Development of Big Data Analytics in a Multi-site Enterprise on the Example of Supply Chain Management - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2021

Development of Big Data Analytics in a Multi-site Enterprise on the Example of Supply Chain Management

Paweł Pyda
  • Fonction : Auteur
  • PersonId : 1239991
Paweł Stefaniak
  • Fonction : Auteur
Bartosz Jachnik
  • Fonction : Auteur

Résumé

Currently, advanced data analytics in large multi-site industrial enterprises is a strategic element in making management decisions. Integrated supply chain management (SCM), machinery park management, or data analysis from industrial devices (including using Industrial Internet of Things - IIoT) requires the organization of appropriate analytical platform architecture, the selection of the analytical tools for Big Data, the implementation of advanced algorithms based on machine learning and the development of management dashboards for ongoing tracking the KPI’s of assets. This article presents the issues related to the acquisition, analysis, and management of large amounts of data from various enterprise departments. These data come from multiple systems, and they are indifferent data recording standards. They are essential because they form the basis of advanced data analysis in supply chain management in multi-site enterprises. This article discusses the proposal of an analytical platform for SCM and the development of analytical processing for SCM in the multi-site industrial enterprise.
Fichier principal
Vignette du fichier
518231_1_En_12_Chapter.pdf (1.01 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04041346 , version 1 (22-03-2023)

Licence

Paternité

Identifiants

Citer

Paweł Pyda, Paweł Stefaniak, Helena Dudycz, Bartosz Jachnik. Development of Big Data Analytics in a Multi-site Enterprise on the Example of Supply Chain Management. 8th IFIP International Workshop on Artificial Intelligence for Knowledge Management (AI4KM), Jan 2021, Yokohama, Japan. pp.177-192, ⟨10.1007/978-3-030-80847-1_12⟩. ⟨hal-04041346⟩
6 Consultations
6 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More