2022
Optimizing the Resource and Job Management System of an Academic HPC & Research Computing Facility.
Proceedings of the 21st International Symposium on Parallel and Distributed Computing, 2022
A Variant of Concurrent Constraint Programming on GPU.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
A Data-Driven Reconstruction Technique based on Newton's Method for Emission Tomography.
CoRR, 2021
RESIF 3.0: Toward a Flexible & Automated Management of User Software Environment on HPC facility ✱.
Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021
Evolutionary Learning of Private Equity Recommitment Strategies.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Comparing Elementary Cellular Automata Classifications with a Convolutional Neural Network.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
Proximal Policy Optimisation for a Private Equity Recommitment System.
Proceedings of the Artificial Intelligence and Machine Learning, 2021
2020
Evolving a Deep Neural Network Training Time Estimator.
Proceedings of the Optimization and Learning - Third International Conference, 2020
Performance Analysis of Distributed and Scalable Deep Learning.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
2019
Automatic Software Tuning of Parallel Programs for Energy-Aware Executions.
Proceedings of the Parallel Processing and Applied Mathematics, 2019
2018
The Virtual Savant: Automatic generation of parallel solvers.
Inf. Sci., 2018
2017
Combining Machine Learning and Genetic Algorithms to Solve the Independent Tasks Scheduling Problem.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017
2014
Savant: Automatic generation of a parallel scheduling heuristic for map-reduce.
Int. J. Hybrid Intell. Syst., 2014
2013
A survey on resource allocation in high performance distributed computing systems.
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Parallel Comput., 2013
Solving very large instances of the scheduling of independent tasks problem on the GPU.
J. Parallel Distributed Comput., 2013
An overview of energy efficiency techniques in cluster computing systems.
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Clust. Comput., 2013
A two-phase heuristic for the energy-efficient scheduling of independent tasks on computational grids.
Clust. Comput., 2013
It's Not a Bug, It's a Feature: Wait-Free Asynchronous Cellular Genetic Algorithm.
Proceedings of the Parallel Processing and Applied Mathematics, 2013
Savant: Automatic parallelization of a scheduling heuristic with machine learning.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
Comparing the Performance and Power Usage of GPU and ARM Clusters for Map-Reduce.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013
2012
Optimisation of the enhanced distance based broadcasting protocol for MANETs.
J. Supercomput., 2012
2011
Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications.
Proceedings of the Intelligent Decision Systems in Large-Scale Distributed Environments, 2011
Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis.
Proceedings of the Security and Intelligent Information Systems, 2011
A two-phase heuristic for the scheduling of independent tasks on computational grids.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011
HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011
Energy-Efficient Scheduling on Milliclusters with Performance Constraints.
Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications (GreenCom), 2011
A Review on Task Performance Prediction in Multi-core Based Systems.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011
2010
A new parallel asynchronous cellular genetic algorithm for scheduling in grids.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Memory-Aware Green Scheduling on Multi-core Processors.
Proceedings of the 39th International Conference on Parallel Processing, 2010
2009
A New Parallel Asynchronous Cellular Genetic Algorithm for de Novo Genomic Sequencing.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Weakness Analysis of a Key Stream Generator Based on Cellular Automata.
Proceedings of the Parallel Processing and Applied Mathematics, 2009