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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Topic 2: Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance |
| Topic 3: Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - Text analytics (GPText) - Spatial data processing (PostGIS, H3) - In-database ML (MADlib) |
| Topic 4: SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Topic 5: Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Topic 6: Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Topic 7: Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Topic 8: Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Topic 9: Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
| Topic 10: Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
1. What core technology does GPText integrate with to perform search and indexing operations?
A) ElasticSearch
B) Apache Solr
C) PostgreSQL Logical Replication
D) Apache Kafka
2. How does Greenplum handle parallelism during ML model training using MADlib?
A) It uses hash joins to improve accuracy
B) It distributes training data across segments
C) It offloads training to a single segment for consistency
D) It runs models sequentially on the master node
3. What SQL keyword is used to invoke a MADlib function in Greenplum?
A) MADRUN
B) EXECUTE
C) SELECT
D) CALL
4. What is the primary benefit of using H3 indexing in spatial queries?
A) Offers hexagonal, hierarchical spatial indexing
B) Provides GPU acceleration
C) Replaces PostGIS in Greenplum
D) Automatically generates map tiles
5. In the context of Greenplum's segment nodes, which two statements are true?
(Choose two)
A) Segments share disk with other segments
B) Each segment runs its own PostgreSQL instance
C) Segments execute parts of the query independently
D) Segments cannot store replicated data
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B,C |
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