Logo DatazeroLogo ANR

Here you find the research papers related to the DATAZERO Project: 

  1. Patricia StolfDamien BorgettoMael Aubert. Host management policy for energy efficient dynamic allocation (regular paper). Dans / In : International Workshop on Resilience and/or Energy-aware techniques for High-Performance Computing (RE-HPC) in conjonction with International Green and Sustainable Computing Conference (RE-HPC 2016), Hangzhou, China, 07/11/2016-09/11/2016,IEEE, (en ligne), avril / april 2017. URL : http://doi.org/10.1109/IGCC.2016.7892622
  2. Georges Da Costa, Léo Grange, Inès De Courchelle, "Modeling and Generating large-scale Google-like Workload". In International Workshop on Resilience and/or Energy-aware techniques for High-Performance Computing (RE-HPC) in conjonction with International Green and Sustainable Computing Conference (IGSC), November 7-9, 2016, Hangzhou, China
  3. A. Kassab, J.-M. Nicod, L. Philippe, and V. Rehn-Sonigo, “Scheduling independent tasks in parallel under power constraints,” Institut FEMTO- ST, Université Bourgogne Franche-Comte, CNRS, Research Rep. 8426, 2017. Available: http://members.femto-st.fr/Laurent-Philippe/en/system/files/content/ressources/rricpp201b7.pdf
  4. Léo GrangePatricia StolfGeorges Da CostaAmal Sayah. Heuristiques d’ordonnancement pour les centres de données alimentés par énergies renouvelables (regular paper). Dans / In : Conférence d'informatique en Parallélisme, Architecture et Système (ComPAS 2017), Sophia Antipolis, 28/06/2017-30/06/2017, 2017 
  5. Haddad, Maroua and Nicod Jean-Marc and Marie-Cécile Péra, "Optimisation énergétique des Data-Centers et usages des énergies renouvelables,", Congrès National de la Recherche des IUT 2017 (CNRIUT 2017), Never, mai 2017
  6. Ayham Kassab, Jean-Marc Nicod, Laurent Philippe and Veronika Rehn-Sonigo, "Scheduling independent tasks in parallel under power constraints," In proceeding of 46th International Conference on Parallel Processing (ICPP 2017), Bristol, UK, Aug 2017.
  7. Jean-Marc Nicod, Valentina Orlando and Christophe Varnier, "Optimization of renewable energy sources for a Data Center using energy storage", Communication in the 17th Annual Conference of the European Network for Business and Industrial Statistics, Naples, Italy, Sep 2017.
  8. S. Kong, M. Hilairet, and R. Roche, Advanced Passivity-Based Control for a Fuel Cell/Super-capacitor Hybrid Power System. Accepted for presentation at IEEE Vehicle Power and Propulsion Conference (VPPC 2017) in December 2017. 
  9. Maroua Haddad, Jean-Marc Nicod and Marie-Cécile Péra, "Hydrogen infrastructure: data center supply-refueling station synergy.", In proceedings of IEEE Vehicle Power and Propulsion Conference (VPPC 2017), Belfort, December 2017. 
  10. Georges Da Costa, Léo Grange, Inès De Courchelle. Modeling, Classifying and Generating large-scale Google-like Workload. Dans : Sustainable Computing, Elsevier, 2018 (à paraître). https://doi.org/10.1016/j.suscom.2017.12.004
  11. Léo Grange, Georges Da Costa, Patricia Stolf. Green IT scheduling for data center powered with renewable energy. Dans : Future Generation Computer Systems, Elsevier, Vol. 2018, (en ligne), mars 2018. https://doi.org/10.1016/j.future.2018.03.049
  12. Stephane CauxPaul Renaud-GoudGustavo RostirollaPatricia StolfIT Optimization for Datacenters Under Renewable Power Constraint (regular paper). Dans : Euro-ParTurin27/08/2018-31/08/2018Springer, p. 1-12, août 2018
  13. Stephane CauxGustavo RostirollaPatricia StolfSmart Datacenter Electrical Load Model for Renewable Sources Management (regular paper). Dans : International Conference on Renewable Energies and Power Quality (ICREPQ 2018)Salamanca, Spain21/03/2018-23/03/2018, Vol. 16, European Association for the Development of Renewable Energies, Environment and Power Quality, p. 127-132, avril 2018. https://doi.org/10.24084/repqj16.231 
  14. Maroua Haddad, Jean-Marc Nicod, Marie-Cécile Pera, Christophe Varnier. Stand-Alone Renewable Power System Scheduling for a Green Data-Center using Integer Linear Programming Version 1. [Research Report] RR-FEMTO-ST-7927, FEMTO-ST, 30 pages, 2019, available online at https://hal.archives-ouvertes.fr/hal-02081951
  15. Jean-Marc Pierson, Gwilerm Baudic and Stéphane Caux, Berk Celik, Georges Da Costa, Léo Grange, Marwa Haddad, Jérôme Lecuivre, Jean-Marc Nicod, laurent Philippe, Veronika Rehn-Sonigo, Robin Roche, Gustavo Rostirolla, Amal Sayah, Patricia Stolf, Thi Minh-Thuyen and Christophe Varnier, DATAZERO: Datacenter With Zero Emission and Robust Management Using Renewable Energy, in IEEE Access journal, Volume 7, pages 103209 - 103230, july 2019, https://doi.org/10.1109/ACCESS.2019.2930368

Scientific Presentations of Datazero results (in national venues):

  1. Léo Grange, Heuristiques d’ordonnancement pour les centres de données alimentés par énergies renouvelables, CloudDays 2017, Nancy, September 2017
  2. R. Roche, S. Caux, J. Lecuivre, J.-M. Pierson, D. Hissel, and J.-M. Nicod, "DATAZERO: Designing and Operating Datacenters Powered by Renewable Energy-Based Stand-Alone Microgrids". Accepted for presentation to Journée Scientifique Nationale Micro-Réseaux – GDR SEEDS, October 2017
  3. Jean-Marc Nicod, Management of energy sources for Green DataCenter with 100% Renewable Supply, Aussois 2018, New challenges in Scheduling Theory, April 2018
  4. Marwa Haddad, Sizing of Energy Sources for Green DataCenter with 100% Renewable Supply, Aussois 2018, New challenges in Scheduling Theory, April 2018
  5. Ayam Kassab, An evolution strategy for scheduling independent tasks in parallel on a multi-core platform powered by green energy sources, Aussois 2018, New challenges in Scheduling Theory, April 2018
  6. Veronika Sonigo, Scheduling independent tasks in parallel under power constraints, Aussois 2018, New challenges in Scheduling Theory, April 2018
  7. Robin Roche, Modélisation et intégration des énergies renouvelables, GreenDays@Toulouse, July 2018
  8. Jean-Marc Nicod, Sizing of Energy Sources for Green DataCenter with 100% Renewable Supply, GreenDays@Toulouse, July 2018
  9. Gustavo Rostirolla, Optimisation IT sous contrainte de puissance provenant de sources renouvelables,  GreenDays@Toulouse, July 2018
  10. Ayham Kassam, Scheduling tasks on a parallel platform powered by renewable energy sources,  GreenDays@Toulouse, July 2018
  11. Léo Grange, Négociation multiobjectif de profils de puissance pour centre de données alimentés par énergies renouvelables sur site, GreenDays@Toulouse, July 2018
  12. Gwilherm Baudic, Intégration de SimGrid dans le projet Datazero : défis et solutions, CloudDays 2018, Troyes, September 2018
  13. Gustavo Rostirolla, Tasks Scheduling in Cloud Datacenters Under Renewable Power Constraint, CloudDays 2018, Troyes, September 2018
  14. Georges Da Costa, Jean-Marc Nicod. DATAZERO : Optimisation d'un centre de données alimenté 100% avec des énergies renouvelables,  Journée scientifique du pôle de recherche MSTIC, Grenoble, February 2019
  15. Georges Da Costa. Performance- and Energy-aware HPC and Clouds From Datacenters to processors, LIP Lyon, Invited Seminar, May 2019
  16. Jean-Marc Nicod. Stand-Alone Renewable Power System Scheduling for a Green Data-Center using Integer Linear Programming,  Journée scientifique du GT MAO du GDR RO, Besançon, June 2019

The project was presented in the following venues as invited talks:

  1. May 2016 : Gestion d'énergie dans les systèmes distribués @ Ecole Jeunes Chercheurs sur l'Efficacité Energétique des Réseaux et Systèmes Distribués, Dinard (G. Da Costa) 
  2. July 2016 : Energy- and Thermal-aware scheduling for datacenters @ Nesus Fifth Working Group Meeting, Ljubljana (G. Da Costa) 
  3. August 2016 : Harnessing heterogenous architectures for green cloud datacenters. Keynote @ Heteropar 2016, Grenoble  (G. Da Costa)
  4. September 2016 : Energy and thermal aware placement @ GdR RSD - Journées Cloud 2016, Nice (P. Stolf)
  5. October 2016 : The DATAZERO Project, Journées GreenDays 2016, Nantes, (JM. Pierson) 
  6. Jan 2017 - DataZero project during Erasmus+ visit in Yerevan at the Armenian National Academy of Sciences (G. Da Costa)
  7. April 2017 - The Datazero project, Nesus Plenary Meeting, Bayreuth (JM. Pierson)
  8. February 2019 - DATAZERO Negotiation and Optimizations, during Erasmus+ visit in Yerevan at the Armenian National Academy of Sciences (JM. Pierson)
  9. March 2019 - DATAZERO Project, a project management perspective, M1 SIR, UPS (JM. Pierson)
  10. May 2019 - Performance- and Energy-aware HPC and Clouds From Datacenters to processors. LIP / ENS-Lyon (G. Da Costa) 

The project is also presented in Industrial and General Public venues: 

  1. European Science Open Forum (ESOF 2018) : Poster. Challenges and Solutions for Data Center Powered by on Site Renewable Energy Only. Gustavo Rostirolla, Leo Grange, Patricia Stolf, Stephane Caux, Georges da Costa, Jean-Marc Pierson
  2. Innovation ITDay (DigitalPlace, May 17th, 2018) : Totem. Gwilherm Baudic, Jean-Marc Pierson. 
  3. Occitanie Innov (January 31st, 2019) : Gwilherm Baudic 
  4. IRIT-Enterprises meeting (May 21st, 2019) : Creation of a demonstration platform. Rodez, Georges Da Costa
  5. Innovation ITDay (Digital 113, June 13th, 2019) : Totem. Gwilherm Baudic, Jean-Marc Pierson.
  6. Green IT Day (organized by DERBI Pole and Digital 113, October 9th, 2019) : Jean-Marc Pierson.

A number of students made their internships in the DATAZERO Project: 

  1. Internship report: Leo Grange (Master 2 Informatique, IRIT). Title: Optimization of Datacenters with renewables sources” (“Optimisation de centres de calculs avec sources d’énergies renouvelables”). (in French). 2016
  2. Internship report: Thomas Demissy (Engineer INPT/ENSEEIHT, LAPLACE). Title: “Characterization of renewable energy sources to optimize multi-sources energy”. (in French). 2016
  3. Internship report: Valentina Orlando (Corso di Laurea in Ingegneria Gestionale, Università degli Studi di Salerno, Facoltà di Ingegneria, FEMTO-ST Institute) Title: “Optimization of a platform composed of different renewable energy sources and storage system for a data center application”. 2016
  4. Internship report: Ayham Kassab (Master 2 Informatique, FEMTO-ST). Title: High Performance Computing and Renewable Energy. 2016
  5. Internship report: Suyao Kong (Master 2 Energie, FEMTO-ST). Title : Analysis and modeling of electrical architecture based on renewable energy for a green Data Center. 2016
  6. Internship report: Jérémie Duran (IUT 2a, IRIT). Title: Graphical User Interface for Datazero. June 2017.  (in French)
  7. Internship report: Yanis Houachine (PFE Machine Learning and Data Mining, Université Jean Monet, Eaton). Title: "Server power profiling and modeling a new approach for Datacenter power characterization", July 2017.
  8. Internship report: Luis Fernando Bello Ocampo (Internship PFE Ingénierie des Systèmes d'Information, Ensimag, INPGrenoble, Eaton). Title: "Orchestrateur de Cloud et optimisation de la consommation énergétique de Datacenter",  July 2017. (in French)
  9. Internship report: Meryem Zaïd (Internship M2 RT, iLORD, Toulouse, IRIT). Title: "Set up and Optimization of an OpenStack Cloud Platform", September 2018.
  10. Internship report: Maël Madon (Internship Ecole Polytechnique X, Toulouse, IRIT). Title: "Integrating Pre-Cooling of Datacenter operated with Renewable Energies" , July 2019. 

Movies of the Project: 

  1. Datazero (in French) 
  2. Datazero (in English)
  3. Datazero Negotiation

Official communication of DATAZERO in the Media and Social Media: #DATAZERO on Twitter and on LinkedIn

  1. May 2018: Introduction to DATAZERO. https://www.linkedin.com/feed/update/urn:li:activity:6401710377633083392/
  2. August 2018: First steps. LinkedIn https://www.linkedin.com/feed/update/urn:li:activity:6429953724407390208/ and https://twitter.com/ETN_EMEA/status/1024203145440841728
  3. Nov 2018: VMWorld2018. https://www.linkedin.com/feed/update/urn:li:activity:6467793183572131840
  4. Nov 2018: Testing microgrids. https://www.linkedin.com/feed/update/urn:li:activity:6468744367849951232/
  5. Nov 2018: Negotiation loop. https://www.linkedin.com/feed/update/urn:li:activity:6470971455336255489/ and https://twitter.com/ETN_EMEA/status/1065205747594788864
  6. June 2019: A first validation has been done. https://www.linkedin.com/feed/update/urn:li:activity:6547775238074093568
  7. June 2019: La Tribune : https://toulouse.latribune.fr/innovation/recherche-et-developpement/2019-06-25/des-data-centers-ecologiques-concus-a-toulouse-820916.html et https://www.pressreader.com/france/la-tribune-toulouse-edition-quotidienne/20190626/281487867885187 (article complet)