| Title: |
Cooperative vs. non-cooperative marketplace for computing jobs to be run on geo-distributed data centers only supplied by renewable energies |
| Authors: |
da Costa, Georges; Deutsch-Filippi, Atom; Fontana de Nardin, Igor; Nicod, Jean-Marc; Rehn-Sonigo, Veronika; Stolf, Patricia |
| Contributors: |
Système d’exploitation, systèmes répartis, de l’intergiciel à l’architecture (IRIT-SEPIA); Institut de recherche en informatique de Toulouse (IRIT); Université Toulouse Capitole (UT Capitole); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Université Toulouse - Jean Jaurès (UT2J); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Université de Toulouse (EPE UT); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Toulouse Mind & Brain Institut (TMBI); Université Toulouse - Jean Jaurès (UT2J); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Université de Toulouse (EPE UT); Communauté d'universités et établissements de Toulouse (Comue de Toulouse)-Université Toulouse Capitole (UT Capitole); Communauté d'universités et établissements de Toulouse (Comue de Toulouse); Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST); Université de Technologie de Belfort-Montbeliard (UTBM)-Ecole Nationale Supérieure de Mécanique et des Microtechniques (ENSMM)-Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC); Université Bourgogne Franche-Comté COMUE (UBFC)-Université Bourgogne Franche-Comté COMUE (UBFC); Grid'5000; ANR-15-CE25-0012,DATAZERO,Datacenters robustes utilisant de l'énergie renouvelable(2015); ANR-23-PECL-0003,CARECloud,Comprendre, Améliorer, Réduire les impacts Environnementaux du Cloud computing(2023) |
| Source: |
ISSN: 1386-7857. |
| Publisher Information: |
CCSD; Springer Verlag |
| Publication Year: |
2025 |
| Collection: |
Université Toulouse III - Paul Sabatier: HAL-UPS |
| Subject Terms: |
Renewable energy; Auction; Marketplace; Cloud computing; JEL: Q - Agricultural and Natural Resource Economics • Environmental and Ecological Economics/Q.Q4 - Energy/Q.Q4.Q49 - Other; JEL: Q - Agricultural and Natural Resource Economics • Environmental and Ecological Economics/Q.Q5 - Environmental Economics/Q.Q5.Q57 - Ecological Economics: Ecosystem Services • Biodiversity Conservation • Bioeconomics • Industrial Ecology; [INFO.INFO-DC]Computer Science [cs]/Distributed; Parallel; and Cluster Computing [cs.DC]; [SHS.ECO]Humanities and Social Sciences/Economics and Finance; [SPI.NRJ]Engineering Sciences [physics]/Electric power |
| Description: |
International audience ; Abstract Since the Paris Agreement, there has been increased focus on decreasing greenhouse gas (GHG) emissions related to power supply. Data centers are a huge energy consumer sector due to their continuous operational demand. A way to reduce their impact on GHG is by using renewable energy in their power supply. However, renewable energy introduces production intermittence since it depends on the climate conditions. Geo-distributed data centers can exploit diverse climate conditions to diminish the problem. This work presents a geo-distributed data center marketplace only supplied by renewable energies. In our marketplace model, the data centers are independent and compete for the users’ jobs. The winner data center is defined using a reverse auction process. We compare different aspects, such as centralized/distributed architectures and cooperative/non-cooperative marketplaces. Our results show that the cooperative and distributed data center model earns more money (5.39% more money), wastes less energy (3.81% less energy), and provides higher QoS (improvement of 4.31% for services and 2.71% for tasks). |
| Document Type: |
article in journal/newspaper |
| Language: |
English |
| DOI: |
10.1007/s10586-025-05300-5 |
| Availability: |
https://hal.science/hal-05239473; https://hal.science/hal-05239473v1/document; https://hal.science/hal-05239473v1/file/s10586-025-05300-5.pdf; https://doi.org/10.1007/s10586-025-05300-5 |
| Rights: |
https://creativecommons.org/licenses/by/4.0/ ; info:eu-repo/semantics/OpenAccess |
| Accession Number: |
edsbas.86456352 |
| Database: |
BASE |