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2024-01-08refactored opendc-experiment-compute (#190)Dante Niewenhuis
* removed experiment-compute and integrated all components into opendc-compute * updated workflow gradle file * removed unneeded code
2022-10-03refactor(exp/compute): Integrate compute workload classesFabian Mastenbroek
This change integrates the classes from the old `opendc-compute-workload` module into the `opendc-experiments-compute` module. This new module contains helper classes for setting up experiments with the OpenDC compute service.
2022-05-06refactor(compute/service): Remove OpenTelemetry from "compute" modulesFabian Mastenbroek
This change removes the OpenTelemetry integration from the OpenDC Compute modules. Previously, we chose to integrate OpenTelemetry to provide a unified way to report metrics to the users. Although this worked as expected, the overhead of the OpenTelemetry when collecting metrics during simulation was considerable and lacked more optimization opportunities (other than providing a separate API implementation). Furthermore, since we were tied to OpenTelemetry's SDK implementation, we experienced issues with throttling and registering multiple instruments. We will instead use another approach, where we expose the core metrics in OpenDC via specialized interfaces (see the commits before) such that access is fast and can be done without having to interface with OpenTelemetry. In addition, we will provide an adapter to that is able to forward these metrics to OpenTelemetry implementations, so we can still integrate with the wider ecosystem.
2022-05-02refactor(compute): Do not use Avro when exporting experiment dataFabian Mastenbroek
This change updates the `ParquetDataWriter` class to not use the `parquet-avro` library for exporting experiment data, but instead to use the low-level APIs to directly write the data in Parquet format.
2022-04-22refactor(compute): Load interference model via trace libraryFabian Mastenbroek
This change updates the compute support library to load the VM interference model via the OpenDC trace library, which provides a generic interface for reading interference models associated with workload traces.
2021-10-25perf(compute): Redesign VM interference algorithmFabian Mastenbroek
This change redesigns the virtual machine interference algorithm to have a fixed memory usage per `VmInterferenceModel` instance. Previously, for every interference domain, a copy of the model would be created, leading to OutOfMemory errors when running multiple experiments at the same time.
2021-09-19refactor(capelin): Extract common code out of Capelin experimentsFabian Mastenbroek
This change creates a new module for doing simulations with virtual machine workloads. We have found that a lot of code in the Capelin experiments code is being re-used by non-experiment modules.