Skip to content

This is a server power consumption Dashboard to visualise the server metrics and the sustainability improvement

Notifications You must be signed in to change notification settings

Honglin-Li/GreenHeros

Repository files navigation

GreenHeros - Server Power Consumption Project

How to run

  • Clone to local
  • Install dependencies pip install -r requirements.txt
  • Create a data directory, and add server data CSV into it
  • Run the app : streamlit run streamlit_app.py

File structure

There are two main code files

  • power_data_handler.py: data processing module with Pandas
  • streamlit_app.py: the dashboard itself

Dashboard Data

There are server power data from 8 servers. each server has 6 metrics:

  • CpuUtil CPU utilization in percent.
  • CpuWatts The power consumed by the system CPUs in Watts.
  • DimmWatts The power consumed by the system memory DIMMs in Watts.
  • Minumum Minimum power in Watts over the sample time(10 seconds).
  • Peak Peak power in Watts over the sample time.
  • Average Average power in Watts over the sample time.

Dashboard sturcture

The Dashboard includes 3 main boards. Dashboard

  • Server Integration Level Power consumption and CPU utilization overview Server Integration level Overview
  • Improvement Results Board Server Integration level Overview
  • Server Individual Level Board Server Individual Level Board

About

This is a server power consumption Dashboard to visualise the server metrics and the sustainability improvement

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages