Which AWS services can be used to monitor and troubleshoot an AWS Glue job?

AWS Glue jobs can be effectively monitored and troubleshot using Amazon CloudWatch. This service provides a robust set of features that allows users to track metrics, log events, and set alerts for their AWS Glue jobs. CloudWatch collects and visualizes logs and metrics related to Glue jobs, enabling users to gain insights into job performance, execution time, and potential issues.

By using CloudWatch, users can also set custom alarms and notifications based on specific metrics related to AWS Glue, which helps in maintaining the reliability and efficiency of data processing workflows. This capability is essential for troubleshooting, as it provides visibility into the job's execution state and any errors that may occur.

While AWS CloudTrail tracks API calls and user activity in your AWS account, it does not provide job-specific metrics or logs for troubleshooting Glue jobs directly. Amazon S3 is used for storage and does not inherently offer monitoring capabilities for Glue jobs. Amazon RDS is a managed database service and is not relevant to monitoring job execution in AWS Glue.