Monitoring Data Lake Cloud Infrastructure
In this chapter, we will discuss the essential aspects of tracking and monitoring your data lake infrastructure. A data lake, often a repository for vast amounts of structured and unstructured data, is a critical component of any data-driven organization. However, without effective monitoring, the data lake can quickly become a data swamp, leading to inefficiencies, increased costs, and potential compliance risks. The recipes covered in this chapter are designed to address common challenges and ensure your data lake remains an asset rather than a liability.
This chapter includes the following recipes:
- Automatically setting CloudWatch log group retention to reduce cost
- Creating custom dashboards to monitor Data Lake services
- Setting up System Manager to remediate non-compliance with AWS Config rules
- Using AWS config to automate non-compliance S3 server access logging policy
- Tracking AWS Data Lake cost per analytics...
