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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. Append-optimized tables
- 2. Resource queue management
- 3. Columnar vs row-oriented storage
|
| Installation and Configuration | 20-25% | - Installation Procedures
- 1. Post-installation verification
- 2. Greenplum Cluster initialization
- 3. Master and segment host setup
- Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Disk space planning
- 3. Network configuration
|
| Monitoring and Troubleshooting | 15-20% | - System Monitoring
- 1. Performance monitoring views
- 2. gp_toolkit usage
- 3. Log management
- Common Issues and Solutions
- 1. Interconnect issues
- 2. Disk space problems
- 3. Query cancellation and deadlocks
- 4. Segment failure handling
|
| Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Concurrency control
- 2. Resource queues configuration
- 3. Memory management across segments
- Query Analysis
- 1. Query profiling tools
- 2. Statistics collection (ANALYZE)
- 3. EXPLAIN ANALYZE interpretation
- Performance Best Practices
- 1. Compression strategies
- 2. Workload management
- 3. Vacuum and analyze operations
|
| Database Management | 25-30% | - Table Management
- 1. Partitioning strategies
- 2. Indexes and bitmap indexes
- 3. Table distribution (DISTRIBUTED BY/KEY)
- Database Operations
- 1. GPADMIN account management
- 2. Creating databases and schemas
- 3. User and role management
- Backup and Recovery
- 1. Full vs incremental backup
- 2. gpcrondump and gpdbrestore
- 3. Disaster recovery procedures
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q127-Q132):
NEW QUESTION # 127
What is required before training any machine learning model using MADlib in Greenplum?
- A. Conversion of table to external format
- B. Indexing of all numeric columns
- C. Structured input data with labeled features
- D. Enabling of MADlib in every user schema
Answer: C
NEW QUESTION # 128
What key information does the GPCC Query Monitor provide to database administrators?
- A. System BIOS configuration
- B. Query performance metrics and runtime details
- C. Network latency between segment hosts
- D. Number of files uploaded by users
Answer: B
NEW QUESTION # 129
Which of the following is the primary purpose of the Greenplum Command Center (GPCC)?
- A. Running data science workflows and Jupyter notebooks
- B. Managing physical segment storage
- C. Creating distributed table schemas
- D. Monitoring and administering Greenplum clusters through a web UI
Answer: D
NEW QUESTION # 130
An administrator is planning to expand a Greenplum cluster by adding three new segment hosts. After physical installation, which utility should be used to integrate the new nodes and redistribute data across them?
- A. gpexpand
- B. gprecoverseg
- C. gptransfer
- D. gpstart
Answer: A
NEW QUESTION # 131
Which Greenplum utility is used to redistribute table data across segments based on a new distribution policy?
- A. gpexpand
- B. gpmapreduce
- C. gpdist
- D. gptransfer
Answer: D
NEW QUESTION # 132
......
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