| --- |
| license: apache-2.0 |
| task_categories: |
| - time-series-forecasting |
| language: |
| - en |
| tags: |
| - icos |
| - scaphandre |
| - monitoring |
| - federated-learning |
| - edge-computing |
| - cpu-monitoring |
| - metaos |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # Scaphandre CPU Usage Dataset |
|
|
| ## Dataset Description |
|
|
| This dataset contains CPU 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 | |
| | cpu_usage | float | CPU utilization percentage (0-100) | |
| |
| ## 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 |
| - Power efficiency in edge deployments |
| |
| *Funded by the European Union's Horizon programme (Grant No 101070177)* |
