Time-series clustering-as-a-service is an innovative and promising research area. Its main goal is to design Cloud-based platforms and services able to provide efficient and effective time-series clustering directly to final users. This paper introduces T4C, an open-source Python-based framework for time-series clustering-as-a-service. T4C integrates some of the most used time-series clustering models and techniques, and it is able to generate on-the-fly websites where users can explore the result of the clustering procedure on their previously uploaded time-series.

T4C: A Framework for Time-Series Clustering-as-a-Service

Falcetta A.;Roveri M.
2022-01-01

Abstract

Time-series clustering-as-a-service is an innovative and promising research area. Its main goal is to design Cloud-based platforms and services able to provide efficient and effective time-series clustering directly to final users. This paper introduces T4C, an open-source Python-based framework for time-series clustering-as-a-service. T4C integrates some of the most used time-series clustering models and techniques, and it is able to generate on-the-fly websites where users can explore the result of the clustering procedure on their previously uploaded time-series.
2022
CEUR Workshop Proceedings
as-a-service
Cloud-computing
clustering
time-series
File in questo prodotto:
File Dimensione Formato  
T4C A Framework for time-series clustering as-a-service.pdf

accesso aperto

: Pre-Print (o Pre-Refereeing)
Dimensione 891.05 kB
Formato Adobe PDF
891.05 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1225752
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact