Datasets › Archival bundle of the data used for "Predictive Auto-scaling with OpenStack Monasca" (UCC 2021)
Archival bundle of the data used for "Predictive Auto-scaling with OpenStack Monasca" (UCC 2021)
Follow the instructions provided in the companion repo to automatically download and decompress the archive. The following files are included:
| File | Description |
|---|---|
amphora-x64-haproxy.qcow2 |
Image used to create Octavia amphorae |
distwalk-{lin,mlp,rnn,stc}-<INCREMENTAL-ID>.log |
distwalk run log |
distwalk-{lin,mlp,rnn,stc}-<INCREMENTAL-ID>-pred.json |
Predictive metric data exported from Monasca DB |
distwalk-{lin,mlp,rnn,stc}-<INCREMENTAL-ID>-real.json |
Actual metric data exported from Monasca DB |
distwalk-{lin,mlp,rnn,stc}-<INCREMENTAL-ID>-times.csv |
Client-side response time for each request sent during a run |
model_dumps/* |
Dumps of the models and data scalers used for the validation |
predictor.log |
monasca-predictor log |
predictor-times.log |
monasca-predictor log (timing info only) |
predictor-times-{lin,mlp,rnn}.{csv,log} |
monasca-predictor log (timing info only, group by predictor) |
super_steep_behavior.csv |
Dataset used to train MLP and RNN models |
test_behavior_02_distwalk-6t_last100.dat |
distwalk load trace |
ubuntu-20.04-min-distwalk.img |
Image used to create Nova instances for the scaling group |
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
No task tagged in the archive.
License archive 2025-07-28
Creative Commons Attribution 4.0 International
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- Archival bundle of the data used for "Predictive Auto-scaling with OpenStack Monasca" (UCC 2021)
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections