icos
Datasets
All datasets matching “icos”ICoS
ICoS: Inter-Sentential Code-Switching Speech Dataset
ICoS is the first publicly-released corpus of inter-sentential code-switching in long-form speech, designed to drive advances in Automatic Speech Recognition (ASR) on naturally alternating multilingual audio.
Dataset Overview
PhenomenonFocuses on inter-sentential code-switching at both the sentence and paragraph level, where languages alternate only between sentences, preserving intra-sentence coherence.… See the full description on the dataset page: https://huggingface.co/datasets/YapayNet/ICoS.synthetic_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.scaphandre_power_consumption
Scaphandre Power Consumption Dataset
Dataset Description
This dataset contains power consumption 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_power_consumption.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
float
Unix… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/scaphandre_ram_usage.david_book_mar29NotebooksReproducibility scripts for Intelligence's Layer paper experiment-related charts.