AWS Application Cost Profiler Architecture
AWS Application Cost Profiler is a cloud-native tool based on AWS services including AWS Lambda, Amazon S3, and Amazon DynamoDB. Using the AWS CloudTrail and AWS Cost Explorer APIs, it collects consumption and cost statistics from multiple AWS resources. For analysis and reporting, the data is saved in Amazon S3 and Amazon DynamoDB. Users can use the AWS Management Console or AWS SDKs to access the tool programmatically. In other words, AWS Application Cost Profiler is a service that helps customers understand the cost drivers of their applications running on Amazon Web Services (AWS). The architecture of the AWS Application Cost Profiler can be described as follows,
- Data Collection β The first step in the AWS Application Cost Profiler architecture is data collection. The profiler collects data from various sources such as AWS CloudTrail, AWS Cost and Usage Reports, AWS Budgets, and custom sources. The data collected includes resource usage, resource tags, application metadata, and cost data.
- Data Processing β Once the data is collected, it is processed using a set of algorithms that normalize, aggregate, and enrich the data. This step also involves mapping resource usage to applications and grouping resources based on tags.
- Data Storage β The processed data is eventually, then stored in a data store. Some popular data storage services such as Amazon S3, Amazon Redshift, or Amazon Elasticsearch Service are used in this scenario.
- Data Visualization β The next step is to visualize the data in a way that helps customers understand the cost drivers of their applications. The AWS Application Cost Profiler provides a dashboard that displays the cost breakdown by application, resource type, and tag. Customers can also customize the dashboard to suit their specific needs.
Hereβs a diagram image attached ahead to illustrate the architecture better.
AWS Application Cost Profiler
AWS is another name for Amazon Web Services. It is a cloud service platform that provides a variety of services such as databases, storage, and on-demand computing capabilities. AWS offers around 200 featured Services. Although an AWS service may be functionally restricted on its own, AWS services may be easily combined to create powerful and sophisticated applications with the right AWS architecture. And one such service is AWS Application Cost Profiler. This article intends to make the readers aware of AWS Application Cost Profiler.