Prof. Dr. Pascal Bouvry
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| Faculty or Centre | Faculty of Science, Technology and Medicine | ||||||
| Department | Department of Computer Science | ||||||
| Postal Address |
Université du Luxembourg Maison du Nombre 6, Avenue de la Fonte L-4364 Esch-sur-Alzette |
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| Campus Office | MNO, E02 0215-020 | ||||||
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| Telephone | (+352) 46 66 44 5258 | ||||||
Curriculum Vitae
Dr. Bouvry earned his undergraduate degree in Economical & Social Sciences and his Master degree in Computer Science with distinction (‘91) from the University of Namur, Belgium. He went on to obtain his Ph.D. degree ('94) in Computer Science with great distinction at the University of Grenoble (INPG), France. His research at the IMAG laboratory focussed on Mapping and scheduling task graphs onto Distributed Memory Parallel Computers. Next, he performed post-doctoral researches on coordination languages and multi-agent evolutionary computing at CWI in Amsterdam.
Dr Bouvry gained industrial experience as manager of the technology consultant team for FICS (belonging to S1 corp) a world leader in electronic financial services. Next, he worked as CEO and CTO of SDC, a Saigon-based joint venture between SPT (the second telecom operator in Vietnam), Spacebel SA (a Belgian leader in Space, GIS and Healthcare), and IOIT, a public research and training center. After that, Dr Bouvry moved to Montreal as VP Production of Lat45 and Development Director for MetaSolv Software, a world-leader in Operation Support Systems for the telecom industry (e.g. AT&T, Worldcom, Bell Canada, etc).
Dr. Bouvry is currently "Chargé de Mission auprès du Recteur" in charge of the University High Performance Computing, heading the PCOG (Parallel Computing and Optimization Group), directing the doctoral programme DP-CSCE, directing the certificate SmartICT for Business innovation, and serving as Professor. Pascal Bouvry is also faculty of the Interdisciplinary Center of Security, Reliability and active in various scientific committees and technical workgroups (IEEE CIS Cloud Computing vice-chair, IEEE TCSC GreenIT steering committee, ERCIM WG, ANR, COST TIST, etc.).
Pascal Bouvry is also member of the editorial boards of IEEE Transactions on Sustainable Computing, IEEE Cloud Computing Magazine, Springer journal on Communications and Sustainable Computing, and Elsevier journal in Swarm and Evolutionary Computation.
Current Research Interests
The team of Pascal Bouvry, PCOG, is researching on parallel computing and optimisation techniques. The application domains include new generations of distributed environments (cloud, p2p, ad-hoc, and hybrids) and bioinformatics (protein folding, knowledge organization and exploration, etc). The required mathematical foundations include Algebra, Graph Theory, Operations research, Game Theory.
Teaching
- Intelligent Systems: Problem Solving (MICS S1)
- Optimisation Techniques (MICS S2)
- Informatique (BASV S2)
- Parallel and Grid Computing (MICS S3)
- Cloud Computing (Smart-ICT S1)
- Algorithmics 3 (Binfo S4)
- Distributed Systems & Middleware (Binfo S3)
- ICT (Master Entrepreneurship S1)
Last updated on: Thursday, 09 August 2018
2023
Learning private equity recommitment strategies for institutional investors; ; ; ;
in Frontiers in Artificial Intelligence in Finance (2023)
2022
From communities to protein complexes: A local community detection algorithm on PPI networks; ; ; ; ;
in PLoS ONE (2022), 17(1), 1-17
A Framework of Hyper-Heuristics based on Q-Learning; ; ;
in International Conference in Optimization and Learning (OLA2022) (2022)
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning; ; ;
in Proceedings of the 14th International Conference on Agents and Artificial Intelligence (2022)
A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments; ; ; ;
in PMAM '22: Proceedings of the Thirteenth International Workshop on Programming Models and Applications for Multicores and Manycores (2022, April 18)
A RNN-Based Hyper-Heuristic for Combinatorial Problems; ; ; ;
in A RNN-Based Hyper-Heuristic for Combinatorial Problems (2022)
Deep Mining Covid-19 Literature; ;
in Applied Informatics, 5th International Conference, ICAI 2022, Arequipa, Peru, October 27–29, 2022, Proceedings (2022)
A Variant of Concurrent Constraint Programming on GPU; ;
in Proceedings of the AAAI Conference on Artificial Intelligence (2022, June), 36(4), 3830-3839
2021
Comparing elementary cellular automata classifications with a convolutional neural network; ;
in Proceedings of International Conference on Agents and Artificial Intelligence (ICAART) (2021, February 05)
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours; ; ;
in Intelligent Information and Database Systems - 13th Asian Conference ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings (2021)
Community Detection in Complex Networks: A Survey on Local Approaches; ; ;
Scientific Conference (2021)
Interplay between success and patterns of human collaboration: case study of a Thai Research Institute; ; ; ; ;
in Scientific Reports (2021)
Proximal Policy Optimisation for a Private Equity Recommitment System; ; ; ; ;
in Springer CCIS series (2021)
Evolutionary Learning of Private Equity Recommitment Strategies; ; ; ; ;
in 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (2021)
Protection of Personal Data in High Performance Computing Platform for Scientific Research Purposes; ;
in Proc. of the EU Annual Privacy Forum (APF) 2021 (2021, June)
A Distributed Pareto-based Path Planning Algorithm for Autonomous Unmanned Aerial Vehicles (Extended Abstract); ; ;
Scientific Conference (2021, January 07)
CONSOLE: intruder detection using a UAV swarm and security rings; ; ;
in Swarm Intelligence (2021), 15(3), 205--235
A competitive Predator–Prey approach to enhance surveillance by UAV swarms; ; ;
in Applied Soft Computing (2021), 111
Improving Pheromone Communication for UAV Swarm Mobility Management; ; ;
in 13th International Conference on Computational Collective Intelligence (ICCCI 2021) (2021)
Optimising pheromone communication in a UAV swarm; ; ;
in GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021 (2021)
Improving Pheromone Communication for UAV Swarm Mobility Management; ; ;
in ICCCI 2021: Computational Collective Intelligence (2021, July 30)
UAV-UGV-UMV Multi-Swarms for Cooperative Surveillance; ; ;
in Frontiers in Robotics and AI (2021), 8
2020
Design Challenges of Trustworthy Artificial Intelligence Learning Systems; ; ;
in Intelligent Information and Database Systems - 12th Asian Conference ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Companion Proceedings (2020)
NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning; ; ; ; ; ; ;
in GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020 (2020)
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs; ; ;
in IEEE Symposium Series on Computational Intelligence, Canberra 1-4 December 2020 (2020, December)
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach; ; ;
in GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020 (2020)
Local Community Detection Algorithm with Self-defining Source Nodes; ; ;
in Complex Networks & Their Applications IX (2020, September 01)
Privacy and Security of Big Data in AI Systems:A Research and Standards Perspective; ; ; ; ;
in 2019 IEEE International Conference on Big Data (Big Data), 9-12 December 2019 (2020, February 24)
Innovation Networks from Inter-organizational Research Collaborations; ; ; ;
in Heuristics for Optimization and Learning (2020)
Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms; ; ; ; ; ; ; ; ;
in High Performance Computing (2020)
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic; ; ; ;
in IEEE Transactions on Evolutionary Computation (2020), 24(1), 44--56
Performance Analysis of Distributed and Scalable Deep Learning; ; ; ;
in 20th IEEE/ACM Intl. Symp. on Cluster, Cloud and Internet Computing (CCGrid'20) (2020, May)
Evolving a Deep Neural Network Training Time Estimator; ; ; ; ; ;
in Communications in Computer and Information Science (2020, February)
Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage; ; ; ;
in Journal of Computational Science (2020), 41
Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques; ; ;
in Sensors (2020), 20(9), 2566
A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms; ; ;
in IEEE 17th Annual Consumer Communications & Networking Conference CCNC 2020, Las Vegas, NV, USA, January 10-13, 2020 (2020)
Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates; ; ;
in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020 (2020)
Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection; ; ;
in Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings (2020)
Reducing overfitting and improving generalization in training convolutional neural network under limited sample sizes in image recognition; ; ; ;
in 5th International Conference on Information Technology, Bangsaen 21-22 October 2020 (2020)
2019
Security, reliability and regulation compliance in Ultrascale Computing System; ; ; ; ;
in Zomaya, A. Y.; Carretero, J.; Jeannot, E. (Eds.) Ultrascale Computing Systems (2019)
A Survey on Mobile Crowdsensing Systems: Challenges, Solutions, and Opportunities; ; ; ; ;
in IEEE Communications Surveys and Tutorials (2019), 21(3, thirdquarter 2019), 2419-2465
Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities; ; ; ; ; ;
in IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain, 2019 (2019, July)
Toward Real-world Vehicle Placement Optimization in Round-trip Carsharing; ; ; ; ; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference (2019)
A GP Hyper-Heuristic Approach for Generating TSP Heuristics; ; ; ;
in 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019) (2019, May 20)
GP hyper-heuristic for the travelling salesman problem; ; ;
Scientific Conference (2019, January 29)
Amazon Elastic Compute Cloud (EC2) versus In-House HPC Platform: A Cost Analysis; ; ;
in IEEE Transactions on Cloud Computing (2019), 7(2), 456-468
Link Definition ameliorating Community Detection in Collaboration Networks; ; ; ;
in Frontiers in Big Data (2019), 2
Transforming Collaboration Data into Network Layers for Enhanced Analytics; ; ;
Scientific Conference (2019, February 25)
Profiling Performance of Application Partitioning for Wearable Devices in Mobile Cloud and Fog Computing; ; ; ;
in IEEE Access (2019), 7
A Memory-Based Label Propagation Algorithm for Community Detection; ; ;
in Complex Networks and Their Applications VII (2019)
Tackling Large-Scale and Combinatorial Bi-level Problems with a Genetic Programming Hyper-heuristic; ; ;
in IEEE Transactions on Evolutionary Computation (2019)
Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection; ; ; ; ; ;
in Foundations of Computing and Decision Sciences (2019)
Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy; ; ;
in Samir Labib, Nader; Brust, Matthias R.; Danoy, Grégoire; Bouvry, Pascal (Eds.) Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy (2019, October)
Technical report on data protection and privacy in smart ICT: Internet of Things: Gap analysis between scientific research and technical standardisation: Gap analysis Internet of Things; ; ;
in Technical report on data protection and privacy in smart ICT (2019), 1
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management; ; ; ;
in Sensors (2019), 19(21), 22
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management; ; ; ;
in Samir Labib, Nader; Danoy, Grégoire; Musial, Jedrzej; Brust, Matthias R.; Bouvry, Pascal (Eds.) 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications (DIVANet '19) (2019, November)
Configurable Cost-Quality Optimization of Cloud-based VoIP; ; ; ; ; ; ;
in Journal of Parallel and Distributed Computing (2019), 133
Automatic Software Tuning of Parallel Programs for Energy-Aware Executions; ; ; ;
in Proc. of 13th Intl. Conf. on Parallel Processing and Applied Mathematics (PPAM 2019) (2019, December)
Multi-Objective Scientific-Workflow Scheduling With Data Movement Awareness in Cloud.; ;
in IEEE Access (2019), 7
2018
Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters; ; ; ; ; ;
in Bioinspired Optimization Methods and Their Applications (2018)
Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control; ; ; ; ; ;
in Journal of Intelligent and Robotic Systems (2018)
UL HPC Tutorial: Building [custom] software with EasyBuild on the UL HPC platform; ; ; ; ;
Presentation (2018, June)
A Degenerate Agglomerative Hierarchical Clustering Algorithm for Community Detection; ; ;
in Nguyen, Ngoc Thanh; Hoang, Duong Hung; Hong, Tzung-Pei; Pham, Hoang; Trawiński, Bogdan (Eds.) Intelligent Information and Database Systems (2018)
A Memory-Based Label Propagation Algorithm for Community Detection; ; ;
in Aiello, Luca Maria; Cherifi, Chantal; Cherifi, Hocine; Lambiotte, Renaud; Pietro, Liò; Rocha, Luis M. (Eds.) Complex Networks and Their Applications VII (2018, December 02)
On Verifying and Assuring the Cloud SLA by Evaluating the Performance of SaaS Web Services Across Multi-cloud Providers; ;
in 48th Annual IEEE/IFIP Intl. Conf. on Dependable Systems and Networks Workshops (DNS'18) (2018, June)
PRESENCE: Toward a Novel Approach for Performance Evaluation of Mobile Cloud SaaS Web Services; ;
in Proc. of the 32nd IEEE Intl. Conf. on Information Networking (ICOIN 2018) (2018, January)
PRESENCE: Monitoring and Modelling the Performance Metrics of Mobile Cloud SaaS Web Services; ; ;
in Mobile Information Systems (2018), 2018(1351386),
PRESENCE: Performance Metrics Models for Cloud SaaS Web Services; ; ;
in Proc. of the 11th IEEE Intl. Conf. on Cloud Computing (CLOUD 2018) (2018, July)
A Competitive Approach for Bi-Level Co-Evolution; ; ;
in 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (2018, May 25)
Bayesian optimization to enhance coverage performance of a swarm of UAV with chaotic dynamics; ; ;
Scientific Conference (2018, February 26)
Elliptic Curves Discrete Logarithm Problem over a Finite Field Fp and p-adic Approximations; ;
in Proceedings of the 3rd International Conference on Applications in Information Technology (ICAIT-2018) (2018)
Lightweight Key Agreement for Wireless Sensor Networks; ;
in 2018 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C) (2018)
RapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules; ; ; ; ; ; ;
in Bioinformatics (2018)
Visualizing the Template of a Chaotic Attractor; ; ; ; ; ;
in 26th International Symposium on Graph Drawing and Network Visualization (GD 2018) (2018)
Clustering approaches for visual knowledge exploration in molecular interaction networks.; ; ; ;
in BMC bioinformatics (2018), 19(1), 308
UL HPC Tutorial: Performance engineering - HPC debugging and profilling; ; ; ; ; ;
Presentation (2018, June)
UL HPC Tutorial: Multi-Physics workflows: test cases on CFD / MD / Chemistry applications; ; ; ; ;
Presentation (2018, June)
UL HPC Tutorial: Basic and Advanced scientific computing using MATLAB; ; ; ; ;
Presentation (2018, June)
Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning; ; ; ;
in Advances in Intelligent Systems and Computing (2018)
Chaos-enhanced mobility models for multilevel swarms of UAVs; ; ;
in Swarm and Evolutionary Computation (2018)
Why Energy Matters? Profiling Energy Consumption of Mobile Crowdsensing Data Collection Frameworks; ; ; ; ;
in Pervasive and Mobile Computing (2018)
Profiling Energy Efficiency of Mobile Crowdsensing Data Collection Frameworks for Smart City Applications; ; ; ; ;
in The 6th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (IEEE Mobile Cloud 2018) (2018, March)
UL HPC Tutorial: Machine and Deep Learning on the UL HPC Platform; ; ; ; ;
Presentation (2018, June)
UL HPC Tutorial: Big Data Applications (batch, stream, hybrid) with Hadoop and Spark; ; ; ; ;
Presentation (2018, June)
High-Precision Design of Pedestrian Mobility for Smart City Simulators; ; ; ; ;
in IEEE International Conference on Communications (ICC), Kansas City, MO, USA, 2018 (2018, May)
Collaborative Data Delivery for Smart City-oriented Mobile Crowdsensing Systems; ; ; ; ; ;
in IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, 2018 (2018, December)
2017
Min_c: Heterogeneous concentration policy for energy-aware scheduling of jobs with resource contention; ; ; ; ; ; ; ;
in Programming and Computer Software (2017), 43(3), 204-215
A Scalable Parallel Cooperative Coevolutionary PSO Algorithm for Multi-objective Optimization; ; ;
in Journal of Parallel and Distributed Computing (2017)
ASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques; ; ; ; ; ; ; ; ;
in DroNet'17 Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (2017, June 23)
Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms; ; ; ; ;
in 42nd IEEE Conference on Local Computer Networks (2017)
Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering; ; ; ; ;
in CYBCONF 2017-12-13 09:39:53 +0000 2017-12-13 09:39:53 +0000 (2017)
Cost analysis of Smart Lighting Solutions for Smart Cities; ; ; ;
in IEEE International Conference on Communications (ICC), Paris, France, 2017 (2017, May)
Energy Efficient Data Collection in Opportunistic Mobile Crowdsensing Architectures for Smart Cities; ; ;
in 3rd IEEE INFOCOM Workshop on Smart Cites and Urban Computing (2017, May)
A Cost-Effective Distributed Framework for Data Collection in Cloud-based Mobile Crowd Sensing Architectures; ; ; ;
in IEEE Transactions on Sustainable Computing (2017)
Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics; ; ; ;
in International Journal of Bifurcation and Chaos (2017), 27(14), 1750215
Real-Time Virtual Network Function (VNF) Migration toward Low Network Latency in Cloud Environments; ; ;
in IEEE 10th International Conference on Cloud Computing (CLOUD), 2017 (2017, June)
Load-Aware Strategies for Cloud-Based VoIP Optimization with VM Startup Prediction; ; ; ;
in IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2017 (2017, June)
CrowdSenSim: a Simulation Platform for Mobile Crowdsensing in Realistic Urban Environments; ; ; ; ; ; ; ;
in IEEE Access (2017)
A new modeling approach for the biobjective exact optimization of satellite payload configuration; ; ;
in International Transactions in Operational Research (2017)
Bayesian Optimization Approach of General Bi-level Problems; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference Companion (2017)
Load Balancing at the Edge of Chaos: How Can Self-Organized Criticality Lead to Energy-Efficient Computing; ; ;
in IEEE Transactions on Parallel and Distributed Systems (2017), 28
Intelligent Gaming for Mobile Crowd-Sensing Participants to Acquire Trustworthy Big Data in the Internet of Things; ; ; ; ;
in IEEE Access (2017), 5
Coverage optimization with connectivity preservation for UAV swarms applying chaotic dynamics; ; ; ;
in IEEE International Conference on Autonomic Computing (ICAC), Columbus 17-21 July 2017 (2017, August 11)
Impact du mécanisme chaotique sur l’optimisation d’un modèle de mobilité pour un essaim de drones devant réaliser une couverture de zone; ; ;
in Falcon, Eric; Lefranc, Marc; Pétrélis, François; Pham, Chi-Tuong (Eds.) Comptes-rendus de la 20e Rencontre du Non Linéaire (2017, March)
Area exploration with a swarm of UAVs combining deterministic Chaotic Ant Colony Mobility with position MPC; ; ; ; ; ;
in 2017 International Conference on Unmanned Aircraft Systems (ICUAS) (2017, July 27)
Overview and Challenges of the UL HPC Facility at the EuroHPC Horizon; ; ; ; ;
Presentation (2017, November)
Overview and Challenges of the UL HPC Facility at the Belval and EuroHPC Horizon; ; ; ; ;
Presentation (2017, June)
Measuring data locality ratio in virtual MapReduce cluster using WorkflowSim; ;
in Proceedings of the 14th International Joint Conference on Computer Science and Software Engineering (JCSSE), 2017 14th (2017, July)
Law as a Service (LaaS): Enabling Legal Protection over a Blockchain Network; ; ;
in 14th International Conference on Smart Cities: Improving Quality of Life using ICT & IoT (HONET-ICT 17), October 09-11, Irbid Jordan. (2017)
Self-Regulated Multi-criteria Decision Analysis: An Autonomous Brokerage-Based Approach for Service Provider Ranking in the Cloud; ; ;
in 9th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2017), December 11-14, Hong Kong China. (2017)
2016
A Parallel Cooperative Coevolutionary SMPSO Algorithm for Multi-objective Optimization; ; ;
in IEEE International Conference on High Performance Computing Simulation (HPCS) (2016, July)
UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets; ; ;
in 19th European Conference on Applications of Evolutionary Computation (EvoApplications) (2016)
Using Heterogeneous Multilevel Swarms of UAVs and High-Level Data Fusion to Support Situation Management in Surveillance Scenarios; ; ; ; ; ; ; ;
in 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016 (2016, September 19)
Assessing Performance of Internet of Things-based Mobile Crowdsensing Systems for Sensing as a Service Applications in Smart Cities; ; ; ; ;
in 8th IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (2016, December)
Metaheuristic Based Clustering Algorithms for Biological Hypergraphs; ; ; ;
in Proceedings of META’2016, 6th International Conference on Metaheuristics and Nature Inspired computing (2016, October 27)
Biobjective VoIP Service Management in Cloud Infrastructure; ; ; ; ;
in Scientific Programming (2016), 14(5706790:1-5706790:14),
HPC or the Cloud: a cost study over an XDEM Simulation; ; ; ;
in Proc. of the 7th International Supercomputing Conference in Mexico (ISUM 2016) (2016)
Amazon Elastic Compute Cloud (EC2) vs. in-House HPC Platform: a Cost Analysis; ;
in Proc. of the 9th IEEE Intl. Conf. on Cloud Computing (CLOUD 2016) (2016, June)
Sociability-Driven User Recruitment in Mobile Crowdsensing Internet of Things Platforms; ; ; ; ;
in IEEE Global Communications Conference (GLOBECOM), Washington, DC, USA, 2016 (2016, December)
Network Coding-based Content Distribution in Cellular Access Networks; ; ;
in IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, 2016 (2016, May)
Virtual Desktop Infrastructures: architecture, survey and green aspects proof of concept; ; ;
in 7th INTERNATIONAL GREEN and SUSTAINABLE COMPUTING CONFERENCE (1st RE-HPC workshop), Hangzhou, China (November 2016) (2016, November 07)
On Service Level Agreement Assurance in Cloud Computing Data Centers; ;
in IEEE 9th International Conference on Cloud Computing (CLOUD), San Francisco, USA (June 2016) (2016, June 27)
Service Level Agreemnet Assurance between Cloud Services Providers and CLoud Customers; ;
in Butterfield, Evan; Kellenberger, Patrick (Eds.) Proceedings of 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing CCGrid 2016 (2016, May 19)
Using Virtual Desktop Infrastructure to Improve Power Efficiency in Grinfy System; ; ;
in IEEE 8th International Conference on Cloud Computing Technology and Science(CloudCom), Luxembourg 2016 (2016, December 13)
Co-evolutionary approach based on constraint decomposition; ; ;
in Co-evolutionary approach based on constraint decomposition (2016, October)
Hybrid mobility model with pheromones for UAV detection task; ; ;
in Hybrid mobility model with pheromones for UAV detection task (2016)
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms; ; ; ;
in Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion (2016)
CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud Computing; ; ; ; ;
in Journal of Grid Computing (2016), 14(1), 23-39
Exact and heuristic approaches to solve the Internet shopping optimization problem with delivery costs; ; ; ; ;
in International Journal of Applied Mathematics and Computer Science (2016), 26
Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip; ;
in Proc. of the 19th European Event on Bio-Inspired Computation, EvoCOMNET 2016 (2016, March)
Tackling the IFP Problem with the Preference-Based Genetic Algorithm; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference 2016 (2016)
Game-Theoretic Recruitment of Sensing Service Providers for Trustworthy Cloud-Centric Internet-of-Things (IoT) Applications; ; ; ; ;
in IEEE Global Communications Conference (GLOBECOM) Workshops: Fifth International Workshop on Cloud Computing Systems, Networks, and Applications (CCSNA) (2016, December)
UAV Multilevel Swarms for Situation Management; ; ;
in Proceedings of the 2Nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use (2016)
From Random Process to Chaotic Behavior in Swarms of UAVs; ; ;
in DIVANet '16 Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (2016, November)
Smart Probabilistic Fingerprinting for Indoor Localization over Fog Computing Platforms; ; ; ; ;
in IEEE 5th International Conference on Cloud Networking (CloudNet), Pisa, Italy (2016, October)
Online Bi-Objective Scheduling for IaaS Clouds Ensuring Quality of Service; ; ; ; ; ;
in Journal of Grid Computing (2016), 14
Online Bi-Objective Scheduling for IaaS Clouds Ensuring Quality of Service; ;
in Simulation (2016), 92
Overview and Challenges of the UL HPC Facility at the Belval Horizon; ; ; ;
Presentation (2016, November)
Proceedings of the 8th IEEE International Conference on Cloud Computing Technology and Science (ClouCom 2016); ; ; ;
Book published by IEEE Computer Society (2016)
Service Performance Pattern Analysis and Prediction of Commercially Available Cloud Providers; ;
in Service Performance Pattern Analysis and Prediction of Commercially Available Cloud Providers (2016, December 12)
Comparisons of Heat Map and IFL Technique to Evaluate the Performance of Commercially Available Cloud Providers; ; ;
in IEEE (Ed.) 2016 IEEE 9th International Conference on Cloud Computing (2016)
Minimum Dependencies Energy-Efficient Scheduling in Data Centers; ; ;
in IEEE Transactions on Parallel and Distributed Systems (2016)
2015
Performance Evaluation of the XDEM framework on the OpenStack Cloud Computing Middleware; ; ; ; ;
in Proceedings of the Fourth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (2015, February)
Models for Efficient Data Replication in Cloud Computing Datacenters; ; ; ;
in IEEE International Conference on Communications (ICC), London, UK, 2015 (2015)
Energy-efficient Data Replication in Cloud Computing Datacenters; ; ; ;
in Cluster Computing (2015), 18(1), 385-402
Energy Efficiency and High-Performance Computing; ; ; ; ; ; ; ;
in Pierson, J.-M. (Ed.) Large-scale Distributed Systems and Energy Efficiency: A Holistic View (2015)
NIDISC Introduction and Committees; ; ; ;
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 (2015)
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project; ; ; ; ; ; ;
in Supercomputing Frontiers and Innovations (2015), 2(2), 46--63
VoIP Service Model for Multi-objective Scheduling in Cloud Infrastructure; ; ; ; ;
in International Journal of Metaheuristics (2015), 4(2), 185-203
Distributed Adaptive VoIP Load Balancing in Hybrid Clouds; ; ; ; ; ;
Scientific Conference (2015, September)
Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring; ;
in Proceedings of the Fifth ACM International Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (2015)
Evalix: Classification and Prediction of Job Resource Consumption on HPC Platforms; ; ;
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) (2015, May)
Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark; ; ;
in 7th European Symposium on Computational Intelligence and Mathematics (ESCIM) (2015, October)
Performance Metrics for Data Center Communication Systems; ; ;
in 8th IEEE International Conference on Cloud Computing, New York, USA, 2015 (2015, June)
Network-Assisted Offloading for Mobile Cloud Applications; ; ;
in IEEE International Conference on Communications (ICC), London, UK, 2015 (2015)
Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers; ; ;
in IEEE Transactions on Cloud Computing (2015)
Mitigating flash crowd effect using connected vehicle technology; ; ;
in Vehicular Communications (2015), 2(4),
A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing; ;
in IEEE Computational Intelligence Magazine (2015), 10(2), 53-67
Cloud Brokering: Current Practices and Upcoming Challenges; ; ; ;
in IEEE Cloud Computing (2015), 2(2),
HEROS: Energy-Efficient Load Balancing for Heterogeneous Data Centers; ;
in 8th IEEE International Conference on Cloud Computing IEEE CLOUD 2015 (2015)
Energy Consumption Optimization in Cloud Data Centers; ; ;
in Cloud Services, Networking and Management (2015)
Distributed Cellular Evolutionary Algorithms in a Byzantine Environment; ; ;
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) (2015, May)
Metaheuristics for the Virtual Machine Mapping Problem in Clouds; ; ;
in Informatica (2015), 26(1), 111-134
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks; ; ;
in GECCO Companion '15 Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation (2015)
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem; ; ; ; ; ;
in Applications of Evolutionary Computation: 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings (2015)
An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem; ; ;
in 27th European Conference on Operational Research (EURO) (2015)
Energy-Efficient Computation Offloading for Wearable Devices and Smartphones in Mobile Cloud Computing; ; ; ;
in IEEE Global Communications Conference (GLOBECOM), San Diego, CA, USA, 2015 (2015, December)
Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks; ; ;
in Applied Soft Computing (2015), 32
VoIP Traffic Modelling using Gaussian Mixture Models, Gaussian Processes and Interactive Particle Algorithms; ; ; ; ;
Scientific Conference (2015, December 05)
Optimizing communication satellites payload configuration with exact approaches; ; ; ;
in Engineering Optimization (2015), 0(0), 1-26
Energy efficiency of TCP: An analytical model and its application to reduce energy consumption of the most diffused transport protocol; ; ; ;
in International Journal of Communication Systems (2015)
Energy efficiency in HPC Data Centers: Latest Advances to Build the Path to Exascale; ; ;
in Handbook on Data Centers (2015)
High Performance Computing (HPC) at UL: Overview (as of 2015) and Usage; ; ; ;
Presentation (2015, June)
An LLVM-based Approach to Generate Energy Aware Code by means of MOEAs; ;
in Proc. of the 7th European Symposium on Computational Intelligence and Mathematics.(ESCIM 2015) (2015, October)
Cloud Service Providers Ranking Based on Service Delivery and Consumer Experience; ;
in 2015 IEEE 4th International Conference on Cloud Networking (CloudNet) (2015, October)
An Evaluation Model for Selecting Cloud Services from Commercially Available Cloud Providers; ; ;
in 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom) (2015, December)
2014
Comparison of Multi-objective Optimization Algorithms for the JShadObf JavaScript Obfuscator; ;
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) (2014, May)
Erratum to: Internet shopping with price-sensitive discounts; ; ;
in 4OR: a quarterly journal of operations research (2014), 12(4), 403-406
Internet shopping with price sensitive discounts; ; ;
in 4OR: a quarterly journal of operations research (2014), 12(1), 35-48
Special issue: Energy-efficiency in large distributed computing architectures; ;
in Future Generation Comp. Syst. (2014), 36
Evolutionary Algorithms for Mobile Ad Hoc Networks; ; ; ;
Book published by John Wiley & Sons (2014)
NC-CELL: Network Coding-based Content Distribution in Cellular Networks for Cloud Applications; ; ;
in IEEE Global Communications Conference, Austin, TX, USA, 2014 (2014)
Visualization and Classification of Protein Secondary Structures using Self-Organizing Maps; ; ; ; ;
in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)
ParaMASK: a Multi-Agent System for the Efficient and Dynamic Adaptation of HPC Workloads; ; ; ;
in 14th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2014) (2014, December)
Multi-objective evolutionary algorithms for energy-aware scheduling on distributed computing systems; ; ;
in Applied Soft Computing (2014), 24
A Holistic Model of the Performance and the Energy-Efficiency of Hypervisors in an HPC Environment; ; ; ;
in Concurrency and Computation: Practice and Experience (2014)
The sandpile scheduler: How self-organized criticality may lead to dynamic load-balancing; ; ; ;
in Cluster Computing (2014)
Designing Robust Volunteer-based Evolutionary Algorithms; ; ; ; ; ;
in Genetic Programming and Evolvable Machines (2014)
Cooperative Selection: Improving Tournament Selection via Altruism; ; ; ;
in The 14th European Conference on Evolutionary Computation in Combinatorial Optimisation (2014)
Profiling Cloud Applications with Hardware Performance Counters; ; ;
in International Conference on Information Networking (ICOIN), Phuket, Thailand, 2014 (2014)
Bi-objective Exact Optimization of Satellite Payload Power Configuration; ; ; ;
in VIII ALIO/EURO Workshop on Applied Combinatorial Optimization (2014, December)
Multi-Objective Evolutionary Approach for the Satellite Payload Power Optimization Problem; ; ; ; ;
in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)
Bi-objective Optimization of Satellite Payload Power Configuration; ; ; ;
in International Conference on Metaheuristics and Nature Inspired Computing (META 2014) (2014, October)
Solving the three dimensional quadratic assignment problem on a computational grid; ; ; ;
in Cluster Computing (2014), 17(2), 205-217
On the Resilience of the Newscast Protocol in the Presence of Cheaters; ;
Presentation (2014, March)
Exploiting the Hard-wired Vulnerabilities of Newscast via Connectivity-splitting Attack; ; ;
in Proc. of the IEEE Intl. Conf. on Network and System Security (NSS 2014) (2014, October)
Analysis of the Data Flow in the Newscast Protocol for Possible Vulnerabilities; ; ;
in Proc. of Intl. Conf. on Cryptography and Security System (CSS'14) (2014, September)
Evolutionary Multi-Objective Optimisation with Quantile Constraint for the Protein Structure Similarity Problem; ; ; ; ; ;
Scientific Conference (2014)
Evolutionary multi objective optimisation with diversity as objective for the protein structure similarity problem; ; ; ; ; ;
Scientific Conference (2014)
Energy Savings on a Cloud-based Opportunistic Infrastructure; ; ; ; ;
in Service Oriented Computing ICSOC 2013 Workshops (2014)
It's Not a Bug, It'sa Feature: Wait-free Asynchronous Cellular Genetic Algorithm; ; ;
in Wyrzykowski, Roman; Dongarra, Jack (Eds.) Parallel Processing and Applied Mathematics 10th International Conference, PPAM 2013 Warsaw, Poland, September 8–11, 2013 (2014)
Performance Analysis of Cloud Environments on Top of Energy-Efficient Platforms Featuring Low Power Processors; ;
in Proc. of the 6th IEEE Intl. Conf. on Cloud Computing Technology and Science (CloudCom'14) (2014, December)
Performance tuning of applications in HPC environments employing Simulated Annealing; ;
Scientific Conference (2014, October)
Optimising small-world properties in VANETs: Centralised and distributed overlay approaches; ; ;
in Applied Soft Computing (2014), 21(0), 637646
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]; ; ; ; ; ;
Book published by Springer (2014)
Optimising Communication Satellites Payload Configuration with Exact Approaches; ; ; ;
in Engineering Optimization (2014)
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation; ; ; ;
in 17th European Conference on Applications of Evolutionary Computation (EvoApplications 2014) (2014, April)
Adaptive Energy Efficient Distributed VoIP Load Balancing in Federated Cloud Infrastructure; ; ; ;
in IEEE International Conference on Cloud Networking (CLOUDNET), Luxembourg City, 2014. (2014)
Cellular Automata Approach to Maximum Lifetime Coverage Problem in Wireless Sensor Networks; ;
in Was, Jaroslaw; Sirakoulis, Georgios; Bandini, Stefania (Eds.) Cellular Automata: 11th International Conference on Cellular Automata for Research and Industry, ACRI 2014 Krakow, Poland, September 22–25, 2014, Proceedings (2014)
Management of an Academic HPC Cluster: The UL Experience; ; ;
in Proc. of the 2014 Intl. Conf. on High Performance Computing Simulation (HPCS 2014) (2014, July)
HPC Performance and Energy-Efficiency of the OpenStack Cloud Middleware; ; ; ;
in Proc. of the 43rd Intl. Conf. on Parallel Processing (ICPP-2014), Heterogeneous and Unconventional Cluster Architectures and Applications Workshop (HUCAA'14) (2014, September)
2013
JShadObf: A JavaScript Obfuscator Based on Multi-Objective Optimization Algorithms; ;
in Lopez, Javier; Huang, Xinyi; Sandhu, Ravi (Eds.) Network and System Security (2013)
Energy-Efficient Data Replication in Cloud Computing Datacenters; ; ; ;
in IEEE Globecom 2013 International Workshop on Cloud Computing Systems, Networks, and Applications (CCSNA), Atlanta, GA, USA, 2013 (2013)
Special issue on evolutionary computing and complex systems; ; ; ; ;
in Soft Computing - A Fusion of Foundations, Methodologies and Applications (2013), 17(6), 909-912
Trust Based Interdependency Weighting for On-line Risk Monitoring in Interdependent Critical Infrastructures; ; ; ; ; ;
in International Journal of Secure Software Engineering (2013), 4(4), 47-69
GFOG: Green and Flexible Opportunistic Grids.; ; ; ; ; ;
in Khan, Samee; Zomaya, Albert; Lizhe, Wang (Eds.) Scalable Computing and Communications. Theory and Practice (2013)
Comparing the Performance and Power Usage of GPU and ARM Clusters for Map-Reduce; ; ; ;
in Proc. of the 3rd Intl. Conf. on Cloud and Green Computing (CGC'13) (2013, October)
Energy-aware VM allocation on An Opportunistic Cloud Infrastructure; ; ; ;
in Proceedings of the 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (2013)
Scalable, Low complexity, and fast greedy scheduling heuristics for highly heterogeneous distributed computing systems; ;
in Journal of Supercomputing (2013)
Cellular genetic algorithms without additional parameters;
in Journal of Supercomputing (2013), 63(3), 816-835
Evolutionary algorithms based on game theory and cellular automata with coalitions; ; ;
in Zelinka, I.; Snasel, V.; Abraham, A. (Eds.) Handbook of Optimization (2013)
Evolutionary algorithms based on game theory and cellular automata with coalitions; ; ;
in Zelinka, I.; Snasel, V.; Abraham, A. (Eds.) Handbook of Optimization (2013)
Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution; ; ;
in Computers and Operations Research (2013), 40(6), 1552-1563
EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation IV [EVOLVE 2013, Leiden The Netherlands, July 10-13, 2013]; ; ; ; ; ; ; ; ;
Book published by Springer (2013)
System Design and Implementation Decisions for ParaMoise Organizational Model; ;
in Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (2013, September)
ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model; ;
in Ito, Takayuki; Jonker, Catholijn; Gini, Maria; Shehory, Onn (Eds.) Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems, AAMAS'13 (2013, May 06)
A Holistic Model for Resource Representation in Virtualized Cloud Computing Data Centers; ;
in IEEE International Conference on Cloud Computing Technology, Bristol, UK, 2013 (2013)
A Holistic Model of the Performance and the Energy-Efficiency of Hypervisors in an HPC Environment; ; ; ;
in Energy Efficiency in Large Scale Distributed Systems (2013)
A survey on resource allocation in high performance distributed computing systems; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;
in Parallel Computing (2013), 39(11), 709-736
Energy Efficient Scheduling in Heterogeneous Systems with a Parallel Multiobjective Local Search; ; ;
in Computing and Informatics (2013), 32(2), 273-294
A parallel hybrid evolutionary algorithm for the optimization of broker virtual machines subletting in cloud systems; ; ; ;
in International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (2013)
A Parallel Multi-objective Local Search for AEDB Protocol Tuning; ; ; ;
in IEEE International Parallel and Distributed Processing Simposium (2013)
Performance Evaluation and Energy Efficiency of High-Density HPC Platforms Based on Intel, AMD and ARM Processors; ; ;
in Proc. of the Intl. Conf. on Energy Efficiency in Large Scale Distributed Systems (EE-LSDS'13) (2013, April)
Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures; ; ; ;
in Nicosia, G.; Pardalos, P. (Eds.) Learning and Intelligent Optimization (2013)
e-STAB: Energy-Efficient Scheduling for Cloud Computing Applications with Traffic Load Balancing; ; ; ;
in IEEE International Conference on Green Computing and Communications (GreenCom), Beijing, China 2013 (2013)
Accounting for load variation in energy-efficient data centers; ; ; ;
in IEEE International Conference on Communications (ICC), Budapest, Hungary, 2013 (2013)
DENS: data center energy-efficient network-aware scheduling; ;
in Cluster Computing (2013), 16(1), 65-75
Simulation and Performance Analysis of Data Intensive and Workload Intensive Cloud Computing Data Centers; ;
in Kachris, Christoforos; Bergman, Keren; Tomkos, Ioannis (Eds.) Optical Interconnects for Future Data Center Networks (2013)
Architectures and Information Signaling Techniques for Cognitive Networks; ; ;
in Architectures and Information Signaling Techniques for Cognitive Networks (2013)
CA-DAG: Communication-Aware Directed Acyclic Graphs for Modeling Cloud Computing Applications; ; ; ; ;
in Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing (2013)
Expected Running Time of Parallel Evolutionary Algorithms on Unimodal Pseudo-Boolean Functions over Small-World Networks; ;
in Proc. of the IEEE Congress on Evolutionary Computation (CEC'2013) (2013)
Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems; ; ;
in Journal of Grid Computing (2013), 11
List scheduling heuristics for virtual machine mapping in cloud systems; ; ; ;
in VI Latin American Symposium on High Performance Computing (HPCLatam) (2013)
Design of an Energy Efficiency Model and Architecture for Cloud Management using Prediction Models; ; ;
Scientific Conference (2013, December 18)
Energy Efficiency Metaheuristic Mechanism for Cloud Broker \\ in Multi-Cloud Computing; ; ;
Scientific Conference (2013, July 13)
Vehicular mobility model optimization using cooperative coevolutionary genetic algorithms; ;
in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '13) (2013)
Solving very large instances of the scheduling of independent tasks problem on the GPU; ;
in Journal of Parallel and Distributed Computing (2013), 73(1), 101-110
Savant: Automatic parallelization of a scheduling heuristic with machine learning; ; ;
in Nature and Biologically Inspired Computing (NaBIC), 2013 World Congress on (2013, August 13)
Dependency Analysis for Critical Infrastructure Security Modelling: A Case Study within the Grid'5000 Project; ; ; ;
in Proc. of the 3th IFIP Intl. SeCIHD'2013 Workshop, part of the 8th Intl. Conf. on Availability, Reliability and Security (ARES'13) (2013, September)
An Overlay Approach for Optimising Small-World Properties in VANETs; ; ;
in Proceedings of the 16th European Conference on Applications of Evolutionary Computation (EvoApplications) (2013)
UAV fleet area coverage with network connectivity constraint; ; ;
in Proceedings of the 11th ACM International Symposium on Mobility Management and Wireless Access (MobiWac'13) (2013)
Predictive Modeling in a VoIP System; ; ;
in Journal of Telecommunications and Information Technology (2013), 4
Bulding Platform as a Service for High Performance Computing over an Opportunistic Cloud Computing; ; ; ; ;
in Algorithms and Architectures for Parallel Processing (2013)
Minimising longest path length in communication satellite payloads via metaheuristics; ; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference, GECCO '13 (2013)
Hopfield neural network for simultaneous job scheduling and data replication in grids; ; ;
in Future Generation Computer Systems (2013), 29(8), 1885-1900
Computational Intelligence for Cloud Management Current Trends and Opportunities; ; ; ;
Scientific Conference (2013, June 21)
EVOLVE - A Bridge between Probability, Set Oriented Numerics: and Evolutionary Computation; ; ; ; ; ;
Book published by Springer (2013)
Using Data-flow analysis in MAS for power-aware HPC runs; ; ; ;
in Proc. of the IEEE Intl. Conf. on High Performance Computing and Simulation (HPCS'13) (2013)
HPC Performance and Energy-Efficiency of Xen, KVM and VMware Hypervisors; ; ; ;
in Proc. of the 25th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2013) (2013, October)
2012
CERTICLOUD, une plate-forme Cloud IaaS sécurisée; ;
in Technique et Science Informatiques (2012), 31(8-9-10), 1121-1152
Green Flexible Opportunistic Computing with task consolidation and virtualization; ; ; ; ;
in Cluster Computing (2012)
New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem; ;
in Acta Futura : The Journal of the Advanced Concepts Team (2012), 5
Study of Different Small-world Topology Generation Mechanisms for Genetic Algorithms;
in IEEE Congress on Evolutionary Computation (2012)
Impact of Voltage Levels Number for Energy-aware Bi-objective DAG Scheduling for Multi-processors Systems; ; ; ;
in Advances in Information Technology: 5th International Conference, IAIT 2012, Bangkok, Thailand, December 6-7, 2012, Proceedings (2012)
Validating a Peer-to-Peer Evolutionary Algorithm; ; ;
in European Conference on the Applications of Evolutionary Computation (2012)
Designing a Self-organized Approach for Scheduling Bag-of-Tasks; ; ; ; ;
in Designing a Self-organized Approach for Scheduling Bag-of-Tasks (2012)
Simulating Communication Processes in Energy-Efficient Cloud Computing Systems; ;
in CLOUDNET (2012)
GreenCloud: a packet-level simulator of energy-aware cloud computing data centers; ;
in Journal of Supercomputing (2012), 62(3), 1263-1283
Convergence Analysis of Evolutionary Algorithms in the Presence of Crash-Faults and Cheaters; ; ; ;
in Computers and Mathematics with Applications (2012), 64(12), 3805-3819
Convergence of Distributed Cellular Evolutionary Algorithms in Presence of Crash Faults and Cheaters; ; ; ;
Scientific Conference (2012)
Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms; ; ;
in Congress on Evolutionary Computation (CEC) (2012)
Memetic Algorithms for Energy-Aware Computation and Communications Optimization in Computing Clusters; ; ;
in Ahmad, Ishfaq; Ranka, Sanjay (Eds.) Handbook energy-aware and green computing (2012)
On the Energy Optimization for Precedence Constrained Applications using Local Search Algorithms; ; ; ; ;
in International Conference on High Performance Computing and Simulation (HPCS), 2012 (2012, July 02)
A two-phase heuristic for the energy-efficient scheduling of independent tasks on computational grids; ; ; ;
in Cluster Computing (2012)
On the Improvement of the Enhanced Distance Based Broadcasting Algorithm;
in International Journal of Communication Networks and Distributed Systems (2012), 9(3/4), 225-246
Finding Scalable Configurations for AEDB Broadcasting Protocol using Multi-objective Evolutionary; ;
in Cluster Computing (2012), 16
Information Dissemination in VANETs based upon a Tree Topology; ; ;
in Ad Hoc Networks (2012), 10(1), 111-127
Optimisation of the enhanced distance based broadcasting protocol for MANETs; ; ; ;
in Journal of Supercomputing (2012), 62(3), 1213-1240
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II; ; ; ; ; ;
Book published by Springer (2012)
Generation of Realistic Mobility for VANETs Using Genetic Algorithms; ; ; ;
in Proceedings of the IEEE Congress on Evolutionary Computation (2012)
Satellite Payload Reconfiguration Optimisation: An ILP Model; ; ;
in Proceedings of the 4th Asian Conference on Intelligent Information and Database Systems (ACIIDS'12) (2012)
Optimising Satellite Payload Reconfiguration: An ILP Approach for Minimising Channel Interruptions; ; ; ;
in 2nd ESA Workshop on Advanced Flexible Telecom Payloads (2012)
Hash function generation by means of Gene Expression Programming; ;
in Intl. Conf. on Cryptography and Security System (CSS’12) (2012, September), XII(3), 37-53
2011
CertiCloud: a Novel TPM-based Approach to Ensure Cloud IaaS Security; ;
in 4th IEEE Intl. Conf. on Cloud Computing (CLOUD 2011) (2011, July)
A Signature Scheme for Distributed Executions based on Control flow Analysis.; ;
in Proc. of the 19th Intl. conference on Security and Intelligent Information Systems (SIIS 2011) (2011)
Green Flexible Opportunistic Computing with Virtualization; ; ;
in Proceedings of the 2011 IEEE 11th International Conference on Computer and Information Technology, CIT'11 (2011)
New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem; ;
in International Joint Conference on Artificial Intelligence (IJCAI) (2011)
Multi-objective Cooperative Coevolutionary Algorithms for Robust Scheduling; ;
in EVOLVE - A bridge between Probability, Set Oriented Numerics and Evolutionary Computation (2011)
Scalable and Energy-Efficient Scheduling Techniques for Large-Scale Systems; ; ; ;
in Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on (2011)
Energy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems; ; ; ; ;
in High Performance Computing and Simulation (HPCS), 2011 International Conference on (2011)
Improving Classical and Decentralized Differential Evolution with New Mutation Operator and Population Topologies;
in IEEE Transactions on Evolutionary Computation (2011), 15(1), 67-98
On the use of Small-world Population Topologies for Genetic Algorithms;
in EVOLVE 2011 A bridge between Probability, Set Oriented Numerics and Evolutionary Computation (2011)
Differential Evolution Algorithms with Cellular Populations;
in Lecture Notes in Computer Science (2011), 6239
Adaptive Neighborhoods for Cellular Genetic Algorithms;
in Nature Inspired Distributed Computing (NIDISC) sessions of the International Parallel and Distributed Processing Symposium (IPDPS) 2011 Workshop (2011)
Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization; ; ;
in Intelligent Decision Systems in Large-Scale Distributed Environments (2011)
Energy-Aware Scheduling of Parallel Applications with Multi-Objective Evolutionary Algorithm; ; ;
in EVOLVE 2011, A bridge between Probability, Set Oriented Numerics and Evolutionary Computation, Bourglinster Castle, Luxembourg, May 25-27 2011 (2011)
A Multi-objective GRASP Algorithm for Joint Optimization of Energy Consumption and Schedule Length of Precedence-Constrained Applications; ; ;
in 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing (DASC) (2011, December 14)
A Multi-Objective GRASP for Energy-aware Scheduling; ; ;
in International Congress on Computer Science Research (2011, October 28)
Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications; ; ; ; ;
in Bouvry, Pascal; González-Vélez, Horacio; Kolodziej, Joanna (Eds.) Intelligent Decision Systems in Large-Scale Distributed Environments, 362 (2011)
Sensitivity analysis for a realistic vehicular mobility model; ;
in DIVANet'11 -International conference on Communication technologies for vehicles (2011)
A Vehicular Mobility Model based on Real Traffic Counting Data; ;
in 3rd International Workshop on Communication Technologies for Vehicles (2011)
A Model for Energy-efficient Task Mapping on Milliclusters;
in Proceedings of the Second International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (2011)
Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis; ;
in Security and Intelligent Information Systems (2011)
A Review on Task Performance Prediction in Multi-core Based Systems; ; ;
in Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on (2011)
A two-phase heuristic for the scheduling of independent tasks on computational grids; ; ;
in High Performance Computing and Simulation (HPCS), 2011 International Conference on (2011)
Energy-efficient scheduling on milliclusters with performance constraints; ; ;
in Green Computing and Communications (GreenCom), 2011 IEEE/ACM International Conference on (2011)
Optimization and Performance Analysis of the AEDB Broadcasting Algorithm; ;
in IEEE International Workshop on Wireless Mesh and Ad Hoc Networks (2011)
Energy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization; ; ;
in J. H. Kim and M. J. Lee (Ed.) Green IT: Technologies and Applications (2011)
A classification of dynamic multi-objective optimization problems; ;
in A classification of dynamic multi-objective optimization problems (2011)
On dynamic multi-objective optimization - classification and performance measures; ;
in On dynamic multi-objective optimization - classification and performance measures (2011)
An overview of energy efficiency techniques in cluster computing systems; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;
in Cluster Computing (2011), 16(1), 3-15
A Signature Scheme for Distributed Executions based on Control flow Analysis..; ;
in 19th Intl. conference on Security and Intelligent Information Systems (SIIS 2011) (2011, June)
Cheating impact on distributed Evolutionary Algorithms over BOINC computations.; ;
in n Proc. of the 19th Intl. conference on Security and Intelligent Information Systems (SIIS 2011) (2011)
On the Resilience of [distributed] Evolutionary Algorithms against Cheaters in Global Computing Platforms; ;
in Proc. of the 14th Intl. Workshop on Nature Inspired Distributed Computing (NIDISC 2011), part of the 25th IEEE/ACM Intl. Parallel and Distributed Processing Symposium (IPDPS 2011) (2011)
On the Resilience of [Distributed] EAs against Cheaters in Global Computing Platforms; ;
in 25th IEEE International Symposium on Parallel and Distributed Processing (IPDPS 2011) (2011)
2010
A Multi-Agent Organizational Framework for Coevolutionary Optimization; ;
in Lecture Notes in Computer Science (2010), 4
Hybrid Cellular Genetic Algorithm for Global Trajectory Optimization Problem; ; ;
in International Conference on Metaheuristics and Nature Inspired Computing (2010)
Iterated Local Search for de Novo Genomic Sequencing; ;
in Lecture Notes in Computer Science (2010), 6114
Multi-objective Robust Static Mapping of Independent Tasks on Grids; ; ; ;
in World Conference in Computational Intelligence (WCCI) (2010)
A New Parallel Multi-objective Cooperative Coevolutionary Algorithm Based on SPEA2; ; ;
in ALIO-INFORMS Joint International Meeting 2010 (2010)
A Cellular Genetic Algorithm for Scheduling Applications and Energy-Aware Communication Optimization; ; ; ;
in Proceedings of the 2010 International Conference on High Performance Computing & Simulation (2010)
DENS: Data Center Energy-Efficient Network-Aware Scheduling; ;
in IEEE/ACM International Conference on Green Computing and Communications (GreenCom), Hangzhou, China, 2010 (2010)
An improved genetic algorithm for efficient scheduling on distributed memory parallel systems;
in ACS/IEEE International Conference on Computer Systems and Applications - AICCSA 2010 (2010, May 19)
Low energy and high performance scheduling on scalable computing systems; ;
in Proceedings of the Latin-American Conference on High Performance Computing (CLCAR 2010) (2010, August 28)
Scheduling DAG applications on multi-core processor packages architectures; ;
Scientific Conference (2010, October)
On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.; ;
Scientific Conference (2010)
A New Parallel Asynchronous Cellular Genetic Algorithm for Scheduling in Grids; ;
in Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2010 IEEE International Symposium on (2010)
Memory-aware Green Scheduling on Multi-core Processors; ; ;
in Proceedings of the Second International Workshop on Green Computing (2010, September 16)
On quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks; ; ;
in ACM International Symposium on Mobility Management and Wireless Access (2010)
2009
Parallel implementation of domain decomposition algorithm for molecular dynamics; ; ;
in PARENG 2007 (2009)
A Multi-Agent Organizational Model for Coevolutionary Optimization; ;
in ANNIE '09: Proceedings of the 19th international conference on Articial Neural Networks In Engineering (to appear) (2009)
Multi Agent Organisation for Coevolutionary Optimization; ;
in 1st International Workshop on Organizational Modeling (ORGMOD'09) (2009)
Overcoming partitioning in large ad hoc networks using genetic algorithms; ;
in GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation (2009)
Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks; ; ;
in IAIT '09: Proceedings of the 3rd International Conference on Advances in Information Technology (2009)
Towards Connectivity Improvement in VANETs using Bypass Links; ; ; ;
in Abstract book of 2009 IEEE Congress on Evolutionary Computation (2009)
Uso de Redes Hibridas para la Mejora de la Conectividad en VANETs; ; ; ;
in Proceedings of national Conference on Metaheuristicas, Algoritmos Evolutivos y Bioinspirados(MAEB'09) (2009)
Deskilling HPL - Using an Evolutionary Algorithm to Automate Cluster Benchmarking; ;
in Proceedings of 8th Intl. conf. on Parallel Processing and Applied Mathematics (PPAM 2009) (2009, September), 6068(LNCS), 102--114
GreenCloud: A Packet-level Simulator of Energy-aware Cloud Computing Data Centers; ; ;
in IEEE Global Communications Conference (GLOBECOM), Miami, FL, USA, 2009 (2009)
Multiobjective Classification with moGEP: An Application in the Network Traffic Domain; ;
in GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation (2009)
Weakness analysis of a key stream generator based on cellular automata;
in International Conference on Parallel Processing and Applied Mathematics (2009)
A new parallel asynchronous cellular genetic algorithm for de novo genomic sequencing; ;
in 2009 International Conference of Soft Computing and Pattern Recognition (2009, December 31)
Blackbone2, an Efficient Deterministic Algorithm for creating 2-Connected m-dominating Set-based Backbones in Ad Hoc Networks; ; ;
in MOBIWAC - International Symposium on Mobility Management and Wireless Access (2009)
Probabilistic Packet Relaying in Wireless Mobile Ad Hoc Network; ;
in Parallel Processing and Applied Mathematics (2009)
A Signature Scheme for Distributed Executions based on Macro-Dataflow Analysis; ;
Presentation (2009)
2008
Optimal Interconnection of Ad Hoc Injection Networks; ;
in Journal of Interconnection Networks (2008), 9(3), 277297
Evaluation of Different Optimization Techniques in the Design of Ad Hoc Injection Networks; ; ;
in special session on Parallel and Grid Computing for Optimization as part of The 2008 International Conference High Performance Computing & Simulation (HPCS008) and in conjunction with The 22nd European Conference on Modeling and Simulation (ECMS 2008). (2008)
On the Use of a Genetic Algorithm in High Performance Computer Benchmark Tuning; ;
in IEEE International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'08) (2008)
A Context-Aware Broadcast Protocol for Mobile Wireless Networks; ; ;
in Second International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2008) (2008)
An Approach to Intrusion Detection by Means of Idiotypic Networks Paradigm; ;
in IEEE World Congress on Computational Intelligence, WCCI 2008, Congress on Evolutionary Computation CEC 2008, Honk-Kong, June (2008)
Adaptive and Dynamic Intrusion Detection by Means of Idiotypic Networks Paradigm; ;
in The 21th IEEE International Parallel and Distributed Processing Symposium (IPDPS), NIDISC Workshop. (2008)
BODYF - A Parameterless Broadcasting Protocol over Dynamic Forests; ; ; ; ;
in special session on Parallel and Grid Computing for Optimization as part of The 2008 International Conference High Performance Computing & Simulation (HPCS'08) and in conjunction with The 22nd European Conference on Modeling and Simulation (ECMS 2008) (2008)
Nature inspired Algorithm-Based Fault Tolerance on Global Computing Platforms. Application to Symbolic Regression; ;
in International Conference on Metaheuristics and Nature Inspired Computing (META'08) (2008)
2007
Distributed Coevolutionary Genetic Algorithm for Optimal Design of Ad Hoc Injection Networks; ;
in The 21st European Conference on Modeling and Simulation (ECMS 2007) (2007)
Optimal Design of Ad Hoc Injection Networks by Using Genetic Algorithms; ; ;
in 9th annual conference on Genetic and evolutionary computation (GECCO '07) (2007)
Coevolutionary Genetic Algorithms for Ad Hoc Injection Networks Design Optimization; ;
in Congress on Evolutionary Computation (CEC) (2007)
Coevolutionary-based Mechanisms for Network Anomaly Detection; ;
in Journal of Mathematical Modelling and Algorithms (2007), 6(3), 411-431
2006
Sécurité Réseau; ; ;
in Leprévost, Franck; Ebrahimi, Touradj; Warusfel, Bertrand (Eds.) Cryptographie et sécurité de systèmes et réseaux (2006)
chapter "Cryptographie à Clé Secrète"; ; ; ;
in Sécurité Multimédia: Cryptographie et Sécurité Systèmes et Réseaux (2006)
chap "Cryptographie à clef secréte"; ; ; ;
in Sécurité Multimédia: Cryptographie et Sécurité Systèmes et Réseaux (2006)
hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm; ;
in HIS'06: Proceedings of the 6th international conference on Hybrid Intelligent Systems (2006)
Evaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study; ;
in ANNIE 2006: Proceedings of the 16th international conference on Artificial Neural Networks In Engineering (2006)
Simulating Realistic Mobility Models for Large Heterogeneous MANETs; ; ; ;
in 9th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM'06) (2006)
2005
Dafo, a multi-agent framework for decomposable functions optimization; ;
in 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005) (2005)
Un framework multi-agent pour algorithmes génétiques coévolutionnaires distribués; ;
in Proceedings of the ROADEF (2005)
2004
Agent-based optimization of business functions using coevolutionary algorithms: the distributed warehouse management case study; ;
in AISTA 2004 (International Conference on Advances in Intelligent Systems - Theory and Applications) organized in cooperation with the IEEE Computer Society (2004)
Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms; ;
in Proceedings of the International Conference on Information and Knowledge Engineering (2004)
1994
Mapping and load balancing on distributed memory systems; ; ; ; ;
in µP'94, Eight Symposium on Computer and Microprocessor Applications (1994)
