BenchMark Quizzes by MDFT Pro

Identify Services That Support Spark Structured Streaming

You work as a data engineer for MDFT Pro, a well-known training agency that provides Microsoft certification courses. The company needs to implement real-time analytics to monitor student engagement during online courses by processing streaming data from their learning management system. Mark, the technical lead, has asked you to identify which Azure services support Spark Structured Streaming for building complex data streaming solutions.

Claire, the analytics team lead, needs to understand which services can handle continuous streams of student activity data, course completion events, and real-time assessment results using Apache Spark-based streaming capabilities.

Which services support Spark Structured Streaming?

Choose all correct answers from the options below.

Explanations for each answer:

Azure HDInsight is correct. Azure HDInsight is a managed Apache Hadoop and Spark service that provides native support for Spark Structured Streaming. It offers a fully managed environment for running Spark streaming applications with built-in cluster management and scaling capabilities.
Azure Databricks is correct. Azure Databricks is an optimized Apache Spark analytics platform that provides comprehensive support for Spark Structured Streaming. It offers collaborative notebooks, automated cluster management, and enhanced performance optimizations specifically designed for Spark workloads.
Azure Synapse Analytics is correct. Azure Synapse Analytics includes Apache Spark pools that support Spark Structured Streaming. It provides an integrated analytics platform where you can combine data warehousing, big data analytics, and machine learning, including real-time stream processing capabilities.
Azure SQL Database is incorrect. Azure SQL Database is a relational database service that doesn't support Apache Spark or Spark Structured Streaming. It's designed for traditional SQL workloads and doesn't provide the distributed computing capabilities needed for stream processing.
Power BI is incorrect. Power BI is a business intelligence and data visualization tool that consumes processed data for reporting. While it can connect to streaming data sources, it doesn't provide Spark Structured Streaming capabilities for data processing.

Learn more about Spark Structured Streaming:

Spark Structured Streaming

Exam Preparation Quiz

Identify Services That Support Spark Structured Streaming