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Parallel Computing and Optimisation Group

Objectifs de recherche

The Parallel Computing & Optimisation group is headed by Prof. Pascal Bouvry and Dr Grégoire Danoy as Deputy Head. The group  conducts research on parallel computing, search and optimization techniques, in particular new research topics include decentralized optimization techniques that nevertheless lead to a good global behavior of the system. The team is specialised in large-scale discrete/combinatorial problems.

The main application domains of the team fit the University of Luxembourg priorities:

  • Security, trust and reliability, for example, cryptology, intrusion detection, and reliable scheduling and routing on new generations of networks such as p2p, ad-hoc, and hybrids.
  • Unmanned autonomous vehicles (UAV), Smart Cities
  • Sustainable development, for instance, Energy Efficient Data Centers
  • Systems biomedecine, for example, genomic sequencing, protein folding, genomic modeling

Projets de recherche actuels

HUNTED - Heterogeneous multi-swarms of UNmanned auTonomous systEms for mission Deployment

Plage de temps: 15 août 2018 - 14 août 2021
Financement: ONRG - NICOP
Participants: BOUVRY, Pascal (Responsable de projet), DANOY, Grégoire (Co-Investigator), STOLFI ROSSO, Daniel (Research Associate)

Description:

The HUNTED project proposes a new generation of mobility models for autonomous and heterogeneous UAS swarms that combines a bio-inspired cooperative approach with the power of chaotic dynamics and adaptive clustering. These disruptive models will stand out thanks to a first of its kind integration of state-of-the-art solutions that will …

PRACE-6IP - PRACE Sixth Implementation Phase

Plage de temps: 1 avril 2019 - 30 septembre 2021
Financement: EC - H2020
Organisations partenaires: Forschungszentrum Jülich
Participants: BOUVRY, Pascal (Responsable de projet), VARRETTE, Sébastien (Chercheur), KRISHNASAMY, Ezhilmathi (Research Associate)

Description:

This proposal addresses the continuation of support for the world-class pan-European HPC infrastructure PRACE. This includes its further expansion for both academia and industry, while providing state-of-the-art services that can be accessed by users regardless of their location. A unique catalogue of services is provided by PRACE 2 and complemented …

STAIRS - Toward A.I. Recommitment Strategies for ESG integration in Private Equity

Plage de temps: 1 janvier 2021 - 31 août 2021
Financement: EIB - STAREBEI
Organisations partenaires: European Investment bank
Participants: BOUVRY, Pascal (Responsable de projet), KIEFFER, Emmanuel (Chercheur)

Description:

The rise of Environmental, Social, and Governance (ESG) factors has been one of the major changes for private equity partners. ESG considerations have redesigned the standards of due diligence and add new objectives on top of financial statements and growth plans. Building private equity portfolios remains a real challenge for …

In Press

2021

2020

2019

    Book Chapter

  • A Full-Cost Model for Estimating the Energy Consumption of Computing Infrastructures, Orgerie Anne-Cecile, Varrette Sébastien, Zomaya A. Y (Author), Carretero J. (Editor), Jeannot E. (Editor). In: Ultrascale Computing Systems, IET.
  • Energy aware ultrascale systems, Oleksiak Ariel, Lefèvre Laurent, Alonso Pedro, Da Costa Georges, De Maio Vincenzo, Frasheri Neki, Garcia Victor M., Guerrero Joel, Lafond Sebastien, Lastovetsky Alexey L., Manumachu Ravi Reddy, Muite Benson, Orgerie Anne-Cecile, Piatek Wojciech, Pierson Jean-Marc, Prodan Radu, Stolf Patricia, Sheme Enida, Varrette Sébastien, Carretero J. (Editor), Jeannot E. (Editor), Zomaya A.Y. (Editor). In: Ultrascale Computing Systems, IET.
  • Security, reliability and regulation compliance in Ultrascale Computing System, Bouvry Pascal, Varrette Sébastien, Wasim Muhammad Umer, Ibrahim Abdallah Ali Zainelabden Abdallah, Besseron Xavier, Trinh T. A., Zomaya A. Y. (Author), Carretero J. (Editor), Jeannot E. (Editor). In: Ultrascale Computing Systems, IET.

2018

2017

2016

2015

2014

    Book Chapter

  • Application of Cognitive Techniques to Network Management and Control, Kukliński Sławomir, Wytrębowicz Jacek, Dinh Khoatruong, Tantar Emilia, Tantar Alexandru-Adrian (Editor), Tantar Emilia (Editor), Sun Jian-Qiao (Editor), Zhang Wei (Editor), Ding Qian (Editor), Schütze Oliver (Editor), Emmerich Michael (Editor), Legrand Pierrick (Editor), Del Moral Pierre (Editor), Coello Coello Carlos A. (Editor). In: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing.
  • Towards Cognitive Internet: an Evolutionary Vision, Granelli Fabrizio, Kliazovich Dzmitry, Malheiros Neumar. In: Cognitive Radio and Networking for Heterogeneous Wireless Networks, Springer.

2013