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Real-world testing and data gathering - Parcmotor Castellolí administered by Cellnex

parcmotor_castelloli

Testing_architecture_overview
Castellolí testing architecture
Testing_architecture_services
Castellolí testing architecture

legend:

  • white - mandatory
  • grey pattern - optional
steps:
  • prepare the Kserve model and helm charts
  • make testing requests before the day of testing
  • run the real-world test with vehicles in Castelloli
  • query and save Kepler stats (CPU,RAM usage + CO2 estimation) from Prometheus
  • query and save measurements and predictions from Prometheus
  • make screenshots: Grafana, NBC environment
  • make vehicle pictures

Testing of prediction service without vehicle

Testing_without_vehicle
Castellolí testing without vehicle

Testing of the simple-helm-chart deployed on dUPF1 by running a test_script.py from dUPF2.

To access Influx db in browser(admin/admin_pass): http://localhost:3000/ 

ssh -L 3000:localhost:3000 fog_user@10.17.252.101
kubectl port-forward svc/influx-influxdb2 -n influx 3000:80