![]() ![]() What is Scatter Diagram?Ī Scatter Diagram is also called a Scatter Plot or an x-y graph. Pros & Cons of using Scatter Plot Chart.Why should you use Scatter Plots and Scatter Analysis?.How to Interpret Scatter Chart for Analyzing Data?.How to Create a Scatter Diagram in Google Sheets?.It will give you all the answers you need. This blog will help you learn what is Scatter Diagram and how to use it. For instance, you want to establish a relationship between two essential variables in your business. This method can be applied to response code or error rate across different components.The best way to deal with data is to visualize it in a way that it’s easily digestible. The question marks in the diagram above indicate that there is a lack of observability. It also revealed regions where there was a lack of observability.We were able to easily overlay and visualise how response time varied across each component.This approach gives them an overview of the architecture and appreciate the complexity involved in identifying and fixing performance issues. They might only be responsible for one or more services that make up the application architecture. The high-level design of how their own component connects with other components could likewise be seen by different service teams.Teams didn't had to run several queries or look at separate dashboards to extract and visualise data. The data that backed up his claim was displayed in a diagram. He may quickly share this graphic with other team members (internal or external) and make the observation visible. ![]() The left most graphs are exhibiting three different type of response time patterns compared to the other two on the right. In addition, the graphs on the left exhibit a bigger response time variance than the other two on the right. The response time on the rightmost graph varies from 0 to 600 milliseconds. The response time on the left graph varies from 0 to 4000ms. This also assisted him in enlisting the assistance of the appropriate individuals in order to troubleshoot and resolve the issue (highlighted below). We could see which components are prospective areas for his investigation based on their visual response time.I found the following benefits of using the Scatter Flow Diagram: It depicts the flow of response time between components (from right to left) and how it varies. It maps each component's response time to the application architecture. It uses scatter plots for each component to visualize entrance and egress response time. Scatter Flow Diagram is a diagram that combines high-level application architecture and scatter plot. As a result, I devised a concept called the Scatter Flow Diagram (shown below). I realized I needed to use a different, more straightforward approach to assist him understand the architecture and make sense of the data. The architecture was complicated, and it necessitated a thorough examination of various system data. I was not only educating him, but also assisting him in narrowing down potential areas of investigation. The application was designed using third party application and different AWS services.Īlong with explaining the architecture, I was also creating response time scatter plots from various components during the walk-through to aid him in his investigation. He wanted to learn about the architecture so he could troubleshoot a performance issue. In some cases, they are often the only ones who have a greater understanding of the architecture.Ī colleague recently contacted me and asked for a high-level application architecture walk-through. Performance engineers, after application architects, are usually the next persons to know about the overall application architecture and how everything fits together and interacts. ![]()
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