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Parallel Computing and Optimisation Group

Forschungsziele

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

Mitglieder / Gastmitglieder
Mitglieder / Gastmitglieder
Laufende Forschungsprojekte
Publikationen

Laufende Forschungsprojekte

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

Zeitrahmen: 15. August 2018 - 14. August 2021
Finanzierung: ONRG - NICOP
Teilnehmer: BOUVRY, Pascal (Projektleiter), DANOY, Grégoire (Co-Investigator), STOLFI ROSSO, Daniel (Research Associate)

Beschreibung:

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

Zeitrahmen: 1. April 2019 - 30. September 2021
Finanzierung: EC - H2020
Partnerorganisationen: Forschungszentrum Jülich
Teilnehmer: BOUVRY, Pascal (Projektleiter), VARRETTE, Sébastien (Forscher), KRISHNASAMY, Ezhilmathi (Research Associate)

Beschreibung:

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 …

SIMMS - Swarm Intelligent Mission systeMS

Zeitrahmen: 1. Februar 2019 - 30. April 2021
Finanzierung: FNR - POC
Teilnehmer: DANOY, Grégoire (Projektleiter), BOUVRY, Pascal (Scientific and Technology Mentoring), HOUITTE, Pierre-Yves (Research and Development Specialist)

Beschreibung:

SIMMS brings a set of innovative algorithms to create a distributed (swarm) intelligence that allows autonomous, highly effective, cost efficient, and coordinated undertaking of missions by mobile vehicles, principally drones. This plug-and-play A.I. (Artificial Intelligence) technology, in the form of a ‘smart box’, can be used and tailored to all …

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

Zeitrahmen: 1. Januar 2021 - 31. August 2021
Finanzierung: EIB - STAREBEI
Partnerorganisationen: European Investment bank
Teilnehmer: BOUVRY, Pascal (Projektleiter), KIEFFER, Emmanuel (Forscher)

Beschreibung:

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

Conference Paper

A Methodology for Handling Data Movements by Anticipation: Position Paper, Bleuse Raphaël, Lucarelli Giorgio, Trystram Denis. In: Euro-Par 2018 Workshops.

2021

Journal Article

Interplay between success and patterns of human collaboration: case study of a Thai Research Institute, Fiscarelli Antonio Maria, Brust Matthias R., Bouffanais Roland, Danoy Grégoire, Piyatumrong Apivadee, Bouvry Pascal. In: Scientific Reports, Nature Publishing Group.
Mobility-Driven and Energy-Efficient Deployment of Edge Data Centers in Urban Environments, Vitello Piergiorgio, Capponi Andrea, Fiandrino Claudio, Cantelmo Guido, Kliazovich Dzmitry. In: IEEE Transactions on Sustainable Computing.

Conference Paper

Comparing elementary cellular automata classifications with a convolutional neural network, Comelli Thibaud, Pinel Frederic, Bouvry Pascal. In: Proceedings of International Conference on Agents and Artificial Intelligence (ICAART).

2020

Journal Article

Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage, Rosalie Martin, Kieffer Emmanuel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: Journal of Computational Science.
Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques, Stolfi Rosso Daniel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: Sensors.
Innovation Networks from Inter-organizational Research Collaborations, Esmaeilzadeh Dilmaghani Saharnaz, Piyatumrong Apivadee, Danoy Grégoire, Bouvry Pascal, Brust Matthias R.. In: Heuristics for Optimization and Learning, Springer, Cham.
Modular Constraint Solver Cooperation via Abstract Interpretation, Talbot Pierre, Monfroy Éric, Truchet Charlotte. In: Theory and Practice of Logic Programming, Cambridge University Press.
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic, Kieffer Emmanuel, Danoy Grégoire, Brust Matthias R., Bouvry Pascal, Nagih Anass. In: IEEE Transactions on Evolutionary Computation.

Conference Paper

A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms, Stolfi Rosso Daniel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: IEEE 17th Annual Consumer Communications & Networking Conference CCNC 2020, Las Vegas, NV, USA, January 10-13, 2020, IEEE.
An Annotation Framework for Luxembourgish Sentiment Analysis, Sirajzade Joshgun, Gierschek Daniela, Schommer Christoph, Besacier Laurent (Editor), Sakti Sakriani (Editor), Soria Claudia (Editor), Beermann Dorothee (Editor). In: Proceedings of the LREC 2020 1st Joint SLTU and CCURL Workshop (SLTU-CCURL 2020), European Language Resources Association (ELRA).
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach, Duflo Gabriel, Danoy Grégoire, Talbi El-Ghazali, Bouvry Pascal. In: GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020, ACM.
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs, Duflo Gabriel, Danoy Grégoire, Talbi El-Ghazali, Bouvry Pascal. In: IEEE Symposium Series on Computational Intelligence, Canberra 1-4 December 2020, IEEE.
Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms, Gaudín Américo, Madruga Gabriel, Rodríguez Carlos, Iturriaga Santiago, Nesmachnow Sergio, Paz Claudio, Danoy Grégoire, Bouvry Pascal, Crespo-Mariño Juan Luis, Meneses-Rojas Esteban. In: High Performance Computing, Springer International Publishing.
Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates, Stolfi Rosso Daniel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020, IEEE.
Component Analysis of Adjectives in Luxembourgish for Detecting Sentiments, Sirajzade Joshgun, Gierschek Daniela, Schommer Christoph, Beermann Dorothee (Editor), Besacier Laurent (Editor), Sakti Sakriani (Editor), Soria Claudia (Editor). In: Proceedings of the LREC 2020 1st Joint SLTU and CCURL Workshop(SLTU-CCURL 2020), European Language Resources Association (ELRA).
Design Challenges of Trustworthy Artificial Intelligence Learning Systems, Brust Matthias R., Bouvry Pascal, Danoy Grégoire, Talbi El-Ghazali. In: Intelligent Information and Database Systems - 12th Asian Conference ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Companion Proceedings, Springer.
Evolving a Deep Neural Network Training Time Estimator, Pinel Frédéric, Yin Jian-xiong, Hundt Christian, Kieffer Emmanuel, Varrette Sébastien, Bouvry Pascal, See Simon. In: Communications in Computer and Information Science, Springer.
IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO 2020), Danoy Grégoire, Baz Didier El, Boyer Vincent, Dorronsoro Bernabé, Yang Laurence T., Li Keqin. In: 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020, IEEE.
Local Community Detection Algorithm with Self-defining Source Nodes, Esmaeilzadeh Dilmaghani Saharnaz, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: Complex Networks & Their Applications IX, Springer, Cham.
NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning, Changaival Boonyarit, Danoy Grégoire, Kliazovich None, Guinand Frédéric, Brust Matthias R., Musial Jedrzej, Lavangnananda Kittichai, Bouvry Pascal. In: GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020, ACM.
Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection, Stolfi Rosso Daniel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings, Springer.
Performance Analysis of Distributed and Scalable Deep Learning, Mahon S., Varrette Sébastien, Plugaru Valentin, Pinel Frederic, Bouvry Pascal. In: 20th IEEE/ACM Intl. Symp. on Cluster, Cloud and Internet Computing (CCGrid'20), IEEE/ACM.
Predicting near-optimal skin distance in Verlet buffer approach for Discrete Element Method, Mainassara Chekaraou Abdoul Wahid, Besseron Xavier, Rousset Alban, Kieffer Emmanuel, Peters Bernhard. In: 10th IEEE Workshop on Parallel / Distributed Combinatorics and Optimization.
Privacy and Security of Big Data in AI Systems:A Research and Standards Perspective, Esmaeilzadeh Dilmaghani Saharnaz, Brust Matthias R., Danoy Grégoire, Cassagnes Natalia, Pecero Johnatan, Bouvry Pascal. In: 2019 IEEE International Conference on Big Data (Big Data), 9-12 December 2019, IEEE.
Proceedings of the 6th Global Conference on Artificial Intelligence (GCAI 2020), Danoy Grégoire, Pang Jun, Sutcliffe None. In: 6th Global Conference on Artificial Intelligence, Easychair.
Reducing overfitting and improving generalization in training convolutional neural network under limited sample sizes in image recognition, Thanapol Panissara, Lavangnananda Kittichai, Bouvry Pascal, Pinel Frederic, Leprevost Franck. In: 5th International Conference on Information Technology, Bangsaen 21-22 October 2020.

Thesis

Energy-efficient Mobile Crowdsensing Solutions for Smart Cities, Capponi Andrea, Jury: Sorger Ulrich (Promotor), Bouvry Pascal (President), Foschini Luca (Member), Kantarci Burak (Member), Kliazovich Dzmitry (Member).
Instruction Coverage for Android App Testing and Tuning, Pilgun Aleksandr, Jury: Mauw Sjouke (Promotor), Le Traon Yves (President), Gadyatskaya Olga (Member), Bouvry Pascal (Member), Liu Yang (Member).
Large Scale Parallel Simulation For Extended Discrete Element Method, Mainassara Chekaraou Abdoul Wahid, Jury: Peters Bernhard (Promotor), Bouvry Pascal (President), Jeannot Emmanuel (Member), Varrette Sébastien (Member), Besseron Xavier (Member), Mehl Miriam (Member).
PERFORMANCE EVALUATION AND MODELLING OF SAAS WEB SERVICES IN THE CLOUD, Ibrahim Abdallah Ali Zainelabden Abdallah, Jury: Bouvry Pascal (Promotor), Sorger Ulrich (President), Varrette Sébastien (Member), Kliazovich Dzmitry (Member), EL-Ghazali Talbi (Member).

2019

Book

Les blockchains en 50 questions: comprendre le fonctionnement et les enjeux de cette technologie innovante, Dumas J.-G., Lafourcade P., Tichit A., Varrette Sébastien, Dunod.

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.

Journal Article

Amazon Elastic Compute Cloud (EC2) versus In-House HPC Platform: A Cost Analysis, Emeras Joseph, Varrette Sébastien, Plugaru Valentin, Bouvry Pascal. In: IEEE Transactions on Cloud Computing, IEEE.
A Survey on Mobile Crowdsensing Systems: Challenges, Solutions, and Opportunities, Capponi Andrea, Fiandrino Claudio, Kantarci Burak, Foschini Luca, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE Communications Surveys and Tutorials, Institute of Electrical and Electronics Engineers.
Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection, Musial Jedrzej, Kieffer Emmanuel, Guzek Mateusz, Danoy Grégoire, Wagle Shyam Sharan, Bouvry Pascal, Blazewicz Jacek. In: Foundations of Computing and Decision Sciences.
Configurable Cost-Quality Optimization of Cloud-based VoIP, Tchernykh Andrei, Cortes-Mendoza Jorge M., Bychkov Igor, Feoktistov Alexander, Didelot Loic, Bouvry Pascal, Radchenko Gleb, Borodulin Kirill. In: Journal of Parallel and Distributed Computing, Elsevier.
DACYCLEM: A decentralized algorithm for maximizing coverage and lifetime in a mobile wireless sensor network, Rosalie Martin, Etancelin Jean-Matthieu, Fabbri André, Guinand Frédéric. In: Ad Hoc Networks, Elsevier.
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management, Samir Labib Nader, Danoy Grégoire, Musial Jedrzej, Brust Matthias R., Bouvry Pascal. In: Sensors, Multidisciplinary Digital Publishing Institute.
Link Definition ameliorating Community Detection in Collaboration Networks, Esmaeilzadeh Dilmaghani Saharnaz, Brust Matthias R., Piyatumrong Apivadee, Danoy Grégoire, Bouvry Pascal. In: Frontiers in Big Data, Frontiers.
Multi-Objective Scientific-Workflow Scheduling With Data Movement Awareness in Cloud., Wangsom Peerasak, Lavagnananda Kittichai, Bouvry Pascal. In: IEEE Access, IEEE.
Profiling Performance of Application Partitioning for Wearable Devices in Mobile Cloud and Fog Computing, Fiandrino Claudio, Allio Nicholas, Kliazovich Dzmitry, Giaccone Paolo, Bouvry Pascal. In: IEEE Access, Institute of Electrical and Electronics Engineers.
Tackling Large-Scale and Combinatorial Bi-level Problems with a Genetic Programming Hyper-heuristic, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: IEEE Transactions on Evolutionary Computation.

Conference Paper

A GP Hyper-Heuristic Approach for Generating TSP Heuristics, Duflo Gabriel, Kieffer Emmanuel, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019).
A Memory-Based Label Propagation Algorithm for Community Detection, Fiscarelli Antonio Maria, Brust Matthias R., Danoy Grégoire, Bouvry Pascal. In: Complex Networks and Their Applications VII, Springer International Publishing.
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management, Samir Labib Nader, Danoy Grégoire, Musial Jedrzej, Brust Matthias R., Bouvry Pascal, Samir Labib Nader (Author), Danoy Grégoire (Author), Musial Jedrzej (Author), Brust Matthias R. (Author), Bouvry Pascal (Author). In: 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications (DIVANet '19), ACM.
Automatic Software Tuning of Parallel Programs for Energy-Aware Executions, Varrette Sébastien, Pinel Frédéric, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal. In: Proc. of 13th Intl. Conf. on Parallel Processing and Applied Mathematics (PPAM 2019), Springer Verlag.
Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities, Capponi Andrea, Vitello Piergiorgio, Fiandrino Claudio, Cantelmo Guido, Kliazovich Dzmitry, Sorger Ulrich, Bouvry Pascal. In: IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain, 2019.
CrowdSenSim 2.0: a Stateful Simulation Platform for Mobile Crowdsensing in Smart Cities, Montori Federico, Cortesi Emanuele, Bedogni Luca, Capponi Andrea, Fiandrino Claudio, Bononi Luciano. In: MSWIM '19: Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Miami Beach, FL, USA, 2019., Association for Computing Machinery.
How Evolutionary Algorithms and Information Hiding deceive machines and humans for image recognition: A research program, Bernard Nicolas, Leprévost Franck, Theeramunkong Thanaruk (Author), Bouvry Pascal (Editor), Srichaikul Piyawut (Editor). In: Proceedings of the OLA'2019 International Conference on Optimization and Learning (Bangkok, Thailand, Jan 29-31, 2019), Springer.
The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments, Vitello Piergiorgio, Capponi Andrea, Fiandrino Claudio, Cantelmo Guido, Kliazovich Dzmitry. In: IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019.
The LuNa Open Toolbox for the Luxembourgish Language, Sirajzade Joshgun, Schommer Christoph, Perner Petra (Editor). In: Advances in Data Mining, Applications and Theoretical Aspects, Poster Proceedings 2019, ibai publishing.
Toward Real-world Vehicle Placement Optimization in Round-trip Carsharing, Changaival Boonyarit, Danoy Grégoire, Kliazovich Dzmitry, Guinand Frédéric, Brust Matthias R., Musial Jedrzej, Lavangnananda Kittichai, Bouvry Pascal. In: Proceedings of the Genetic and Evolutionary Computation Conference, ACM.
Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy, Samir Labib Nader, Brust Matthias R., Danoy Grégoire, Bouvry Pascal, Samir Labib Nader (Author), Brust Matthias R. (Author), Danoy Grégoire (Author), Bouvry Pascal (Author). In: Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy, IEEE.

Thesis

Co-evolutionary Hybrid Bi-level Optimization, Kieffer Emmanuel.
Graph-based Algorithms for Smart Mobility Planning and Large-scale Network Discovery, Changaival Boonyarit, Jury: Bouvry Pascal (Promotor), Sorger Ulrich (President), Guinand Frédéric (Member), Danoy Grégoire (Member), Lavangnananda Kittichai (Member).

2018

Book

Les blockchains en 50 questions: comprendre le fonctionnement et les enjeux de cette technologie innovante, Dumas J.-G., Lafourcade P., Tichit A., Varrette Sébastien, Dunod.
Théorie des Codes : Compression, Cryptage et Correction, Dumas J.-G., Roch J.-L., Tannier E., Varrette Sébastien, Dunod.

Journal Article

Chaos-enhanced mobility models for multilevel swarms of UAVs, Rosalie Martin, Danoy Grégoire, Chaumette Serge, Bouvry Pascal. In: Swarm and Evolutionary Computation, Elsevier.
Clustering approaches for visual knowledge exploration in molecular interaction networks., Ostaszewski Marek, Kieffer Emmanuel, Danoy Gregoire, Schneider Reinhard, Bouvry Pascal. In: BMC bioinformatics.
Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control, Dentler Jan Eric, Rosalie Martin, Danoy Grégoire, Bouvry Pascal, Kannan Somasundar, Olivares Mendez Miguel Angel, Voos Holger. In: Journal of Intelligent \& Robotic Systems, Springer Netherlands.
PRESENCE: Monitoring and Modelling the Performance Metrics of Mobile Cloud SaaS Web Services, Ibrahim Abdallah Ali Zainelabden Abdallah, Wasim Muhammad Umer, Varrette Sébastien, Bouvry Pascal. In: Mobile Information Systems, Hindawi Publishing Corporation.
RapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules, Neveu Emilie, Popov Petr, Hoffmann Alexandre, Migliosi Angelo, Besseron Xavier, Danoy Grégoire, Bouvry Pascal, Grudinin Sergei. In: Bioinformatics.
Why Energy Matters? Profiling Energy Consumption of Mobile Crowdsensing Data Collection Frameworks, Tomasoni Mattia, Capponi Andrea, Fiandrino Claudio, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal. In: Pervasive and Mobile Computing, Elsevier.

Conference Paper

A Competitive Approach for Bi-Level Co-Evolution, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).
A Degenerate Agglomerative Hierarchical Clustering Algorithm for Community Detection, Fiscarelli Antonio Maria, Beliakov Aleksandr, Konchenko Stanislav, Bouvry Pascal, Nguyen Ngoc Thanh (Author), Hoang Duong Hung (Author), Hong Tzung-Pei (Author), Pham Hoang (Author), Trawiński Bogdan (Author). In: Intelligent Information and Database Systems, Springer.
A Dynamic Associative Memory for Distant Reading, Kamlovskaya Ekaterina, Schommer Christoph, Sirajzade Joshgun. In: International Conference on Artificial Intelligence Humanities, Book of Abstracts, Chung-Ang University.
A Game Theoretic Analysis of the Twitter Follow-Unfollow Mechanism, Chen Jundong, Hossain Md Shafaeat, Brust Matthias R., Johnson Naomi. In: International Conference on Decision and Game Theory for Security.
A Memory-Based Label Propagation Algorithm for Community Detection, Fiscarelli Antonio Maria, Brust Matthias R., Danoy Grégoire, Bouvry Pascal, Aiello Luca Maria (Author), Cherifi Chantal (Author), Cherifi Hocine (Author), Lambiotte Renaud (Author), Pietro Liò (Author), Rocha Luis M. (Author). In: Complex Networks and Their Applications VII, Springer.
Collaborative Data Delivery for Smart City-oriented Mobile Crowdsensing Systems, Vitello Piergiorgio, Capponi Andrea, Fiandrino Claudio, Giaccone Paolo, Kliazovich Dzmitry, Sorger Ulrich, Bouvry Pascal. In: IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, 2018.
Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning, Rezazad Mostafa, Brust Matthias R., Akbari Mohammad, Bouvry Pascal, Cheung Ngai-Man. In: Advances in Intelligent Systems and Computing.
Elliptic Curves Discrete Logarithm Problem over a Finite Field Fp and p-adic Approximations, Leprévost Franck, Bernard Nicolas, Bouvry Pascal. In: Proceedings of the 3rd International Conference on Applications in Information Technology (ICAIT-2018), ACM.
High-Precision Design of Pedestrian Mobility for Smart City Simulators, Vitello Piergiorgio, Capponi Andrea, Fiandrino Claudio, Giaccone Paolo, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE International Conference on Communications (ICC), Kansas City, MO, USA, 2018.
Hybrid MPI+OpenMP Implementation of eXtended Discrete Element Method, Mainassara Chekaraou Abdoul Wahid, Rousset Alban, Besseron Xavier, Varrette Sébastien, Peters Bernhard. In: Proc. of the 9th Workshop on Applications for Multi-Core Architectures (WAMCA'18), part of 30th Intl. Symp. on Computer Architecture and High Performance Computing (SBAC-PAD 2018), IEEE Computer Society.
Interference-Aware Scheduling Using Geometric Constraints, Bleuse Raphaël, Dogeas Konstantinos, Lucarelli Giorgio, Mounié Grégory, Trystram Denis. In: Euro-Par 2018: Parallel Processing, Springer.
Introduction to PDCO 2018, Danoy Grégoire, Baz Didier El, Boyer Vincent, Dorronsoro Bernabé. In: 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25 2018, IEEE Computer Society.
Lightweight Key Agreement for Wireless Sensor Networks, Mesit Jaruwan, Brust Matthias R., Bouvry Pascal. In: 2018 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C).
Mind and Language. AI in an Example of Similar Patterns of Luxembourgish Language, Sirajzade Joshgun, Schommer Christoph. In: International Conference on Artificial Intelligence Humanities, Book of Abstracts, Chung-Ang University.
Mind the Gap: Gender and Computer Science Conferences, van Herck Sytze, Fiscarelli Antonio Maria, Kreps David (Author), Ess Charles (Author), Leenen Louise (Author), Kimppa Kai (Author). In: This Changes Everything - ICT and Climate Change: What Can We Do? 13th IFIP TC 9 International Conference on Human Choice and Computers, HCC13 2018. Held at the 24th IFIP World Computer Congress, WCC2018, Poznan, Poland, September 19-21, 2018, Proceedings., Springer.
On Verifying and Assuring the Cloud SLA by Evaluating the Performance of SaaS Web Services Across Multi-cloud Providers, Ibrahim Abdallah Ali Zainelabden Abdallah, Varrette Sébastien, Bouvry Pascal. In: 48th Annual IEEE/IFIP Intl. Conf. on Dependable Systems and Networks Workshops (DNS'18), IEEE Computer Society.
PRESEnCE: A Framework for Monitoring, Modelling and Evaluating the Performance of Cloud SaaS Web Services, Ibrahim Abdallah Ali Zainelabden Abdallah. In: 48th Annual IEEE/IFIP Intl. Conf. on Dependable Systems and Networks Workshops (DNS'18), IEEE Computer Society.
PRESENCE: Performance Metrics Models for Cloud SaaS Web Services, Ibrahim Abdallah Ali Zainelabden Abdallah, Wasim Umer, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 11th IEEE Intl. Conf. on Cloud Computing (CLOUD 2018), IEEE Computer Society.
PRESENCE: Toward a Novel Approach for Performance Evaluation of Mobile Cloud SaaS Web Services, Ibrahim Abdallah Ali Zainelabden Abdallah, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 32nd IEEE Intl. Conf. on Information Networking (ICOIN 2018), IEEE Computer Society.
Profiling Energy Efficiency of Mobile Crowdsensing Data Collection Frameworks for Smart City Applications, Tomasoni Mattia, Capponi Andrea, Fiandrino Claudio, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal. In: The 6th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (IEEE Mobile Cloud 2018).
Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters, Curi María Eugenia, Carozzi Lucía, Massobrio Renzo, Nesmachnow Sergio, Danoy Grégoire, Ostaszewski Marek, Bouvry Pascal. In: Bioinspired Optimization Methods and Their Applications, Springer International Publishing.
Visualizing the Template of a Chaotic Attractor, Olszewski Maya Alexandra, Meder Jeff Alphonse Antoine, Kieffer Emmanuel, Bleuse Raphaël, Rosalie Martin, Danoy Grégoire, Bouvry Pascal. In: 26th International Symposium on Graph Drawing and Network Visualization (GD 2018).

Thesis

A Dual-Grid Multiscale Approach to CFD-DEM Couplings for Multiphase Flow, Pozzetti Gabriele, Jury: Peters Bernhard (Promotor), Zilian Andreas (President), Bordas Stéphane (Member), Mahmouidi Amir (Member), Useldinger Ralph (Member), Varrette Sébastien (Member).
Design and Implementation of Legal Protection for Trade Secrets in Cloud Brokerage Architectures relying on Blockchains, Wasim Muhammad Umer, Jury: Bouvry Pascal (Promotor).

2017

Journal Article

A Cost-Effective Distributed Framework for Data Collection in Cloud-based Mobile Crowd Sensing Architectures, Capponi Andrea, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Giordano Stefano. In: IEEE Transactions on Sustainable Computing.
A new modeling approach for the biobjective exact optimization of satellite payload configuration, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: International Transactions in Operational Research.
A Scalable Parallel Cooperative Coevolutionary PSO Algorithm for Multi-objective Optimization, Atashpendar Arash, Dorronsoro Bernabé, Danoy Grégoire, Bouvry Pascal. In: Journal of Parallel & Distributed Computing, Elsevier.
Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics, Changaival Boonyarit, Rosalie Martin, Danoy Grégoire, Lavangnananda Kittichai, Bouvry Pascal. In: International Journal of Bifurcation and Chaos, World Scientific Pub Co Pte Lt.
CrowdSenSim: a Simulation Platform for Mobile Crowdsensing in Realistic Urban Environments, Fiandrino Claudio, Capponi Andrea, Cacciatore Giuseppe, Kliazovich Dzmitry, Sorger Ulrich, Bouvry Pascal, Kantarci Burak, Granelli Fabrizio, Giordano Stefano. In: IEEE Access.
Intelligent Gaming for Mobile Crowd-Sensing Participants to Acquire Trustworthy Big Data in the Internet of Things, Pouryazdan Maryam, Fiandrino Claudio, Kantarci Burak, Soyata Tolga, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE Access, Institute of Electrical and Electronics Engineers (IEEE).
Load Balancing at the Edge of Chaos: How Can Self-Organized Criticality Lead to Energy-Efficient Computing, Laredo Jean-Luis, Guinand Frédéric, Damien Olivier, Bouvry Pascal. In: IEEE Transactions on Parallel & Distributed Systems, IEEE.
Min_c: Heterogeneous concentration policy for energy-aware scheduling of jobs with resource contention, Armenta-Cano F.A., Tchernykh A., Cortes-Mendoza J.M., Yahyapour R., Drozdov A. Yu., Bouvry Pascal, Kliazovich D., Avetisyan A., Nesmachnow S.. In: Programming & Computer Software, Springer Science & Business Media B.V..

Conference Paper

A new Co-evolutionary Algorithm Based on Constraint Decomposition, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: IPDPS, IEEE Computer Society.
Area exploration with a swarm of UAVs combining deterministic Chaotic Ant Colony Mobility with position MPC, Rosalie Martin, Dentler Jan Eric, Danoy Grégoire, Bouvry Pascal, Kannan Somasundar, Olivares Mendez Miguel Angel, Voos Holger. In: 2017 International Conference on Unmanned Aircraft Systems (ICUAS).
ASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques, Bouvry Pascal, Chaumette Serge, Danoy Grégoire, Guerrini Gilles, Jurquet Gilles, Kuwertz Achim, Müller Wilmuth, Rosalie Martin, Sander Jennifer, Segor Florian. In: DroNet'17 Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, ACM.
Bayesian Optimization Approach of General Bi-level Problems, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, ACM.
Combining machine learning and genetic algorithms to solve the independent tasks scheduling problem, Dorronsoro Bernabé, Pinel Frédéric. In: 2017 3rd IEEE International Conference on Cybernetics (CYBCONF).
Comparing Broad-Phase Interaction Detection Algorithms for Multiphysics DEM Applications, Rousset Alban, Mainassara Chekaraou Abdoul Wahid, Liao Yu-Chung, Besseron Xavier, Varrette Sébastien, Peters Bernhard. In: AIP Conference Proceedings ICNAAM 2017, American Institute of Physics.
Cost analysis of Smart Lighting Solutions for Smart Cities, Cacciatore Giuseppe, Fiandrino Claudio, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal. In: IEEE International Conference on Communications (ICC), Paris, France, 2017.
Coverage optimization with connectivity preservation for UAV swarms applying chaotic dynamics, Rosalie Martin, Brust Matthias R., Danoy Grégoire, Chaumette Serge, Bouvry Pascal. In: IEEE International Conference on Autonomic Computing (ICAC), Columbus 17-21 July 2017.
Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms, Brust Matthias R., Danoy Grégoire, Bouvry Pascal, Gashi Dren, Pathak Himadri, Goncalves Mike P.. In: 42nd IEEE Conference on Local Computer Networks, IEEE Computer Society.
Energy Efficient Data Collection in Opportunistic Mobile Crowdsensing Architectures for Smart Cities, Capponi Andrea, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal. In: 3rd IEEE INFOCOM Workshop on Smart Cites and Urban Computing.
Exploring chaotic dynamics by partition of bifurcation diagram, Changaival Boonyarit, Rosalie Martin. In: Proceeding of Workshop on Advance in Nonlinear Complex Systems and Applications (WANCSA).
Impact du mécanisme chaotique sur l’optimisation d’un modèle de mobilité pour un essaim de drones devant réaliser une couverture de zone, Rosalie Martin, Danoy Grégoire, Chaumette Serge, Bouvry Pascal, Falcon Eric (Editor), Lefranc Marc (Editor), Pétrélis François (Editor), Pham Chi-Tuong (Editor). In: Comptes-rendus de la 20e Rencontre du Non Linéaire, Non-Linéaire Publications.
Law as a Service (LaaS): Enabling Legal Protection over a Blockchain Network, Wasim Muhammad Umer, Ibrahim Abdallah Ali Zainelabden Abdallah, Bouvry Pascal, Limba Tadas. In: 14th International Conference on Smart Cities: Improving Quality of Life using ICT & IoT (HONET-ICT 17), October 09-11, Irbid Jordan..
Load-Aware Strategies for Cloud-Based VoIP Optimization with VM Startup Prediction, Cortes-Mendoza Jorge M., Tchernykh Andrei, Feoktistov Alexander, Bouvry Pascal, Didelot Loïc. In: IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2017, IEEE.
Measuring data locality ratio in virtual MapReduce cluster using WorkflowSim, Wangsom Peerasak, Lavangnananda Kittichai, Bouvry Pascal. In: Proceedings of the 14th International Joint Conference on Computer Science and Software Engineering (JCSSE), 2017 14th, IEEE.
Real-Time Virtual Network Function (VNF) Migration toward Low Network Latency in Cloud Environments, Cho Daewoong, Taheri Javid, Zomaya Albert Y., Bouvry Pascal. In: IEEE 10th International Conference on Cloud Computing (CLOUD), 2017, IEEE.
Self-Regulated Multi-criteria Decision Analysis: An Autonomous Brokerage-Based Approach for Service Provider Ranking in the Cloud, Wasim Muhammad Umer, Ibrahim Abdallah Ali Zainelabden Abdallah, Bouvry Pascal, Limba Tadas. In: 9th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2017), December 11-14, Hong Kong China..
Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering, Brust Matthias R., Zurad Maciej, Hentges Laurent Philippe, Gomes Leandro, Danoy Grégoire, Bouvry Pascal. In: CYBCONF 2017-12-13 09:39:53 +0000 2017-12-13 09:39:53 +0000, IEEE.

Thesis

MULTI-OBJECTIVE CLOUD BROKERING OPTIMIZATION TAKING INTO ACCOUNT UNCERTAINTY AND LOAD PREDICTION, Nguyen Anh Quan, Jury: Bouvry Pascal (Promotor), Talbi El-Ghazali (Promotor), Rothkugel Steffen (President), Danoy Grégoire (Member), Guinand Frédéric (Member).
SLA Violation Detection Model and SLA Assured Service Brokering (SLaB) in Multi-Cloud Architecture, Wagle Shyam Sharan, Jury: Bouvry Pascal (Promotor), Palmirani Monica (Promotor), Talbi El-Ghazali (President), Brandic Ivona (Member), Pierson Jean-Marc (Member).

2016

Book

Proceedings of the 8th IEEE International Conference on Cloud Computing Technology and Science (ClouCom 2016), Varrette Sébastien, Bouvry Pascal, Zomaya Albert, Danoy Grégoire, Gopalakrishnan S., IEEE Computer Society.

Journal Article

Biobjective VoIP Service Management in Cloud Infrastructure, Cortes-Mendoza Jorge, Tchernykh Andrei, Armenta-Cano Fermin, Bouvry Pascal, Drozdov None, Didelot Loic. In: Scientific Programming, IOS Press.
CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud Computing, Kliazovich Dzmitry, Pecero Johnatan E., Tchernykh Andrei, Bouvry Pascal, khan Samee U., Zomaya Albert Y.. In: Journal of Grid Computing, Springer.
Exact and heuristic approaches to solve the Internet shopping optimization problem with delivery costs, Lopez Loces Mario, Musial Jedrzej, Pecero Johnatan, Fraire Hector, Blazewicz Jacek, Bouvry Pascal. In: International Journal of Applied Mathematics and Computer Science, University of Zielona Gora. Institute of Control and Computation Engineering.
Foreword, Danoy Grégoire, Jourdan Laetitia, Talbi El-Ghazali, Nesmachnow Sergio. In: International.
Minimum Dependencies Energy-Efficient Scheduling in Data Centers, Zotkiewicz Mateusz, Guzek Mateusz, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE Transactions on Parallel & Distributed Systems, IEEE.
Online Bi-Objective Scheduling for IaaS Clouds Ensuring Quality of Service, Tchernykh Andrei, Lozano Luz, Schwiegelshohn Uwe, Bouvry Pascal, Pecero Johnatan, Nesmachnow Sergio, Drosdov Alexander. In: Journal of Grid Computing, Springer.
Online Bi-Objective Scheduling for IaaS Clouds Ensuring Quality of Service, Tretakiova Antonina, Seredynski Franciszek, Bouvry Pascal. In: Simulation, SAGE Publications.
Templates and subtemplates of Rössler attractors from a bifurcation diagram, Rosalie Martin. In: Journal of Physics. A, Mathematical and Theoretical, IOP Publishing.

Conference Paper

Amazon Elastic Compute Cloud (EC2) vs. in-House HPC Platform: a Cost Analysis, Emeras Joseph, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 9th IEEE Intl. Conf. on Cloud Computing (CLOUD 2016), IEEE Computer Society.
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms, Kieffer Emmanuel, Guzek Mateusz, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, ACM.
A Parallel Cooperative Coevolutionary SMPSO Algorithm for Multi-objective Optimization, Atashpendar Arash, Dorronsoro Bernabé, Danoy Grégoire, Bouvry Pascal. In: IEEE International Conference on High Performance Computing Simulation (HPCS).
Assessing Performance of Internet of Things-based Mobile Crowdsensing Systems for Sensing as a Service Applications in Smart Cities, Capponi Andrea, Fiandrino Claudio, Franck Christian, Sorger Ulrich, Kliazovich Dzmitry, Bouvry Pascal. In: 8th IEEE International Conference on Cloud Computing Technology and Science (CloudCom).
Co-evolutionary approach based on constraint decomposition, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: Co-evolutionary approach based on constraint decomposition.
Comparisons of Heat Map and IFL Technique to Evaluate the Performance of Commercially Available Cloud Providers, Wagle Shyam Sharan, Guzek Mateusz, Bouvry Pascal, Bisdorff Raymond, IEEE None (Author). In: 2016 IEEE 9th International Conference on Cloud Computing, IEEE.
From Random Process to Chaotic Behavior in Swarms of UAVs, Rosalie Martin, Danoy Grégoire, Chaumette Serge, Bouvry Pascal. In: DIVANet '16 Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, ACM.
Game-Theoretic Recruitment of Sensing Service Providers for Trustworthy Cloud-Centric Internet-of-Things (IoT) Applications, Pouryazdan Maryam, Fiandrino Claudio, Kantarci Burak, Kliazovich Dzmitry, Soyata Tolga, Bouvry Pascal. In: IEEE Global Communications Conference (GLOBECOM) Workshops: Fifth International Workshop on Cloud Computing Systems, Networks, and Applications (CCSNA).
HPC or the Cloud: a cost study over an XDEM Simulation, Emeras Joseph, Besseron Xavier, Varrette Sébastien, Bouvry Pascal, Peters Bernhard. In: Proc. of the 7th International Supercomputing Conference in Mexico (ISUM 2016).
Hybrid mobility model with pheromones for UAV detection task, Kieffer Emmanuel, Danoy Grégoire, Bouvry Pascal, Nagih Anass. In: Hybrid mobility model with pheromones for UAV detection task.
Metaheuristic Based Clustering Algorithms for Biological Hypergraphs, Changaival Boonyarit, Danoy Grégoire, Ostaszewski Marek, Lavangnananda Kittichai, Bouvry Pascal. In: Proceedings of META’2016, 6th International Conference on Metaheuristics and Nature Inspired computing.
Network Coding-based Content Distribution in Cellular Access Networks, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Zomaya Albert Y.. In: IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, 2016.
On Service Level Agreement Assurance in Cloud Computing Data Centers, Ibrahim Abdallah Ali Zainelabden Abdallah, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE 9th International Conference on Cloud Computing (CLOUD), San Francisco, USA (June 2016).
Power Comparison of Cloud Data Center Architectures, Ruiu Pietro, Bianco Andrea, Fiandrino Claudio, Giaccone Paolo, Kliazovich Dzmitry. In: IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, 2016.
Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip, Muszynski Jakub, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 19th European Event on Bio-Inspired Computation, EvoCOMNET 2016, Springer Verlag.
Service Level Agreemnet Assurance between Cloud Services Providers and CLoud Customers, Ibrahim Abdallah Ali Zainelabden Abdallah, Kliazovich Dzmitry, Bouvry Pascal, Butterfield Evan (Director), Kellenberger Patrick (Editor), Harris Lynne (Other). In: Proceedings of 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing CCGrid 2016, IEEE Computer Society.
Service Performance Pattern Analysis and Prediction of Commercially Available Cloud Providers, Wagle Shyam Sharan, Guzek Mateusz, Bouvry Pascal. In: Service Performance Pattern Analysis and Prediction of Commercially Available Cloud Providers.
Smart Probabilistic Fingerprinting for Indoor Localization over Fog Computing Platforms, Sciarrone Andrea, Fiandrino Claudio, Bisio Igor, Lavagetto Fabio, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE 5th International Conference on Cloud Networking (CloudNet), Pisa, Italy.
Sociability-Driven User Recruitment in Mobile Crowdsensing Internet of Things Platforms, Fiandrino Claudio, Kantarci Burak, Anjomshoa Fazel, Kliazovich Dzmitry, Bouvry Pascal, Matthews Jeanna. In: IEEE Global Communications Conference (GLOBECOM), Washington, DC, USA, 2016.
Tackling the IFP Problem with the Preference-Based Genetic Algorithm, Nielsen Sune Steinbjorn, Ferreira Torres Christof, Danoy Grégoire, Bouvry Pascal. In: Proceedings of the Genetic and Evolutionary Computation Conference 2016, ACM.
The Privacy Exposure Problem in Mobile Location-Based Services, Wu Fang-Jing, Brust Matthias R., Chen Yan-Ann, Luo Tie. In: 2016 IEEE Global Communications Conference (GLOBECOM).
UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets, Atten Christophe, Chanouf Loubna, Danoy Grégoire, Bouvry Pascal. In: 19th European Conference on Applications of Evolutionary Computation (EvoApplications), Springer.
UAV Multilevel Swarms for Situation Management, Rosalie Martin, Danoy Grégoire, Bouvry Pascal, Chaumette Serge. In: Proceedings of the 2Nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use, ACM.
Using Heterogeneous Multilevel Swarms of UAVs and High-Level Data Fusion to Support Situation Management in Surveillance Scenarios, Bouvry Pascal, Chaumette Serge, Danoy Grégoire, Guerrini Gilles, Jurquet Gilles, Kuwertz Achim, Müller Wilmuth, Rosalie Martin, Sander Jennifer. In: 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016.
Using Virtual Desktop Infrastructure to Improve Power Efficiency in Grinfy System, Ibrahim Abdallah Ali Zainelabden Abdallah, Kliazovich Dzmitry, Bouvry Pascal, OLEKSIAK Ariel. In: IEEE 8th International Conference on Cloud Computing Technology and Science(CloudCom), Luxembourg 2016.
VBCA: A Virtual Forces Clustering Algorithm for Autonomous Aerial Drone Systems, Brust Matthias R., Akbas M. Ilhan, Turgut Damla. In: 2016 Annual IEEE Systems Conference (SysCon).
Virtual Desktop Infrastructures: architecture, survey and green aspects proof of concept, Ibrahim Abdallah Ali Zainelabden Abdallah, Bouvry Pascal, Kliazovich Dzmitry, OLEKSIAK Ariel. In: 7th INTERNATIONAL GREEN and SUSTAINABLE COMPUTING CONFERENCE (1st RE-HPC workshop), Hangzhou, China (November 2016).

Thesis

COLLABORATIVE RULE-BASED PROACTIVE SYSTEMS: MODEL, INFORMATION SHARING STRATEGY AND CASE STUDIES, Dobrican Remus-Alexandru, Jury: Zampunieris Denis (Promotor), Bouvry Pascal (President), Rothkugel Steffen (Member), Cleve Anthony (Member), Schumacher Michael Ignaz (Member).
Diversity Preserving Genetic Algorithms - Application to the Inverted Folding Problem and Analogous Formulated Benchmarks, Nielsen Sune Steinbjorn, Jury: Bouvry Pascal (Promotor), Schneider Reinhard (President), Talbi El-Ghazali (Member), Danoy Grégoire (Member), Jurkowski Wiktor (Member).
Energy-efficient Communications in Cloud, Mobile Cloud and Fog Computing, Fiandrino Claudio, Jury: Bouvry Pascal (Promotor), Kliazovich Dzmitry (Promotor), Zampunieris Denis (President), Seredynski Franciszek (Member), Giaccone Paolo (Member).
LOAD PREDICTION AND BALANCING FOR CLOUD-BASED VOICE-OVER-IP SOLUTIONS, Simionovici Ana-Maria, Jury: Bouvry Pascal (Promotor).

2015

Book

Foundations of Coding: Compression, Encryption, Error-Correction, Dumas J.-G., Roch J.-L., Tannier E., Varrette Sébastien, Wiley Sons.

Book Chapter

Energy Consumption Optimization in Cloud Data Centers, Kliazovich Dzmitry, Bouvry Pascal, Granelli Fabrizio, Fonseca Nelson L. S.. In: Cloud Services, Networking and Management, Wiley.
Energy Efficiency and High-Performance Computing, Bouvry Pascal, Chetsa G. L. T., Costa G. Da, Jeannot E., Lefèvre L., Pierson J.-M., Pinel F., Stolf P., Varrette Sébastien, Pierson J.-M. (Editor). In: Large-scale Distributed Systems and Energy Efficiency: A Holistic View, John Wiley Sons.
Energy efficiency in HPC Data Centers: Latest Advances to Build the Path to Exascale, Varrette Sébastien, Bouvry Pascal, Jarus M., Oleksiak A.. In: Handbook on Data Centers, Springer.

Journal Article

A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing, Guzek Mateusz, Bouvry Pascal, Talbi El-Ghazali. In: IEEE Computational Intelligence Magazine, IEEE.
Cloud Brokering: Current Practices and Upcoming Challenges, Guzek Mateusz, Gniewek Alicja, Bouvry Pascal, Musial Jedrzej, Blazewicz Jacek. In: IEEE Cloud Computing, IEEE.
Energy efficiency of TCP: An analytical model and its application to reduce energy consumption of the most diffused transport protocol, Usman Muhammad, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal, Castoldi Piero. In: International Journal of Communication Systems, John Wiley & Sons, Inc. - Engineering.
Energy-efficient Data Replication in Cloud Computing Datacenters, Boru Dejene, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal, Zomaya Albert Y.. In: Cluster Computing, Springer Science & Business Media B.V..
Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks, Ruiz Patricia, Dorronsoro Bernabé, Talbi El-Ghazali, Bouvry Pascal. In: Applied Soft Computing, Elsevier.
Metaheuristics for the Virtual Machine Mapping Problem in Clouds, Nesmachnow Sergio, Dorronsoro Bernabé, Talbi El-Ghazali, Bouvry Pascal. In: Informatica, Lith. Acad. Sci..
Mitigating flash crowd effect using connected vehicle technology, Grzybek Agata, Danoy Grégoire, Bouvry Pascal, Seredynski Marcin. In: Vehicular Communications, Elsevier.
Optimizing communication satellites payload configuration with exact approaches, Stathakis Apostolos, Danoy Grégoire, Bouvry Pascal, Talbi El-Ghazali, Morelli Gianluigi. In: Engineering Optimization, Taylor & Francis.
Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Zomaya Albert Y.. In: IEEE Transactions on Cloud Computing.
Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization, Aravanis Alexis, Shankar Bhavani, Arapoglou Pantelis-Daniel, Danoy Grégoire, Cottis Panayotis G., Ottersten Björn. In: IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers.
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project, Bouvry Pascal, Mayer R., Muszynski Jakub, Petcu D., Rauber A., Tempesti G., Trinh None, Varrette Sébastien. In: Supercomputing Frontiers and Innovations.
Survey on Broadcast Algorithms for Mobile Ad Hoc Networks, Ruiz Patricia, Bouvry Pascal. In: ACM Computing Surveys, Association for Computing Machinery.
VizBin - an application for reference-independent visualization and human-augmented binning of metagenomic data, Laczny Cedric Christian, Sternal Tomasz, Plugaru Valentin, Gawron Piotr, Atashpendar Arash, Margossian Houry Hera, Coronado Sergio, van der Maaten Laurens, Vlassis Nikos, Wilmes Paul. In: Microbiome, BioMed Central.
VoIP Service Model for Multi-objective Scheduling in Cloud Infrastructure, Cortés-Mendoza Jorge M., Tchernykh None, Simionovici Ana-Maria, Bouvry Pascal, Nesmachnow Sergio, Dorronsoro Bernabe. In: International Journal of Metaheuristics, Inderscience Publishers.

Conference Paper

Analysis of an Energy-Efficient MAC Protocol Based on Polling for IEEE 802.11 WLAN, Palacios Raul, Mekonnen Gedlu, Alonso-Zarate Jesus, Kliazovich Dzmitry, Granelli Fabrizio. In: IEEE International Conference on Communications (ICC), London, UK, June 2015.
An Evaluation Model for Selecting Cloud Services from Commercially Available Cloud Providers, Wagle Shyam Sharan, Guzek Mateusz, Bouvry Pascal, Bisdorff Raymond. In: 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom).
An LLVM-based Approach to Generate Energy Aware Code by means of MOEAs, Varrette Sébastien, Dorronsorro Bernabe, Bouvry Pascal. In: Proc. of the 7th European Symposium on Computational Intelligence and Mathematics.(ESCIM 2015).
An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem, Nielsen Sune Steinbjorn, Danoy Grégoire, Talbi El-Ghazali, Bouvry Pascal. In: 27th European Conference on Operational Research (EURO).
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem, Nielsen Sune Steinbjorn, Danoy Grégoire, Jurkowski Wiktor, Jimenez Laredo Juan Luis, Schneider Reinhard, Talbi El-Ghazali, Bouvry Pascal. In: Applications of Evolutionary Computation: 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings.
Cloud Service Providers Ranking Based on Service Delivery and Consumer Experience, Wagle Shyam Sharan, Guzek Mateusz, Bouvry Pascal. In: 2015 IEEE 4th International Conference on Cloud Networking (CloudNet).
Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring, Danoy Grégoire, Brust Matthias R., Bouvry Pascal. In: Proceedings of the Fifth ACM International Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, ACM.
Distributed Cellular Evolutionary Algorithms in a Byzantine Environment, Muszynski Jakub, Varrette Sébastien, Dorronsorro Bernabé, Bouvry Pascal. In: Proc. of the 18th Intl. Workshop on Nature Inspired Distributed Computing (NIDISC 2015), part of the 29th IEEE/ACM Intl. Parallel and Distributed Processing Symposium (IPDPS 2015), IEEE Computer Society.
Energy-Efficient Computation Offloading for Wearable Devices and Smartphones in Mobile Cloud Computing, Ragona Claudio, Fiandrino Claudio, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal. In: IEEE Global Communications Conference (GLOBECOM), San Diego, CA, USA, 2015.
Evalix: Classification and Prediction of Job Resource Consumption on HPC Platforms, Emeras Joseph, Varrette Sébastien, Guzek Mateusz, Bouvry Pascal. In: Proc. of the 19th Intl. Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP'15), part of the 29th IEEE/ACM Intl. Parallel and Distributed Processing Symposium (IPDPS 2015), IEEE Computer Society.
HEROS: Energy-Efficient Load Balancing for Heterogeneous Data Centers, Guzek Mateusz, Kliazovich Dzmitry, Bouvry Pascal. In: 8th IEEE International Conference on Cloud Computing IEEE CLOUD 2015.
Models for Efficient Data Replication in Cloud Computing Datacenters, Boru Dejene, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal, Zomaya Albert Y.. In: IEEE International Conference on Communications (ICC), London, UK, 2015.
Network-Assisted Offloading for Mobile Cloud Applications, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Zomaya Albert Y.. In: IEEE International Conference on Communications (ICC), London, UK, 2015.
NIDISC Introduction and Committees, Bouvry Pascal, Danoy Grégoire, Seredynski Franciszek, Talbi El-Ghazali, Zomaya Albert Y.. In: Parallel and Distributed Processing Symposium Workshop (IPDPSW), 2015 IEEE International 2015-10-27 14:21:42 +0000 2015-10-27 14:21:42 +0000.
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks, Nielsen Sune Steinbjorn, Danoy Grégoire, Bouvry Pascal, Talbi El-Ghazali. In: GECCO Companion '15 Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, ACM.
Performance Evaluation of the XDEM framework on the OpenStack Cloud Computing Middleware [alt. 1], Besseron Xavier, Plugaru Valentin, Mahmoudi Amir Houshang, Varrette Sébastien, Peters Bernhard, Bouvry Pascal. In: Proceedings of the Fourth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering, Civil-Comp Press.
Performance Metrics for Data Center Communication Systems, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Zomaya Albert Y.. In: 8th IEEE International Conference on Cloud Computing, New York, USA, 2015.
Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark, Ferreira Torres Christof, Nielsen Sune Steinbjorn, Danoy Grégoire, Bouvry Pascal. In: 7th European Symposium on Computational Intelligence and Mathematics (ESCIM).

Thesis

Cheating-Tolerance of Parallel and Distributed Evolutionary Algorithms in Desktop Grids and Volunteer Computing Systems, Muszynski Jakub, Jury: Bouvry Pascal (Promotor), Nourdin Ivan (President), Fernández de Vega Francisco (Member), Seredyński Franciszek (Member), Varrette Sébastien (Member).
Community-based vehicular networks for traffic information systems, Grzybek Agata, Jury: Bouvry Pascal (Promotor), Zampunieris Denis (President), Szczypiorski Krzystof (Member), Danoy Grégoire (Member), Seredynski Marcin (Member).
Property based model checking of structurally evolving Algebraic Petri nets, Khan Yasir Imtiaz, Jury: Guelfi Nicolas (Promotor), Bouvry Pascal (President), Bisdorff Raymond (Member), Buchs Didier (Member), Risoldi Matteo (Member).
Service Level Agreement Assurance in Cloud Computing Data Centers, Ibrahim Abdallah Ali Zainelabden Abdallah, Jury: Bouvry Pascal (Promotor), Kliazovich Dzmitry (Promotor), Sorger Ulrich (Member).

2014

Book

Evolutionary Algorithms for Mobile Ad Hoc Networks, Dorronsoro Bernabé, Ruiz Patricia, Danoy Grégoire, Pigné Yoann, Bouvry Pascal, John Wiley & Sons.
EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation III [EVOLVE 2012, Mexico City Mexico, August 7-9, 2012, selection of extended papers], Schuetze Oliver, Coello Carlos A. Coello, Tantar Alexandru-Adrian, Tantar Emilia, Bouvry Pascal, Moral Pierre Del, Legrand Pierrick, Springer.
Foundations of Coding: Compression, Encryption, Error-Correction, Dumas J.-G., Roch J.-L., Tannier E., Varrette Sébastien, Wiley Sons.
Théorie des Codes : Compression, Cryptage et Correction, Dumas J.-G., Roch J.-L., Tannier E., Varrette Sébastien, Dunod.

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.

Journal Article

A Holistic Model of the Performance and the Energy-Efficiency of Hypervisors in an HPC Environment, Guzek Mateusz, Varrette Sébastien, Plugaru Valentin, Pecero Johnatan, Bouvry Pascal. In: Concurrency & Computation : Practice & Experience, John Wiley & Sons, Inc. - Engineering.
Designing Robust Volunteer-based Evolutionary Algorithms, Jimenez Laredo Juan Luis, Bouvry Pascal, Lombraña Gonzalez Daniel, Fernández de Vega Francisco, García Arenas Maribel, Merelo Guervós Juan Julián, Fernandes Carlos M.. In: Genetic Programming and Evolvable Machines, Springer New York LLC.
Emerging Paradigms and Areas for Expansion, Bouvry Pascal. In: IEEE Cloud Computing, Institute of Electrical and Electronics Engineers (IEEE).
Erratum to: Internet shopping with price-sensitive discounts, Blazewicz Jacek, Bouvry Pascal, Kovalyov Michael, Musial Jedrzej. In: 4OR : Quarterly Journal of the Belgian, French and Italian Operations Research Societies, Springer.
Factor for Science Park Planning, Wasim Muhammad Umer. In: World Technopolis Review (WTR), World Technopolis Association.
Internet shopping with price sensitive discounts, Blazewicz Jacek, Bouvry Pascal, Kovalyov Mikhael, Musial Jedrzej. In: 4OR : Quarterly Journal of the Belgian, French and Italian Operations Research Societies, Springer.
Multi-objective evolutionary algorithms for energy-aware scheduling on distributed computing systems, Guzek Mateusz, Pecero Johnatan, Dorronsoro Bernabé, Bouvry Pascal. In: Applied Soft Computing, Elsevier.
Optimising Communication Satellites Payload Configuration with Exact Approaches, Stathakis Apostolos, Danoy Grégoire, Bouvry Pascal, Talbi El-Ghazali, Morelli Gianluigi. In: Engineering Optimization, Taylor & Francis.
Optimising small-world properties in VANETs: Centralised and distributed overlay approaches, Schleich Julien, Danoy Grégoire, Dorronsoro Bernabé, Bouvry Pascal. In: Applied Soft Computing, Elsevier.
optPBN: An Optimisation Toolbox for Probabilistic Boolean Networks, Trairatphisan Panuwat, Mizera Andrzej, Pang Jun, Tantar Alexandru-Adrian, Sauter Thomas. In: PLoS ONE, Public Library of Science.
Solving the three dimensional quadratic assignment problem on a computational grid, Mezmaz Mohand, Mehdi Malika, Bouvry Pascal, Talbi El-Ghazali, Tuyttens Daniel. In: Cluster Computing, Springer Science & Business Media B.V..
Special issue: Energy-efficiency in large distributed computing architectures, Dorronsoro Bernabé, Danoy Grégoire, Bouvry Pascal. In: Future Generation Comp. Syst..
The sandpile scheduler: How self-organized criticality may lead to dynamic load-balancing, Jimenez Laredo Juan Luis, Bouvry Pascal, Guinand Frederic, Dorronsoro Bernabe, Fernandes Carlos. In: Cluster Computing, Springer Science & Business Media B.V..

Conference Paper

Adaptive Energy Efficient Distributed VoIP Load Balancing in Federated Cloud Infrastructure, Tchernykh Andrei, Cortés-Mendoza Jorge M., Pecero Johnatan E., Bouvry Pascal, Kliazovich Dzmitry. In: IEEE International Conference on Cloud Networking (CLOUDNET), Luxembourg City, 2014..
Analysis of the Data Flow in the Newscast Protocol for Possible Vulnerabilities, Muszynski Jakub, Varrette Sébastien, Laredo J. L. Jiménez, Bouvry Pascal. In: Proc. of Intl. Conf. on Cryptography and Security System (CSS'14), Springer.
A Power Efficient Genetic Algorithm for Resource Allocation in Cloud Computing Data Centers, Portaluri Giuseppe, Giordano Stefano, Kliazovich Dzmitry, Dorronsoro Bernabé. In: IEEE International Conference on Cloud Networking (CLOUDNET), Luxembourg City, 2014..
A survey on sustainability in ICT a computing perspective, Tantar Alexandru-Adrian, Tantar Emilia. In: GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference, Association for Computing Machinery.
Asymmetric quadratic landscape approximation model, Tantar Alexandru-Adrian, Tantar Emilia, Schütze O.. In: GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference, Association for Computing Machinery.
Bi-objective Exact Optimization of Satellite Payload Power Configuration, Kieffer Emmanuel, Stathakis Apostolos, Danoy Grégoire, Bouvry Pascal, Morelli Gianluigi. In: VIII ALIO/EURO Workshop on Applied Combinatorial Optimization.
Bi-objective Optimization of Satellite Payload Power Configuration, Kieffer Emmanuel, Stathakis Apostolos, Danoy Grégoire, Talbi El-Ghazali, Bouvry Pascal. In: International Conference on Metaheuristics and Nature Inspired Computing (META 2014).
Cellular Automata Approach to Maximum Lifetime Coverage Problem in Wireless Sensor Networks, Tretyakova Antonina, Seredynski Franciszek, Bouvry Pascal, Was Jaroslaw (Editor), Sirakoulis Georgios (Editor), Bandini Stefania (Editor). In: Cellular Automata: 11th International Conference on Cellular Automata for Research and Industry, ACRI 2014 Krakow, Poland, September 22–25, 2014, Proceedings, Springer.
CloudNetSim++: A Toolkit for Data Center Simulations in OMNET++, Malik Asad W., Bilal Kashif, Aziz Khurram, Kliazovich Dzmitry, Ghani Nasir, Khan Samee U., Buyya Rajkumar. In: 11th IEEE International Symposium on High Capacity Optical Networks and Enabling Technologies (HONET), Charlotte, NC, USA, December 2014..
Cognition: a tool for reinforcing security in Software Defined Netwks, Tantar Emilia, Palattella Maria Rita, Avanesov Tigran, Kantor Miroslaw, Engel Thomas, Tantar Alexandru-Adrian (Editor), Tantar Emilia (Editor), Jian-Qiao Sun (Editor), Zhang Wei (Editor), Ding Qian (Editor), Schütze Oliver (Editor), Emmerich Michael (Editor), Legrand Pierrick (Editor), Del Moral Pierre (Editor), Coello Coello Carlos (Editor). In: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer.
Comparison of Multi-objective Optimization Algorithms for the JShadObf JavaScript Obfuscator, Bertholon Benoit, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 17th Intl. Workshop on Nature Inspired Distributed Computing (NIDISC 2014), part of the 28th IEEE/ACM Intl. Parallel and Distributed Processing Symposium (IPDPS 2014), IEEE Computer Society.
Cooperative Selection: Improving Tournament Selection via Altruism, Jimenez Laredo Juan Luis, Nielsen Sune Steinbjorn, Danoy Grégoire, Bouvry Pascal, fernandes Carlos. In: The 14th European Conference on Evolutionary Computation in Combinatorial Optimisation.
Energy Savings on a Cloud-based Opportunistic Infrastructure, Pecero Johnatan, Diaz Cesar, Castro Harold, Villamizar Mario, Sotelo German, Bouvry Pascal. In: Service Oriented Computing ICSOC 2013 Workshops, Spinger International Publishing.
Exploiting the Hard-wired Vulnerabilities of Newscast via Connectivity-splitting Attack, Muszynski Jakub, Varrette Sébastien, Jimenez Laredo Juan Luis, Bouvry Pascal. In: Proc. of the IEEE Intl. Conf. on Network and System Security (NSS 2014), Springer Verlag.
HPC Performance and Energy-Efficiency of the OpenStack Cloud Middleware, Varrette Sébastien, Plugaru Valentin, Guzek Mateusz, Besseron Xavier, Bouvry Pascal. In: Proc. of the 43rd Intl. Conf. on Parallel Processing (ICPP-2014), Heterogeneous and Unconventional Cluster Architectures and Applications Workshop (HUCAA'14), IEEE.
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation, Stathakis Apostolos, Danoy Grégoire, Talbi El-Ghazali, Bouvry Pascal, Morelli Gianluigi. In: 17th European Conference on Applications of Evolutionary Computation (EvoApplications 2014).
It's Not a Bug, It'sa Feature: Wait-free Asynchronous Cellular Genetic Algorithm, Pinel Frédéric, Dorronsoro Bernabé, Bouvry Pascal, khan Samee, Wyrzykowski Roman (Editor), Dongarra Jack (Editor). In: Parallel Processing and Applied Mathematics 10th International Conference, PPAM 2013 Warsaw, Poland, September 8–11, 2013, LNCS.
Management of an Academic HPC Cluster: The UL Experience, Varrette Sébastien, Bouvry Pascal, Cartiaux Hyacinthe, Georgatos Fotis. In: Proc. of the 2014 Intl. Conf. on High Performance Computing Simulation (HPCS 2014), IEEE.
Multi-Objective Evolutionary Approach for the Satellite Payload Power Optimization Problem, Kieffer Emmanuel, Stathakis Apostolos, Danoy Grégoire, Bouvry Pascal, Talbi El-Ghazali, Morelli Gianluigi. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014).
NC-CELL: Network Coding-based Content Distribution in Cellular Networks for Cloud Applications, Fiandrino Claudio, Kliazovich Dzmitry, Bouvry Pascal, Zomaya Albert Y.. In: IEEE Global Communications Conference, Austin, TX, USA, 2014.
Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGAII, Dorronsoro Bernabé, Ruiz Patricia, Talbi El-Ghazali, Piyatumrong Apivadee. In: Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGAII.
ParaMASK: a Multi-Agent System for the Efficient and Dynamic Adaptation of HPC Workloads, Guzek Mateusz, Besseron Xavier, Varrette Sébastien, Danoy Grégoire, Bouvry Pascal. In: 14th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2014).
Performance Analysis of Cloud Environments on Top of Energy-Efficient Platforms Featuring Low Power Processors, Plugaru Valentin, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 6th IEEE Intl. Conf. on Cloud Computing Technology and Science (CloudCom'14), IEEE Computer Society.
Profiling Cloud Applications with Hardware Performance Counters, Kandalintsev Alexandre, Lo Cigno Renato, Kliazovich Dzmitry, Bouvry Pascal. In: International Conference on Information Networking (ICOIN), Phuket, Thailand, 2014.
Reverse Direction Transmissions and Network Coding for Energy-Efficient Wi-Fi Networks, Palacios Raul, Kliazovich Dzmitry, Granelli Fabrizio. In: IEEE International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks (CAMAD), Athens, Greece, 2014..
Visualization and Classification of Protein Secondary Structures using Self-Organizing Maps, Grevisse Christian, Muller Ian William, Jimenez Laredo Juan Luis, Ostaszewski Marek, Danoy Grégoire, Bouvry Pascal. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014).

Thesis

ENERGY-EFFICIENT SCHEDULING IN GRID COMPUTING AND RESOURCE ALLOCATION IN OPPORTUNISTIC CLOUD COMPUTING: MODELS AND ALGORITHMS, Diaz Cesar Orlando, Jury: Bouvry Pascal (Promotor), Guinand Frederic (President), Pecero Johnatan (Member), Kacem Imed (Member).
Energy-Performance Optimization for the Cloud, Pinel Frédéric, Jury: Bouvry Pascal (Promotor), Rothkugel Steffen (President), Gustedt Jens (Member), Lefevre Laurent (Member), Dorronsoro Bernabé (Member).
Feature Detection and Classification in Financial News, Minev Mihail, Jury: Schommer Christoph (Promotor), Grammatikos Theoharry (Member), Schäfer Ulrich (Member), Treleaven Philip (Member), Bouvry Pascal (Member).
Holistic, Autonomic, and Energy-aware Resource Allocation in Cloud Computing, Guzek Mateusz.
Satellite Payload Reconfiguration Optimisation, Stathakis Apostolos, Jury: Bouvry Pascal (Promotor).

2013

Book

EVOLVE - A Bridge between Probability, Set Oriented Numerics: and Evolutionary Computation, Tantar Emilia, Tantar Alexandru-Adrian, Bouvry Pascal, Moral Pierre Del, Legrand Pierrick, Coello Carlos A. Coello, Schütze Oliver, Springer.
EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation IV [EVOLVE 2013, Leiden The Netherlands, July 10-13, 2013], Emmerich Michael, Deutz Andre, Schuetze Oliver, Bäck Thomas, Tantar Emilia, Tantar Alexandru-Adrian, Moral Pierre Del, Legrand Pierrick, Bouvry Pascal, Coello Carlos A. Coello, Springer.

Book Chapter

Architectures and Information Signaling Techniques for Cognitive Networks, Kliazovich Dzmitry, Granelli Fabrizio, Fonseca Nelson L. S., Bouvry Pascal. In: Architectures and Information Signaling Techniques for Cognitive Networks, IGI Global.
Evolutionary algorithms based on game theory and cellular automata with coalitions, Dorronsoro Bernabé, Burguillo Juan Carlos, Peleteiro Ana, Bouvry Pascal, Zelinka I. (Editor), Snasel V. (Editor), Abraham A. (Editor). In: Handbook of Optimization, Springer.
Evolutionary algorithms based on game theory and cellular automata with coalitions, Dorronsoro Bernabe, Burguillo J.C., Peleteiro A., Bouvry Pascal, Zelinka I. (Editor), Snasel V. (Editor), Abraham A. (Editor). In: Handbook of Optimization, Springer.
GFOG: Green and Flexible Opportunistic Grids., Castro Harold, Villamizar Mario, Sotelo German, Diaz Cesar, Pecero Johnatan, Bouvry Pascal, Khan Samee, Khan Samee (Editor), Zomaya Albert (Editor), Lizhe Wang (Editor). In: Scalable Computing and Communications. Theory and Practice, Wiley&Sons.
Simulation and Performance Analysis of Data Intensive and Workload Intensive Cloud Computing Data Centers, Kliazovich Dzmitry, Bouvry Pascal, Khan Sameeullah, Kachris Christoforos (Editor), Bergman Keren (Editor), Tomkos Ioannis (Editor). In: Optical Interconnects for Future Data Center Networks, Springer New York.

Journal Article

Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution, Dorronsoro Bernabé, Danoy Grégoire, Nebro Antonio J., Bouvry Pascal. In: Computers & Operations Research.
A survey on resource allocation in high performance distributed computing systems, Hussain Hameed, Malik Saif Ur Rehman, Hameed Abdul, Khan Samee Ullah, Bickler Gage, Min-Allah Nasro, Qureshi Muhammad Bilal, Zhang Limin, Yongji Wang, Ghani Nasir, Kolodziej Joanna, Zomaya Albert Y., Xu Cheng-Zhong, Balaji Pavan, Vishnu Abhinav, Pinel Frédéric, Pecero Johnatan, Kliazovich Dzmitry, Bouvry Pascal, Li Hongxiang, Wang Lizhe, Chen Dan, Rayes Ammar. In: Parallel Computing.
Cellular genetic algorithms without additional parameters, Dorronsoro Bernabe, Bouvry Pascal. In: Journal of Supercomputing, Springer.
CogMAC: a cognitive link layer for wireless local area networks, de Oliveira Filho Jorgelima, Kliazovich Dzmitry, Granelli Fabrizio, Madeira Edmundo, da Fonseca Nelsonl S.. In: Wireless Networks, Springer US.
DENS: data center energy-efficient network-aware scheduling, Kliazovich Dzmitry, Bouvry Pascal, Khan Samee Ullah. In: Cluster Computing, Springer US.
Drawing ER diagrams with TikZ, Fiandrino Claudio. In: Ars TeXnica, Gruppo utilizzatori Italiani di TeX e LaTeX (GuIT).
Editorial: special issue on parallel nature-inspired optimization, Danoy Grégoire. In: Journal of Supercomputing.
Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems, Nesmachnow sergio, Dorronsoro bernabe, Pecero Johnatan, Bouvry Pascal. In: Journal of Grid Computing, Springer.
Energy Efficient Scheduling in Heterogeneous Systems with a Parallel Multiobjective Local Search, Iturriaga Santiago, Nesmachnow Sergio, Dorronsoro Bernabe, Bouvry Pascal. In: Computing and Informatics.
Hopfield neural network for simultaneous job scheduling and data replication in grids, Taheri Javid, Zomaya Albert, Bouvry Pascal, Khan Samee. In: Future Generation Computer Systems, Elsevier Science.
Predictive Modeling in a VoIP System, Simionovici Ana-Maria, Tantar Alexandru, Bouvry Pascal, Didelot Loic. In: Journal of Telecommunications and Information Technology, National Institute of Telecommunications.
Recent development and biomedical applications of probabilistic Boolean networks, Trairatphisan Panuwat, Mizera Andrzej, Pang Jun, Tantar Alexandru-Adrian, Schneider Jochen, Sauter Thomas. In: Cell Communication and Signaling, BioMed Central.
Sa-TikZ: a library to draw switching architectures, Fiandrino Claudio. In: Ars TeXnica, Gruppo utilizzatori Italiani di TeX e LaTeX (GuIT).
Scalable, Low complexity, and fast greedy scheduling heuristics for highly heterogeneous distributed computing systems, Diaz Cesar, Pecero Johnatan, Bouvry Pascal. In: Journal of Supercomputing, Springer Science & Business Media B.V..
Solving very large instances of the scheduling of independent tasks problem on the GPU, Pinel Frédéric, Dorronsoro Bernabé, Bouvry Pascal. In: Journal of Parallel & Distributed Computing, Elesevier.
Special issue on evolutionary computing and complex systems, Bouvry Pascal, Schuetze Oliver, Coello Coello Carlos A., Del Moral Pierre, Tantar Alexandru-Adrian, Tantar Emilia. In: SOFT COMPUTING, Springer.
Trust Based Interdependency Weighting for On-line Risk Monitoring in Interdependent Critical Infrastructures, Caldeira F., Schaberreiter Thomas, Varrette Sébastien, Monteiro E., Sim$\texto$es P., Khadraoui D., Bouvry Pascal. In: International Journal of Secure Software Engineering.

Conference Paper

Accounting for load variation in energy-efficient data centers, Kliazovich Dzmitry, Arzo Sisay T., Granelli Fabrizio, Bouvry Pascal, Khan Samee Ullah. In: IEEE International Conference on Communications (ICC), Budapest, Hungary, 2013.
A Holistic Model for Resource Representation in Virtualized Cloud Computing Data Centers, Guzek Mateusz, Kliazovich Dzmitry, Bouvry Pascal. In: IEEE International Conference on Cloud Computing Technology, Bristol, UK, 2013.
A Holistic Model of the Performance and the Energy-Efficiency of Hypervisors in an HPC Environment, Guzek Mateusz, Varrette Sébastien, Plugaru Valentin, Pecero Johnatan, Bouvry Pascal. In: Energy Efficiency in Large Scale Distributed Systems, Springer.
An Energy Efficient Distributed Coordination Function Using Bidirectional Transmissions and Sleep Periods for IEEE 802.11 WLANs, Palacios Raul, Granelli Fabrizio, Kliazovich Dzmitry, Alonso Luis, Alonso-Zarate Jesus. In: IEEE Global Communications Conference (GLOBECOM), Atlanta, GA, USA, 2013.
An energy-efficient point coordination function using bidirectional transmissions of fixed duration for infrastructure IEEE 802.11 WLANs, Palacios Raul, Granelli Fabrizio, Gajic Danica, Lis Christian, Kliazovich Dzmitry. In: IEEE International Conference on Communications (ICC), Budapest, Hungary, 2013.
An Overlay Approach for Optimising Small-World Properties in VANETs, Schleich Julien, Danoy Grégoire, Dorronsoro Bernabé, Bouvry Pascal. In: Proceedings of the 16th European Conference on Applications of Evolutionary Computation (EvoApplications).
A parallel hybrid evolutionary algorithm for the optimization of broker virtual machines subletting in cloud systems, iturriaga Santiago, Nesmachnow Sergio, Dorronsoro Bernabe, El-Ghazali Talbi, Bouvry Pascal. In: International Conference on P2P, Parallel, Grid, Cloud and Internet Computing.
A Parallel Multi-objective Local Search for AEDB Protocol Tuning, Iturriaga Santiago, Ruiz Patricia, Nesmachnow Sergio, Dorronsoro Bernabe, Bouvry Pascal. In: IEEE International Parallel and Distributed Processing Simposium.
Bulding Platform as a Service for High Performance Computing over an Opportunistic Cloud Computing, Sotelo German, Diaz Cesar, Villamizar Mario, Castro Harold, Pecero Johnatan, Bouvry Pascal. In: Algorithms and Architectures for Parallel Processing, Springer International Publishing.
CA-DAG: Communication-Aware Directed Acyclic Graphs for Modeling Cloud Computing Applications, Kliazovich Dzmitry, Pecero Johnatan, Tchernykh Andrei, Bouvry Pascal, Khan Samee U., Zomaya Albert Y.. In: Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, IEEE Computer Society.
Comparing the Performance and Power Usage of GPU and ARM Clusters for Map-Reduce, Delplace V., Manneback P., Pinel Frédéric, Varrette Sébastien, Bouvry Pascal. In: Proc. of the 3rd Intl. Conf. on Cloud and Green Computing (CGC'13), IEEE Computer Society.
Dependency Analysis for Critical Infrastructure Security Modelling: A Case Study within the Grid'5000 Project, Schaberreiter Thomas, Varrette Sébastien, Bouvry Pascal, Röning J., Khadraoui D.. In: Proc. of the 3th IFIP Intl. SeCIHD'2013 Workshop, part of the 8th Intl. Conf. on Availability, Reliability and Security (ARES'13), Springer Verlag.
Energy-aware VM allocation on An Opportunistic Cloud Infrastructure, Diaz Cesar, Castro Harold, Villamizar Mario, Pecero Johnatan, Bouvry Pascal. In: Proceedings of the 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing.
Energy Efﬁciency of an Enhanced DCF Access Method using Bidirectional Communications for Infrastructure-based IEEE 802.11 WLANs, Palacios Raul, Granelli Fabrizio, Kliazovich Dzmitry, Alonso Luis, Alonso-Zarate Jesus. In: IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Berlin, Germany, 2013.
Energy-Efficient Data Replication in Cloud Computing Datacenters, Boru Dejene, Kliazovich Dzmitry, Granelli Fabrizio, Bouvry Pascal, Zomaya Albert. In: IEEE Globecom 2013 International Workshop on Cloud Computing Systems, Networks, and Applications (CCSNA), Atlanta, GA, USA, 2013.
e-STAB: Energy-Efficient Scheduling for Cloud Computing Applications with Traffic Load Balancing, Kliazovich Dzmitry, Arzo Sisay T., Granelli Fabrizio, Bouvry Pascal, Khan Samee Ullah. In: IEEE International Conference on Green Computing and Communications (GreenCom), Beijing, China 2013.
Expected Running Time of Parallel Evolutionary Algorithms on Unimodal Pseudo-Boolean Functions over Small-World Networks, Muszynski Jakub, Varrette Sébastien, Bouvry Pascal. In: Proc. of the IEEE Congress on Evolutionary Computation (CEC'2013), IEEE.
HPC Performance and Energy-Efficiency of Xen, KVM and VMware Hypervisors, Varrette Sébastien, Guzek Mateusz, Plugaru Valentin, Besseron Xavier, Bouvry Pascal. In: Proc. of the 25th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2013).
JShadObf: A JavaScript Obfuscator Based on Multi-Objective Optimization Algorithms, Bertholon Benoit, Varrette Sébastien, Bouvry Pascal, Lopez Javier (Editor), Huang Xinyi (Editor), Sandhu Ravi (Editor). In: Network and System Security, Springer Berlin Heidelberg.
List scheduling heuristics for virtual machine mapping in cloud systems, nesmachnow sergio, iturriaga santiago, dorronsoro bernabe, El-Ghazali Talbi, Bouvry Pascal. In: VI Latin American Symposium on High Performance Computing (HPCLatam).
Minimising longest path length in communication satellite payloads via metaheuristics, Stathakis Apostolos, Danoy Grégoire, Schleich Julien, Bouvry Pascal, Morelli Gianluigi. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO '13, ACM.
On the Foundations and the Applications of Evolutionary Computing, Del Moral Pierre, Tantar Alexandru-Adrian, Tantar Emilia. In: Studies in Computational Intelligence, Springer-Verlag Berlin.
Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures, Jimenez Laredo Juan Luis, Dorronsoro Bernabe, Fernandes Carlos, Merelo Juan Julian, Bouvry Pascal, Nicosia G. (Editor), Pardalos P. (Editor). In: Learning and Intelligent Optimization, Springer-Verlag.
ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model, Guzek Mateusz, Danoy Grégoire, Bouvry Pascal, Ito Takayuki (Editor), Jonker Catholijn (Editor), Gini Maria (Editor), Shehory Onn (Editor). In: Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems, AAMAS'13.
Performance Evaluation and Energy Efficiency of High-Density HPC Platforms Based on Intel, AMD and ARM Processors, Jarus M., Varrette Sébastien, Oleksiak A., Bouvry Pascal. In: Proc. of the Intl. Conf. on Energy Efficiency in Large Scale Distributed Systems (EE-LSDS'13), Springer Verlag.
Savant: Automatic parallelization of a scheduling heuristic with machine learning, Pinel Frédéric, Dorronsoro Bernabé, Bouvry Pascal, Khan Samee. In: Nature and Biologically Inspired Computing (NaBIC), 2013 World Congress on.
ShadObf: A C-Source Obfuscator Based on Multi-objective Optimisation Algorithms, Bertholon Benoit, Varrette Sebastien, Martinez Sebastien. In: Proceedings of the 2013 IEEE 27th International Symposium on Parallel and Distributed Processing Workshops and PhD Forum, IEEE Computer Society.
ShadObf: A C-source Obfuscator based on Multi-objective Optimization Algorithms, Bertholon Benoit, Varrette Sébastien, Martinez S.. In: Proc. of the 16th Intl. Workshop on Nature Inspired Distributed Computing (NIDISC 2013), part of the 27th IEEE/ACM Intl. Parallel and Distributed Processing Symposium (IPDPS 2013), IEEE Computer Society.
System Design and Implementation Decisions for ParaMoise Organizational Model, Guzek Mateusz, Danoy Grégoire, Bouvry Pascal. In: Proceedings of the 2013 Federated Conference on Computer Science and Information Systems.
UAV fleet area coverage with network connectivity constraint, Schleich Julien, Panchapakesan Athithyaa, Danoy Grégoire, Bouvry Pascal. In: Proceedings of the 11th ACM International Symposium on Mobility Management and Wireless Access (MobiWac'13), ACM.
Using Data-flow analysis in MAS for power-aware HPC runs, Varrette Sébastien, Danoy Grégoire, Guzek Mateusz, Besseron Xavier, Bouvry Pascal. In: Proc. of the IEEE Intl. Conf. on High Performance Computing and Simulation (HPCS'13), IEEE Computer Society.
Vehicular mobility model optimization using cooperative coevolutionary genetic algorithms, Nielsen Sune Steinbjorn, Danoy Grégoire, Bouvry Pascal. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '13), ACM.

Thesis

Applications of Combinatorial Optimization for Online Shopping, Musial Jedrzej, Jury: Bouvry Pascal (Promotor), Blazewicz Jacek (Promotor).
CertiCloud and JShadObf. Towards Integrity and Software Protection in Cloud Computing Platforms, Bertholon Benoit, Jury: Bouvry Pascal (Promotor), Varrette Sébastien (Promotor).
Efficient Communication Protocols for ad hoc Networks, Ruiz Villalobos Gracia Patricia, Jury: Bouvry Pascal (Promotor).

Parallel Computing and Optimisation Group

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Infrastructure and architecture engineer

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

PRACE-6IP - PRACE Sixth Implementation Phase

SIMMS - Swarm Intelligent Mission systeMS

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

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