Question 181

A manufacturing company has many IoT devices in facilities around the world. The company uses Amazon Kinesis Data Streams to collect data from the devices. The data includes device ID, capture date, measurement type, measurement value, and facility ID. The company uses facility ID as the partition key.
The company's operations team recently observed many WriteThroughputExceeded exceptions.
The operations team found that some shards were heavily used but other shards were generally idle.
How should the company resolve the issues that the operations team observed?
  • Question 182

    A company has a gaming application that stores data in Amazon DynamoDB tables. A data engineer needs to ingest the game data into an Amazon OpenSearch Service cluster. Data updates must occur in near real time.
    Which solution will meet these requirements?
  • Question 183

    A company has an application that is deployed on AWS. The application uses Amazon Simple Notification Service (Amazon SNS) with multiple topics. The company's security team needs to be able to audit all Publish and PublishBatch API actions for all the SNS topics. The company's application team and security team must also be able to query the audit data. The company has already established an event data store in AWS CloudTrail Lake to collect all events.
    Which solution will meet these requirements with the LEAST operational overhead?
  • Question 184

    A company runs multiple applications on AWS. The company configured each application to output logs. The company wants to query and visualize the application logs in near real time.
    Which solution will meet these requirements?
  • Question 185

    A company uses AWS Glue jobs to implement several data pipelines. The pipelines are critical to the company.
    The company needs to implement a monitoring mechanism that will alert stakeholders if the pipelines fail.
    Which solution will meet these requirements with the LEAST operational overhead?
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