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| Section | Weight | Objectives |
|---|
| Topic 1: Greenplum Architecture and Design | 20-25% | - MPP Architecture Overview
- 1. Interconnect communication
- 2. Data distribution strategies (hash, random, round-robin)
- 3. Segment servers and master node architecture
- Storage and Memory Architecture
- 1. Columnar vs row-oriented storage
- 2. Append-optimized tables
- 3. Resource queue management
|
| Topic 2: Installation and Configuration | 20-25% | - Installation Procedures
- 1. Master and segment host setup
- 2. Post-installation verification
- 3. Greenplum Cluster initialization
- Pre-requisites and Planning
- 1. Network configuration
- 2. Hardware and OS requirements
- 3. Disk space planning
|
| Topic 3: Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Disk space problems
- 2. Interconnect issues
- 3. Query cancellation and deadlocks
- 4. Segment failure handling
- System Monitoring
- 1. Performance monitoring views
- 2. Log management
- 3. gp_toolkit usage
|
| Topic 4: Database Management | 25-30% | - Database Operations
- 1. User and role management
- 2. Creating databases and schemas
- 3. GPADMIN account management
- Table Management
- 1. Indexes and bitmap indexes
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Partitioning strategies
- Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
|
| Topic 5: Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Concurrency control
- 2. Memory management across segments
- 3. Resource queues configuration
- Performance Best Practices
- 1. Workload management
- 2. Vacuum and analyze operations
- 3. Compression strategies
- Query Analysis
- 1. EXPLAIN ANALYZE interpretation
- 2. Statistics collection (ANALYZE)
- 3. Query profiling tools
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q67-Q72):
NEW QUESTION # 67
What Greenplum component supports spatial indexing using hexagonal grids?
- A. PL/Container
- B. GPText
- C. H3
- D. MADlib
Answer: C
NEW QUESTION # 68
What is the function of the gpstop utility in Greenplum?
- A. Stops replication on standby master
- B. Uninstalls all Greenplum extensions
- C. Shuts down all Greenplum cluster components
- D. Terminates a single user session
Answer: C
NEW QUESTION # 69
Which two steps are typically required when building a supervised learning model using MADlib?
(Choose two)
- A. Creating a feature matrix and target column
- B. Compressing the model using ORC
- C. Migrating the database to Hadoop
- D. Running the MADlib training function
Answer: A,D
NEW QUESTION # 70
Which two components are typically used together for high-performance parallel data loading in Greenplum?
(Choose two)
- A. gpfdist
- B. gptransfer
- C. psql
- D. gpload
Answer: A,D
NEW QUESTION # 71
What key information does the GPCC Query Monitor provide to database administrators?
- A. System BIOS configuration
- B. Network latency between segment hosts
- C. Number of files uploaded by users
- D. Query performance metrics and runtime details
Answer: D
NEW QUESTION # 72
......
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