Process mining approach for multi-cloud SLA reporting - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2023

Process mining approach for multi-cloud SLA reporting

Résumé

Cloud consumers' requirements possess an inherent dynamic nature, characterized by fluctuating needs in reliability and high-availability relative to their workload. To satisfy these requirements, service reconfiguration strategies are put in place ensuring first, adaptable service provisioning and second, compliance with the agreed-upon Service Level Agreements (SLAs) between consumers and providers. However, deviations between SLAs and "real" observed behaviours could occur even after triggering reconfiguration strategies. Additionally, as organizations increasingly embrace multi-cloud environments, careful consideration must be given to the inherent challenges that arise in this requirements satisfaction. In this paper, we represent these strategies as state machines used to report their conformance to collected logs which track what really happened at run-time. The collected logs are processed to construct state machines suitable for conformance checking. Experiments demonstrating the technical doability of using conformance checking to detect deviations between SLAs and logs, along with verifying the suitability of reconfiguration strategies, are also discussed in the paper.
Fichier sous embargo
Fichier sous embargo
1 7 17
Année Mois Jours
Avant la publication
dimanche 14 décembre 2025
Fichier sous embargo
dimanche 14 décembre 2025
Connectez-vous pour demander l'accès au fichier

Dates et versions

hal-04343935 , version 1 (14-12-2023)

Licence

Paternité - Pas d'utilisation commerciale - Partage selon les Conditions Initiales

Identifiants

  • HAL Id : hal-04343935 , version 1

Citer

Jeremy Mechouche, Mohamed Sellami, Zakaria Maamar, Roua Touihri, Walid Gaaloul. Process mining approach for multi-cloud SLA reporting. 2023 IEEE International Conference on Big Data (IEEE BigData), Dec 2023, Sorrento (Italie), Italy. ⟨hal-04343935⟩
33 Consultations
0 Téléchargements

Partager

Gmail Facebook X LinkedIn More