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Question 131/139
You are planning a solution to aggregate streaming data that originates in Apache Kafka and is output to Azure Data Lake Storage Gen2. The developers who will implement the stream processing solution use Java, Which service should you recommend using to process the streaming data?
Correct Answer: C
https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing
- Question List (139q)
- Question 1: You are designing an enterprise data warehouse in Azure Syna...
- Question 2: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 3: You have two fact tables named Flight and Weather. Queries t...
- Question 4: You have an Azure data factor/ connected to a Git repository...
- Question 5: You have an Azure Stream Analytics job. You need to ensure t...
- Question 6: You have Azure Data Factory configured with Azure Repos Git ...
- Question 7: You implement an enterprise data warehouse in Azure Synapse ...
- Question 8: You use Azure Data Lake Storage Gen2. You need to ensure tha...
- Question 9: You have an Azure Data Lake Storage Gen2 account that contai...
- Question 10: You plan to ingest streaming social media data by using Azur...
- Question 11: You have an enterprise data warehouse in Azure Synapse Analy...
- Question 12: You have an Azure subscription that contains an Azure Data L...
- Question 13: You have an Azure data factory that is configured to use a G...
- Question 14: You have an Azure Synapse Analytics workspace. You plan to d...
- Question 15: Note: The question is part of a series of questions that pre...
- Question 16: You are designing an Azure Stream Analytics solution that re...
- Question 17: You have an Azure Data Factory pipeline named pipeline1 that...
- Question 18: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 19: You have an Azure Data Lake Storage account that contains CS...
- Question 20: You have a SQL pool in Azure Synapse. You plan to load data ...
- Question 21: You are developing a solution that will stream to Azure Stre...
- Question 22: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 23: You plan to develop a dataset named Purchases by using Azure...
- Question 24: What should you recommend to prevent users outside the Litwa...
- Question 25: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 26: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 27: You need to implement an Azure Databricks cluster that autom...
- Question 28: You are designing the folder structure for an Azure Data Lak...
- Question 29: You have an Azure SQL database named DB1 and an Azure Data F...
- Question 30: Note: This question is part of a series of questions that pr...
- Question 31: You have an Azure Synapse Analytics workspace that contains ...
- Question 32: You have an Azure Synapse Analytics SQL pool named Pool1 on ...
- Question 33: You need to design an Azure Synapse Analytics dedicated SQL ...
- Question 34: You are building a data flow in Azure Data Factory that upse...
- Question 35: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 36: You are monitoring an Azure Stream Analytics job. You discov...
- Question 37: Which Azure Data Factory components should you recommend usi...
- Question 38: You plan to create a dimension table in Azure Synapse Analyt...
- Question 39: You have an Azure data factory. You execute a pipeline that ...
- Question 40: You plan to use an Apache Spark pool in Azure Synapse Analyt...
- Question 41: You have an Azure Data lake Storage account that contains a ...
- Question 42: You have an Azure Synapse Analytics workspace named WS1 that...
- Question 43: You are performing exploratory analysis of the bus fare data...
- Question 44: You have a self-hosted integration runtime in Azure Data Fac...
- Question 45: You have an Azure subscription that contains an Azure Blob S...
- Question 46: You need to schedule an Azure Data Factory pipeline to execu...
- Question 47: You have an Azure Synapse Analytics dedicated SQL Pool1. Poo...
- Question 48: You have an Azure Stream Analytics job that is a Stream Anal...
- Question 49: You need to design a data retention solution for the Twitter...
- Question 50: You need to implement an Azure Synapse Analytics database ob...
- Question 51: You are designing 2 solution that will use tables in Delta L...
- Question 52: You have an Azure subscription that contains an Azure Synaps...
- Question 53: You are designing an Azure Databricks interactive cluster. T...
- Question 54: You have a table named SalesFact in an enterprise data wareh...
- Question 55: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 56: You have an enterprise data warehouse in Azure Synapse Analy...
- Question 57: You have an Azure subscription that contains an Azure Data L...
- Question 58: You are designing an anomaly detection solution for streamin...
- Question 59: You have an Azure Data Factory pipeline that has the activit...
- Question 60: You have an Azure Data Factory pipeline named pipeline1 that...
- Question 61: You have an Azure subscription that contains the resources s...
- Question 62: You have an Azure Data Lake Storage Gen2 account that contai...
- Question 63: You are building an Azure Stream Analytics job to retrieve g...
- Question 64: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 65: You are designing a real-time dashboard solution that will v...
- Question 66: you have a project in Azure DevOps that contains a repositor...
- Question 67: You are designing a highly available Azure Data Lake Storage...
- Question 68: You plan to perform batch processing in Azure Databricks onc...
- Question 69: Note: This question is part of a series of questions that pr...
- Question 70: You are designing an application that will use an Azure Data...
- Question 71: You have two Azure SQL databases named DB1 and DB2. DB1 cont...
- Question 72: You are building an Azure Data Factory solution to process d...
- Question 73: You have two Azure Storage accounts named Storage1 and Stora...
- Question 74: You have the following table named Employees. (Exhibit) You ...
- Question 75: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 76: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 77: A company purchases IoT devices to monitor manufacturing mac...
- Question 78: You are monitoring an Azure Stream Analytics job. The Backlo...
- Question 79: You have an Azure Data Factory pipeline that performs an inc...
- Question 80: You plan to monitor an Azure data factory by using the Monit...
- Question 81: You have an Azure Stream Analytics query. The query returns ...
- Question 82: You have an Azure data factory that connects to a Microsoft ...
- Question 83: In Azure Data Factory, you have a schedule trigger that is s...
- Question 84: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 85: You have an Azure subscription that contains an Azure Synaps...
- Question 86: You configure version control for an Azure Data Factory inst...
- Question 87: You are responsible for providing access to an Azure Data La...
- Question 88: You have a partitioned table in an Azure Synapse Analytics d...
- Question 89: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 90: You are designing an Azure Databricks table. The table will ...
- Question 91: You have an Azure Data Lake Storage account that contains a ...
- Question 92: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 93: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 94: You are designing an Azure Synapse Analytics dedicated SQL p...
- Question 95: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 96: You are designing a dimension table for a data warehouse. Th...
- Question 97: You are designing an Azure Databricks cluster that runs user...
- Question 98: You are designing a financial transactions table in an Azure...
- Question 99: You need to create a partitioned table in an Azure Synapse A...
- Question 100: A company plans to use Platform-as-a-Service (PaaS) to creat...
- Question 101: Note: This question is part of a series of questions that pr...
- Question 102: You have the Azure Synapse Analytics pipeline shown in the f...
- Question 103: The following code segment is used to create an Azure Databr...
- Question 104: From a website analytics system, you receive data extracts a...
- Question 105: You have an Azure Data Factory version 2 (V2) resource named...
- Question 106: You have an Azure Synapse serverless SQL pool. You need to r...
- Question 107: You have an Azure Synapse Analytics dedicated SQL pod. You n...
- Question 108: You have an Azure subscription that contains an Azure Databr...
- Question 109: You have an Azure subscription that contains an Azure Synaps...
- Question 110: You are implementing an Azure Stream Analytics solution to p...
- Question 111: You have two fact tables named Flight and Weather. Queries t...
- Question 112: You have an Azure subscription that contains an Azure Synaps...
- Question 113: You use Azure Data Lake Storage Gen2 to store data that data...
- Question 114: You are batch loading a table in an Azure Synapse Analytics ...
- Question 115: You have an Azure subscription that contains a Microsoft Pur...
- Question 116: You plan to create an Azure Data Factory pipeline that will ...
- Question 117: You have an Azure Data Lake Storage Gen2 account named accou...
- Question 118: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 119: Note: This question is part of a series of questions that pr...
- Question 120: You need to ensure that the Twitter feed data can be analyze...
- Question 121: You use Azure Stream Analytics to receive Twitter data from ...
- Question 122: You have an Azure Data Lake Storage Gen2 container. Data is ...
- Question 123: You have an Azure subscription that contains a Microsoft Pur...
- Question 124: You have an Azure data factory that connects to a Microsoft ...
- Question 125: You have an Azure subscription that contains an Azure Synaps...
- Question 126: You need to output files from Azure Data Factory. Which file...
- Question 127: You have a table in an Azure Synapse Analytics dedicated SQL...
- Question 128: You develop a dataset named DBTBL1 by using Azure Databricks...
- Question 129: You are designing a statistical analysis solution that will ...
- Question 130: You configure monitoring for a Microsoft Azure SQL Data Ware...
- Question 131: You are planning a solution to aggregate streaming data that...
- Question 132: You need to integrate the on-premises data sources and Azure...
- Question 133: You are implementing Azure Stream Analytics windowing functi...
- Question 134: You need to design an analytical storage solution for the tr...
- Question 135: You have an Azure Data Factory instance that contains two pi...
- Question 136: You have an Azure subscription that contains an Azure Cosmos...
- Question 137: You need to design a data retention solution for the Twitter...
- Question 138: You need to design the partitions for the product sales tran...
- Question 139: You have a Microsoft Purview account. The Lineage view of a ...
