- Exam Code: D-DS-OP-23
- Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
- Updated: Aug 20, 2026
- Q & A: 103 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Data Processing Frameworks | 22% | - Apache Spark optimization - Batch and real-time processing optimization - Hadoop ecosystem tuning |
| Governance, Security & Compliance | 15% | - Regulatory compliance - Security and privacy protection - Data governance policies |
| Monitoring, Troubleshooting & Workload Management | 10% | - Cluster resource allocation - Performance monitoring and logging - Bottleneck identification and resolution |
| Storage & Data Management | 18% | - SQL/NoSQL performance tuning - Distributed storage system optimization - Data formats, partitioning, and indexing |
| Streaming & IoT Data Processing | 15% | - Real-time ingestion frameworks - Stream processing optimization - Pravega, Kafka, NiFi usage |
| Data Pipeline Optimization | 20% | - ETL/ELT workflow optimization - Reduce latency and improve throughput - Design scalable and efficient data pipelines |
1. Which of the following data structures in Python is immutable?
A) Tuple
B) Set
C) Dictionary
D) List
2. What is a common use case for a document-based NoSQL database like MongoDB?
A) Storing structured tabular data
B) Tracking real-time data streams
C) Managing hierarchical data
D) Performing complex SQL queries
3. Which characteristic of a relational database ensures that each row in a table is uniquely identifiable?
A) Joins
B) Indexing
C) Primary key
D) Foreign key
4. Which layer in the EdgeX Foundry architecture provides a REST API that enables clients to establish new requests?
A) Core Services
B) Support Services
C) Application/Export Services
D) Device Services
5. Which tools are used for security considerations in the Hadoop ecosystem? (Select all that apply)
A) Apache Atlas
B) Apache Knox
C) Apache Flink
D) Apache Ranger
E) Apache Sentry
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: A,B,D,E |
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