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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: Monitoring and Troubleshooting | 15-20% | - Common Issues and Solutions
- 1. Interconnect issues
- 2. Query cancellation and deadlocks
- 3. Disk space problems
- 4. Segment failure handling
- System Monitoring
- 1. Log management
- 2. Performance monitoring views
- 3. gp_toolkit usage
|
| Topic 3: Installation and Configuration | 20-25% | - Pre-requisites and Planning
- 1. Network configuration
- 2. Hardware and OS requirements
- 3. Disk space planning
- Installation Procedures
- 1. Greenplum Cluster initialization
- 2. Master and segment host setup
- 3. Post-installation verification
|
| Topic 4: Database Management | 25-30% | - Backup and Recovery
- 1. Disaster recovery procedures
- 2. Full vs incremental backup
- 3. gpcrondump and gpdbrestore
- Database Operations
- 1. GPADMIN account management
- 2. Creating databases and schemas
- 3. User and role management
- Table Management
- 1. Partitioning strategies
- 2. Table distribution (DISTRIBUTED BY/KEY)
- 3. Indexes and bitmap indexes
|
| Topic 5: 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. Vacuum and analyze operations
- 2. Workload management
- 3. Compression strategies
|
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Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions (Q86-Q91):
NEW QUESTION # 86
Which of the following are the in-database ML solutions with Greenplum?
- A. Pandas
- B. SparkML
- C. PostgresML
- D. Apache MADlib
Answer: C,D
NEW QUESTION # 87
Which feature in Greenplum enables recovery from a master node failure?
- A. Standby master
- B. Distributed checkpointing
- C. Segment replication
- D. Segment mirroring
Answer: A
NEW QUESTION # 88
What happens if an external table in Greenplum references an incorrect data format definition?
- A. The query fails with a data format error
- B. Greenplum falls back to using default formatting
- C. The table gets converted to an internal table
- D. The query auto-corrects the format
Answer: A
NEW QUESTION # 89
GPText stores searchable documents within a logical container called a ___, which is managed by Solr.
- A. schema
- B. segment
- C. partition
- D. collection
Answer: D
NEW QUESTION # 90
Which command is used to back up a Greenplum database?
- A. gpload
- B. gpbackup
- C. gpdistbackup
- D. gptransfer
Answer: B,D
NEW QUESTION # 91
......
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