which clause is essential for defining the data source location?
- A. ON SEGMENT
- B. PRIMARY KEY
- C. PARTITION BY
- D. LOCATION
Answer: D
NEW QUESTION # 138
Which two steps are typically required when building a supervised learning model using MADlib?
(Choose two)
- A. Compressing the model using ORC
- B. Running the MADlib training function
- C. Migrating the database to Hadoop
- D. Creating a feature matrix and target column
Answer: B,D
NEW QUESTION # 139
What are two key responsibilities of the gpinitsystem utility?
(Choose two)
- A. Backing up user data before upgrade
- B. Initializing the Greenplum system configuration
- C. Starting the Greenplum web interface
- D. Creating the data directories and segment layout
Answer: B,D
NEW QUESTION # 140
Which of the following does Greenplum's time series feature support?
- A. Enable spatial pattern recognition in datasets
- B. Understand the factor or factors that influence certain variable(s) at different points of time
- C. Enables users to analyze the historical dataset and identify patterns
- D. Understand and match the current trends with previous derived patterns
Answer: B,C,D
NEW QUESTION # 141
When should you consider creating a partitioned table in Greenplum?
- A. When queries frequently filter on a specific column like date
- B. When you have a fixed number of rows
- C. When the table has no defined primary key
- D. When the table is too small to benefit from MPP
Answer: A
NEW QUESTION # 142
......
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