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| Section | Weight | Objectives |
|---|
| Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Hardware and OS requirements
- 2. Network configuration
- 3. Disk space planning
- Installation Procedures
- 1. Post-installation verification
- 2. Master and segment host setup
- 3. Greenplum Cluster initialization
|
| Performance Tuning and Optimization | 20-25% | - Resource Management
- 1. Concurrency control
- 2. Resource queues configuration
- 3. Memory management across segments
- Performance Best Practices
- 1. Vacuum and analyze operations
- 2. Compression strategies
- 3. Workload management
- Query Analysis
- 1. Query profiling tools
- 2. EXPLAIN ANALYZE interpretation
- 3. Statistics collection (ANALYZE)
|
| Greenplum Architecture and Design | 20-25% | - Storage and Memory Architecture
- 1. Resource queue management
- 2. Columnar vs row-oriented storage
- 3. Append-optimized tables
- MPP Architecture Overview
- 1. Interconnect communication
- 2. Segment servers and master node architecture
- 3. Data distribution strategies (hash, random, round-robin)
|
| Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Query cancellation and deadlocks
- 2. Segment failure handling
- 3. Disk space problems
- 4. Interconnect issues
- System Monitoring
- 1. gp_toolkit usage
- 2. Performance monitoring views
- 3. Log management
|
| Database Management | 25-30% | - Database Operations
- 1. User and role management
- 2. GPADMIN account management
- 3. Creating databases and schemas
- Backup and Recovery
- 1. gpcrondump and gpdbrestore
- 2. Disaster recovery procedures
- 3. Full vs incremental backup
- Table Management
- 1. Indexes and bitmap indexes
- 2. Partitioning strategies
- 3. Table distribution (DISTRIBUTED BY/KEY)
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q92-Q97):
NEW QUESTION # 92
What is required before training any machine learning model using MADlib in Greenplum?
- A. Indexing of all numeric columns
- B. Structured input data with labeled features
- C. Enabling of MADlib in every user schema
- D. Conversion of table to external format
Answer: B
NEW QUESTION # 93
What is the function of gpfdist in the Greenplum data loading process?
- A. It acts as a lightweight data server to stream external files to segments
- B. It transfers tables between databases
- C. It is a Python library for in-database analytics
- D. It backs up files before loading
Answer: A
NEW QUESTION # 94
When using gptext_insert, which two options are typically required for document ingestion?
(Choose two)
- A. Database firewall exception
- B. Collection name
- C. Document ID (unique)
- D. External trigger script
Answer: B,C
NEW QUESTION # 95
What does the Greenplum Master host primarily manage?
- A. User connections, query planning, and dispatching
- B. Parallel processing of queries across segments
- C. Storage and memory allocation
- D. Execution of machine learning models
Answer: A
NEW QUESTION # 96
A Greenplum external table is primarily used to:
- A. Replicate data from one database to another
- B. Allow querying data stored outside the database without loading it
- C. Create machine learning models
- D. Execute system-level commands directly from SQL
Answer: B
NEW QUESTION # 97
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