# \[AIAB-04] Create the Study

For this study, we define a goal of increasing the application throughput, while enforcing the constraint of keeping the latency below 500 ms and error rate below 2%.

You can create the optimization study using the `study.yaml` file in the `akamas/studies` folder by issuing the Akamas command:

```bash
akamas create study kubernetes-online-boutique/akamas/studies/study.yaml
```

and then run it by issuing the Akamas command:

```bash
akamas start study 'Maximizing Kubernetes Online Boutique cost efficiency while matching SLOs'
```

You can now explore this study from the Study menu in the Akamas UI and then move to the Analysis tab.

<figure><img src="/files/lfJ52HIM4t1JES3rsMS2" alt=""><figcaption></figcaption></figure>

As the optimization study executes the different experiments, this chart will display more points and their associated score.


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.akamas.io/quick-guides/quick-guides-akamas-in-a-box/aiab-04-optimize-a-java-based-kubernetes-application-online-boutique/aiab-04-create-the-study.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.