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| Section | Weight | Objectives |
|---|---|---|
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - Text analytics (GPText) - Spatial data processing (PostGIS, H3) - In-database ML (MADlib) |
| Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
1. GPText stores searchable documents within a logical container called a ___, which is managed by Solr.
A) partition
B) schema
C) collection
D) segment
2. What are two benefits of performing ML model training directly inside Greenplum using MADlib?
(Choose two)
A) Eliminates data extraction for model training
B) Runs models directly on GPU nodes
C) Takes advantage of Greenplum's parallel architecture
D) Automatically generates visualization dashboards
3. A Greenplum external table is primarily used to:
A) Create machine learning models
B) Replicate data from one database to another
C) Allow querying data stored outside the database without loading it
D) Execute system-level commands directly from SQL
4. Which two file protocols can be used in the LOCATION clause of an external table in Greenplum?
(Choose two)
A) ftp
B) http
C) Gpfdist
D) file
5. Which two query characteristics can lead to inefficient execution plans in Greenplum?
(Choose two)
A) Using partitioned tables with filters
B) Queries using WHERE clause on indexed columns
C) Large result sets with no LIMIT clause
D) Joins between non-co-located tables
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,C | Question # 3 Answer: C | Question # 4 Answer: B,C | Question # 5 Answer: C,D |
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