Green Adaptation of Real-Time Web Services for Industrial CPS within a Cloud Environment

Autor: Higuera, Teresa, Risco-Martín, José L., Arroba, Patricia, Ayala, José L.
Rok vydání: 2024
Předmět:
Zdroj: IEEE Transactions on Industrial Informatics, 13(3), 2017
Druh dokumentu: Working Paper
DOI: 10.1109/TII.2017.2693365
Popis: Managing energy efficiency under timing constraints is an interesting and big challenge. This work proposes an accurate power model in data centers for time-constrained servers in Cloud computing. This model, as opposed to previous approaches, does not only consider the workload assigned to the processing element, but also incorporates the need of considering the static power consumption and, even more interestingly, its dependency with temperature. The proposed model has been used in a multi-objective optimization environment in which the Dynamic Voltage and Frequency Scaling (DVFS) and workload assignment have been efficiently optimized.
Databáze: arXiv