Search Results - "Schleich, Julien"

Round-Based Mechanism and Job Packing with Model-Similarity-Based Policy for Scheduling DL Training in GPU Cluster by Thanapol, Panissara, Lavangnananda, Kittichai, Leprévost, Franck, Glad, Arnaud, Schleich, Julien, Bouvry, Pascal

“…Graphics Processing Units (GPUs) are employed for their parallel processing capabilities, which are essential to train deep learning (DL) models with large…”
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A Parallel Multi-Objective Cooperative Coevolutionary Algorithm for Optimising Small-World Properties in VANETs by Danoy, Grégoire, Schleich, Julien, Bouvry, Pascal, Dorronsoro, Bernabé

“…Cooperative coevolutionary evolutionary algorithms differ from standard evolutionary algorithms’ architecture in that the population is split into…”
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Optimising small-world properties in VANETs: Centralised and distributed overlay approaches by Schleich, Julien, Danoy, Grégoire, Dorronsoro, Bernabé, Bouvry, Pascal

“…•A novel problem for optimising connectivity in VANETs is defined.•The problem is solved by two multi-objective evolutionary algorithms, using global…”
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Solving the minimum M-dominating set problem by a continuous optimization approach based on DC programming and DCA by Schleich, Julien, Le Thi, Hoai An, Bouvry, Pascal

“…We propose a new optimization approach based on DC (Difference of Convex functions) programming and DCA (DC Algorithm) to the so-called Minimum M-Dominating…”
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