# \[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="https://1455297369-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FWaLHgCJcLYwHY9VZwaxO%2Fuploads%2FWJlvqb3WSVjD639r0q3s%2Fanalysis-final.png?alt=media&#x26;token=91ab243b-8e38-46c2-85d1-f3b7d19c1589" alt=""><figcaption></figcaption></figure>

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