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ICOS-AI/scaphandre_ram_usage

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… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/scaphandre_ram_usage.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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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

ColumnTypeDescription
timestampfloatUnix timestamp of measurement
ram_usagefloatMemory 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)