Skip to content

s2n-cnit/5G_Power_and_Resource_consumption_dataset

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

5G_Power_and_Resource_consumption_dataset

Iperf K8s-based Power and Resource consumption dataset

Short description: The data were collected in a Prometheus-like data format: each entry has a timestamp, a value and key-value labels containing additional information. Metrics were gathered from different exporters both open-source and custom. Entries regarding the power consumption and resource consumption per process (i.e., per container) and per server are exposed. The traffic was generated by iperf3 client and server (deployed as Kubernetes pods) running for 24 hours. The data have a time granularity of 10 seconds. Three scenarios are evaluated:

  1. Server and client running on the same K8s node.
  2. Server and client running on different K8s nodes.
  3. Server running inside the K8s cluster and client outside.
  4. Server running inside the K8s cluster and client outside, with client activating/deactivating every hour.

Paper refrence

M. Akbari, R. Bolla, R. Bruschi, F. Davoli, C. Lombardo and B. Siccardi, "A Monitoring, Observability and Analytics Framework to Improve the Sustainability of B5G Technologies," 2024 IEEE International Conference on Communications Workshops (ICC Workshops), Denver, CO, USA, 2024, pp. 969-975, doi: 10.1109/ICCWorkshops59551.2024.10615948.

About

Iperf K8s-based Power and Resource consumption dataset

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published