Your company is using AWS services to process and analyze data. You are tasked with analyzing logs generated by a big data application running on Amazon EMR. Describe the steps you would take to analyze the logs using AWS services, including the use of automation and best practices.

Simulated

Enable Amazon EMR logging to capture application logs. Use Amazon CloudWatch Logs to log the EMR logs and configure alarms to send alerts based on specific log patterns. Use AWS Athena to query the logs stored in Amazon S3 and analyze the data using automation scripts.

50.0%

Enable Amazon EMR logging to capture application logs. Use Amazon S3 to store the logs and configure lifecycle policies to archive old logs. Use AWS Athena to query the logs stored in Amazon S3 and analyze the data using automation scripts.

30.0%

Enable AWS CloudTrail to track API calls made to Amazon EMR. Use Amazon CloudWatch Logs to log the EMR logs and configure alarms to send alerts based on specific log patterns. Use AWS Athena to query the logs stored in Amazon S3 and analyze the data using automation scripts.

10.0%

Enable Amazon EMR logging to capture application logs. Use Amazon CloudWatch Logs to log the EMR logs and configure alarms to send alerts based on specific log patterns. Use Amazon EMR to analyze the logs stored in Amazon S3 and identify any performance issues.

10.0%

AWS Certified Data Engineer - Associate

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Comments

Your company is using AWS services to process and analyze data. You are tasked with analyzing logs generated by a big data application running on Amazon EMR. Describe the steps you would take to analyze the logs using AWS services, including the use of automation and best practices.