> For the complete documentation index, see [llms.txt](https://docs.akamas.io/quick-guides/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.akamas.io/quick-guides/quick-guides-akamas-in-a-box/aiab-01-optimize-a-java-based-application-renaissance-benchmark/aiab-01-architecture-overview.md).

# \[AIAB-01] Architecture overview

In this scenario, the goal is to make Renaissance run faster by optimizing the Java Virtual Machine (JVM) parameters.

The following picture represents the high-level architecture of how Akamas operates in this scenario.

<figure><img src="/files/MflWxJaWtwKPWx9zx66b" alt=""><figcaption></figcaption></figure>

In the following, you will first create a System with two components corresponding to the JVM and the Renaissance application (which only for your first studies is represented by a benchmark). Then you will create a Telemetry Instance from the CSV Telemetry Provider to collect metrics generated in CSV format by Renaissance. Finally, you will create a Workflow to automate the whole process of applying a benchmark configuration, launching the benchmark, and collecting the resulting metrics. This will allow you to create your optimization Study to identify the optimal configuration.

Before starting, you need to login to Akamas with the following command:

```bash
akamas login --user --password
```


---

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