Integrating
Akamas provides the following areas of integration with your ecosystem, which may apply or not depending on whether you are running live optimization studies or offline optimization studies:
Telemetry Providers tools providing time series for metrics of interest for the system to be optimized (see also Telemetry Providers) - this integration applies to both offline and live optimization studies;
Configuration Management tools providing the ability to set tunable parameters for the system to be optimized - this integration applies to both offline and live optimization studies;
Value Stream Delivery tools to implement a continuous optimization process as part of a CI/CD pipeline - this integration applies to both offline and live optimization studies;
Load Testing tools used to reproduce a synthetic workload on the system to be optimized; notice that these tools may also act as Telemetry Providers (e.g. for end-user metrics) - this integration only applies to offline optimization studies.
![](https://docs.akamas.io/~gitbook/image?url=https%3A%2F%2F4130935629-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FhQQ7Gjkum9VLR9lROXGD%252Fuploads%252Fgit-blob-a38f31693eb8f0288ee59a1c1554cecc3ff128b0%252FScreenshot%25202022-11-28%2520at%252010.33.42.png%3Falt%3Dmedia&width=768&dpr=4&quality=100&sign=4a5fd167&sv=1)
These integrations may require some setup on both the tool and the Akamas side and may also involve defining workflows and making use of workflow operators.
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