Match the data processing engines with their functionalities: Batch Processing | Processes data in real time as it is ingested, Graph Processing | Provides immediate responses to q... Match the data processing engines with their functionalities: Batch Processing | Processes data in real time as it is ingested, Graph Processing | Provides immediate responses to queries, Interactive Processing | Processes large volumes of data on a scheduled basis, Stream Processing | Analyzes relationships and connections within data.
Understand the Problem
The question is asking to match different data processing engines to their respective functionalities. We need to understand what each type of processing does to correctly assign them to their definitions.
Answer
Batch Processing: Processes large volumes of data on a scheduled basis; Stream Processing: Processes data in real time as it is ingested; Graph Processing: Analyzes relationships and connections within data; Interactive Processing: Provides immediate responses to queries
Batch Processing: Processes large volumes of data on a scheduled basis Stream Processing: Processes data in real time as it is ingested Graph Processing: Analyzes relationships and connections within data Interactive Processing: Provides immediate responses to queries
Answer for screen readers
Batch Processing: Processes large volumes of data on a scheduled basis Stream Processing: Processes data in real time as it is ingested Graph Processing: Analyzes relationships and connections within data Interactive Processing: Provides immediate responses to queries
More Information
Each data processing technique serves different data handling needs. Batch processing is suited for operations that don't need to be instant, while stream processing is crucial for applications where real-time data handling is necessary. Graph and interactive processing serve specialized query purposes.
Tips
Confusing batch processing with stream processing due to similar words like 'processing'. Batch is scheduled, while stream is real-time.
Sources
- Exam DP-900 topic 1 question 47 discussion - ExamTopics - examtopics.com
- Big Data And Hadoop | by Sujatha Mudadla | Oct 2024 - Medium - medium.com
- Big Data Analytics Options on AWS - AWS Whitepaper - docs.aws.amazon.com
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