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| Section | Weight | Objectives |
|---|---|---|
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Data Loading & External Data Access | 12% | - External tables and protocols - ETL pipelines and utilities |
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - In-database ML (MADlib) - Spatial data processing (PostGIS, H3) - Text analytics (GPText) |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
Question 1
Which two types of objects can be stored within a schema in Greenplum?
(Choose two)
A. Master nodes
B. Views
C. Segments
D. Indexes
Question 2
In GPCC, the ___ tab displays a visual breakdown of query activity, including time spent in planning, execution, and data movement.
A. Workload
B. System Status
C. Admin
D. Query Monitor
Question 3
Which two steps help improve ML model accuracy when using MADlib?
(Choose two)
A. Rewriting queries using hash joins
B. Normalizing numeric input features
C. Splitting data into training and test sets
D. Repartitioning tables to a single segment
Question 4
Which two machine learning techniques are supported by MADlib in Greenplum?
(Choose two)
A. Reinforcement Learning
B. k-Means Clustering
C. Decision Tree Classification
D. Neural Style Transfer
Question 5
Which two operations are supported by the Greenplum utility gpbackup?
(Choose two)
A. Segment failover
B. Backup compression
C. Cluster mirroring
D. Table-level selective backup
Solutions:
| Question 1 Answer: B,D | Question 2 Answer: D | Question 3 Answer: B,C | Question 4 Answer: B,C | Question 5 Answer: B,D |
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