Prof. Dr. Pascal Bouvry
|
|
||||||
| 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 |
||||||
| Campus Office | MNO, E02 0215-020 | ||||||
|
|||||||
| Telephone | (+352) 46 66 44 5258 | ||||||
Last updated on: Thursday, 17 November 2022
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)
