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Question 89/156
You have an Azure Databricks workspace named workspace! in the Standard pricing tier. Workspace1 contains an all-purpose cluster named cluster). You need to reduce the time it takes for cluster 1 to start and scale up. The solution must minimize costs. What should you do first?
Correct Answer: C
You can use Databricks Pools to Speed up your Data Pipelines and Scale Clusters Quickly.
Databricks Pools, a managed cache of virtual machine instances that enables clusters to start and scale 4 times faster.
Reference:
https://databricks.com/blog/2019/11/11/databricks-pools-speed-up-data-pipelines.html
Databricks Pools, a managed cache of virtual machine instances that enables clusters to start and scale 4 times faster.
Reference:
https://databricks.com/blog/2019/11/11/databricks-pools-speed-up-data-pipelines.html
- Question List (156q)
- Question 1: You have an Azure subscription that contains an Azure Databr...
- Question 2: You have an Azure Databricks workspace named workspace1 in t...
- Question 3: You build an Azure Data Factory pipeline to move data from a...
- Question 4: You have a table in an Azure Synapse Analytics dedicated SQL...
- Question 5: In Azure Data Factory, you have a schedule trigger that is s...
- Question 6: You plan to create an Azure Data Lake Storage Gen2 account Y...
- Question 7: You plan to use an Apache Spark pool in Azure Synapse Analyt...
- Question 8: You have a partitioned table in an Azure Synapse Analytics d...
- Question 9: You need to design a data retention solution for the Twitter...
- Question 10: Note: This question is part of a series of questions that pr...
- Question 11: You need to output files from Azure Data Factory. Which file...
- Question 12: You are designing an inventory updates table in an Azure Syn...
- Question 13: You use PySpark in Azure Databricks to parse the following J...
- Question 14: that has the activity shown in the following exhibit. (Exhib...
- Question 15: You have an Azure Stream Analytics job that receives clickst...
- Question 16: You have an Azure SQL database named Database1 and two Azure...
- Question 17: You are building a data flow in Azure Data Factory that upse...
- Question 18: What should you recommend to prevent users outside the Litwa...
- Question 19: You are batch loading a table in an Azure Synapse Analytics ...
- Question 20: You have an Azure subscription that contains an Azure Synaps...
- Question 21: You have a data warehouse in Azure Synapse Analytics. You ne...
- Question 22: You plan to monitor an Azure data factory by using the Monit...
- Question 23: You are designing a monitoring solution for a fleet of 500 v...
- Question 24: You are building an Azure Stream Analytics job to identify h...
- Question 25: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 26: You need to collect application metrics, streaming query eve...
- Question 27: You have an enterprise data warehouse in Azure Synapse Analy...
- Question 28: You have an Azure Data Lake Storage account that contains a ...
- Question 29: You have an Azure data factor/ connected to a Git repository...
- Question 30: You develop a dataset named DBTBL1 by using Azure Databricks...
- Question 31: You have an Azure Synapse Analytics serverless SQL pool, an ...
- Question 32: You are designing an Azure Data Lake Storage solution that w...
- Question 33: You have an Azure subscription that contains an Azure Synaps...
- Question 34: You are designing a security model for an Azure Synapse Anal...
- Question 35: You have an Azure Data Factory that contains 10 pipelines. Y...
- Question 36: You are designing a date dimension table in an Azure Synapse...
- Question 37: You have an Azure data factory. You need to examine the pipe...
- Question 38: You are designing an Azure Databricks cluster that runs user...
- Question 39: You have an Azure data factory. You need to examine the pipe...
- Question 40: What should you recommend using to secure sensitive customer...
- Question 41: You have an Azure Blob storage account that contains a folde...
- Question 42: You are designing an Azure Databricks table. The table will ...
- Question 43: You have an Azure subscription that contains the resources s...
- Question 44: You have an Azure subscription that is linked to a hybrid Az...
- Question 45: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 46: You are designing an enterprise data warehouse in Azure Syna...
- Question 47: You have an Azure Data Lake Storage account that has a virtu...
- Question 48: Note: The question is part of a series of questions that pre...
- Question 49: You need to design a data retention solution for the Twitter...
- Question 50: You have an Azure Data Lake Storage account that contains a ...
- Question 51: You need to integrate the on-premises data sources and Azure...
- Question 52: You have an Azure Data Lake Storage Gen2 account that contai...
- Question 53: The storage account container view is shown in the Refdata e...
- Question 54: You have two fact tables named Flight and Weather. Queries t...
- Question 55: Note: This question is part of a series of questions that pr...
- Question 56: You are implementing Azure Stream Analytics windowing functi...
- Question 57: You have an Azure Data Factory pipeline that contains a data...
- Question 58: You have an Azure subscription that contains an Azure Synaps...
- Question 59: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 60: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 61: You need to create a partitioned table in an Azure Synapse A...
- Question 62: You have a Microsoft SQL Server database that uses a third n...
- Question 63: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 64: You are designing an Azure Stream Analytics job to process i...
- Question 65: You are designing the folder structure for an Azure Data Lak...
- Question 66: You are designing an Azure Data Lake Storage Gen2 container ...
- Question 67: You are designing a real-time dashboard solution that will v...
- Question 68: You have files and folders in Azure Data Lake Storage Gen2 f...
- Question 69: Note: This question is part of a series of questions that pr...
- Question 70: You are designing an Azure Synapse Analytics dedicated SQL p...
- Question 71: Note: This question is part of a series of questions that pr...
- Question 72: You are designing an anomaly detection solution for streamin...
- Question 73: You configure version control for an Azure Data Factory inst...
- Question 74: You have an Azure Synapse Analytics dedicated SQL pool mat c...
- Question 75: You need to design a solution that will process streaming da...
- Question 76: You are processing streaming data from vehicles that pass th...
- Question 77: You are designing a dimension table for a data warehouse. Th...
- Question 78: You are building a database in an Azure Synapse Analytics se...
- Question 79: You have an Azure subscription that contains an Azure Data L...
- Question 80: The following code segment is used to create an Azure Databr...
- Question 81: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 82: You have an Azure Data Factory instance named ADF1 and two A...
- Question 83: You have an Azure Synapse Analytics dedicated SQL pod. You n...
- Question 84: You are building an Azure Stream Analytics job that queries ...
- Question 85: You have an Azure Factory instance named DF1 that contains a...
- Question 86: You have an Azure Data Lake Storage Gen 2 account named stor...
- Question 87: You have the following table named Employees. (Exhibit) You ...
- Question 88: You are designing a fact table named FactPurchase in an Azur...
- Question 89: You have an Azure Databricks workspace named workspace! in t...
- Question 90: You are designing a financial transactions table in an Azure...
- Question 91: You have an Azure subscription that contains an Azure Synaps...
- Question 92: You plan to create a real-time monitoring app that alerts us...
- Question 93: You have an Azure Data Factory pipeline shown the following ...
- Question 94: You use Azure Data Factory to prepare data to be queried by ...
- Question 95: You plan to create a dimension table in Azure Synapse Analyt...
- Question 96: You have an Azure subscription that contains the resources s...
- Question 97: You are building an Azure Data Factory solution to process d...
- Question 98: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 99: You are creating a new notebook in Azure Databricks that wil...
- Question 100: You have an Azure subscription that contains an Azure Synaps...
- Question 101: A company purchases IoT devices to monitor manufacturing mac...
- Question 102: You configure monitoring for a Microsoft Azure SQL Data Ware...
- Question 103: You are designing an Azure Synapse Analytics workspace. You ...
- Question 104: You have an Azure Synapse Analytics dedicated SQL pool named...
- Question 105: You have an Azure subscription that contains an Azure Synaps...
- Question 106: Note: This question is part of a series of questions that pr...
- Question 107: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 108: You need to implement versioned changes to the integration p...
- Question 109: You need to schedule an Azure Data Factory pipeline to execu...
- Question 110: You use Azure Data Lake Storage Gen2 to store data that data...
- Question 111: Note: This question is part of a series of questions that pr...
- Question 112: Note: This question is part of a series of questions that pr...
- Question 113: You need to implement an Azure Databricks cluster that autom...
- Question 114: You have an Azure Active Directory (Azure AD) tenant that co...
- Question 115: You have an Azure Databricks workspace and an Azure Data Lak...
- Question 116: You need to build a solution to ensure that users can query ...
- Question 117: You are designing a security model for an Azure Synapse Anal...
- Question 118: You are planning the deployment of Azure Data Lake Storage G...
- Question 119: You have an Azure subscription that contains an Azure Cosmos...
- Question 120: You are deploying a lake database by using an Azure Synapse ...
- Question 121: You have an Azure data factory that has the Git repository s...
- Question 122: You are responsible for providing access to an Azure Data La...
- Question 123: You plan to perform batch processing in Azure Databricks onc...
- Question 124: You are designing an application that will use an Azure Data...
- Question 125: You have an Azure data factory. You need to ensure that pipe...
- Question 126: You are planning a solution to aggregate streaming data that...
- Question 127: You have an Azure Synapse Analytics dedicated SQL pool. You ...
- Question 128: Note: This question is part of a series of questions that pr...
- Question 129: You plan to create a table in an Azure Synapse Analytics ded...
- Question 130: You have an Azure Synapse Analytics Apache Spark pool named ...
- Question 131: You are monitoring an Azure Stream Analytics job. The Backlo...
- Question 132: You have an Azure Data Lake Storage Gen2 account that contai...
- Question 133: You plan to implement an Azure Data Lake Storage Gen2 contai...
- Question 134: You have two Azure Storage accounts named Storage1 and Stora...
- Question 135: You plan to build a structured streaming solution in Azure D...
- Question 136: You are designing the folder structure for an Azure Data Lak...
- Question 137: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 138: Note: This question is part of a series of questions that pr...
- Question 139: You have the following Azure Stream Analytics query. (Exhibi...
- Question 140: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 141: You have an Azure data factory named ADM that contains a pip...
- Question 142: You have an enterprise data warehouse in Azure Synapse Analy...
- Question 143: You have an Azure Data Lake Storage Gen2 account that contai...
- Question 144: You have a data model that you plan to implement in a data w...
- Question 145: You plan to create an Azure Data Factory pipeline that will ...
- Question 146: You plan to create an Azure Synapse Analytics dedicated SQL ...
- Question 147: You need to design the partitions for the product sales tran...
- Question 148: You are designing a star schema for a dataset that contains ...
- Question 149: You are designing an Azure Synapse Analytics dedicated SQL p...
- Question 150: You have several Azure Data Factory pipelines that contain a...
- Question 151: You plan to ingest streaming social media data by using Azur...
- Question 152: You plan to develop a dataset named Purchases by using Azure...
- Question 153: You have an Azure Stream Analytics query. The query returns ...
- Question 154: You have an Azure Data Lake Storage Gen2 container. Data is ...
- Question 155: You have an Azure Synapse Analytics dedicated SQL pool that ...
- Question 156: You are designing an application that will store petabytes o...
