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Datasets:
ICOS-AI
/
scaphandre_power_consumption

Tasks:
Time Series Forecasting
Modalities:
Tabular
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
icos
scaphandre
monitoring
federated-learning
edge-computing
energy-monitoring
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metadata
license: apache-2.0
task_categories:
  - time-series-forecasting
language:
  - en
tags:
  - icos
  - scaphandre
  - monitoring
  - federated-learning
  - edge-computing
  - energy-monitoring
  - power-consumption
  - metaos
size_categories:
  - 1K<n<10K

Scaphandre Power Consumption Dataset

Dataset Description

This dataset contains power consumption monitoring data collected using Scaphandre for the ICOS Federated Learning infrastructure.

Overview

  • Source: Scaphandre energy monitoring tool
  • Collection Method: Live system monitoring (continuous fetching)
  • Purpose: Training data for ICOS FL
  • Update Frequency: Real-time collection with 3s intervals

Data Schema

Column Type Description
timestamp float Unix timestamp of measurement
power_consumption float Power usage value

Usage in ICOS FL

This dataset is used during the ICOS Federated Learning training process. Note that actual training uses live-fetched data, so values change continuously.

ICOS Project Context

Part of the ICOS meta-operating system for the edge-cloud continuum, focusing on:

  • Energy efficiency optimization
  • Power consumption tracking
  • Sustainable edge computing

Funded by the European Union's Horizon programme (Grant No 101070177)