---
license: apache-2.0
task_categories:
- time-series-forecasting
language:
- en
tags:
- icos
- scaphandre
- monitoring
- federated-learning
- edge-computing
- memory-monitoring
- metaos
size_categories:
- 1K<n<10K
---

# Scaphandre RAM Usage Dataset

## Dataset Description

This dataset contains RAM usage 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 |
| ram_usage | float | Memory usage in MB or percentage |

## 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:
- Service performance optimization
- Resource consumption monitoring
- Memory efficiency in edge deployments

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