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README.md
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---
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license:
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---
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license: apache-2.0
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task_categories:
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- time-series-forecasting
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language:
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- en
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tags:
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- icos
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- scaphandre
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- monitoring
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- federated-learning
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- edge-computing
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- cpu-monitoring
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- metaos
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size_categories:
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- 1K<n<10K
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---
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# Scaphandre CPU Usage Dataset
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## Dataset Description
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This dataset contains CPU usage monitoring data collected using Scaphandre for the ICOS Federated Learning infrastructure.
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### Overview
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- **Source**: Scaphandre energy monitoring tool
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- **Collection Method**: Live system monitoring (continuous fetching)
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- **Purpose**: Training data for ICOS FL
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- **Update Frequency**: Real-time collection with 3s intervals
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## Data Schema
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| Column | Type | Description |
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|--------|------|-------------|
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| timestamp | float | Unix timestamp of measurement |
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| cpu_usage | float | CPU utilization percentage (0-100) |
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## Usage in ICOS FL
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This dataset is used during the ICOS Federated Learning training process. Note that actual training uses live-fetched data, so values change continuously.
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## ICOS Project Context
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Part of the ICOS meta-operating system for the edge-cloud continuum, focusing on:
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- Service performance optimization
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- Resource consumption monitoring
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- Power efficiency in edge deployments
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*Funded by the European Union's Horizon programme (Grant No 101070177)*
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