|
|
--- |
|
|
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)* |
