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)