datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
intel-cpu-datasetscaphandre_cpu_usage
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… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/scaphandre_cpu_usage.intel-cpu-datasetsynthetic_cpu_utilization
AML4CPU: Implementation of Adaptive Machine Learning for Resource-Constrained Environments
Dataset for the paper Adaptive Machine Learning for Resource-Constrained Environments presented at DELTA 2024, ACM SIGKDD KDD 2024, Barcelona, Spain.
📄 Paper: View on Lecture Notes in Computer Science - LNCS
📄 Paper-Conference: Adaptive Machine Learning for Resource-Constrained Environments
🤗 Dataset on HuggingFace: adaptive_cpu_utilisation_dataset
🤗 Models on HuggingFace:… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/synthetic_cpu_utilization.cpu4