{"id":1709,"date":"2024-06-27T11:54:08","date_gmt":"2024-06-27T09:54:08","guid":{"rendered":"https:\/\/numpex.org\/job-offers\/1709-2\/"},"modified":"2025-03-04T08:57:16","modified_gmt":"2025-03-04T07:57:16","slug":"1709-2","status":"publish","type":"portfolio","link":"https:\/\/numpex.org\/fr\/job-offers\/1709-2\/","title":{"rendered":"Poste de doctorat sur l&rsquo;ordonnancement des t\u00e2ches et le retour d&rsquo;information tenant compte de la consommation d&rsquo;\u00e9nergie"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row row_height_percent=\u00a0\u00bb60&Prime; override_padding=\u00a0\u00bbyes\u00a0\u00bb h_padding=\u00a0\u00bb2&Prime; top_padding=\u00a0\u00bb5&Prime; bottom_padding=\u00a0\u00bb5&Prime; back_color=\u00a0\u00bbaccent\u00a0\u00bb back_image=\u00a0\u00bb153&Prime; overlay_color=\u00a0\u00bbcolor-prif\u00a0\u00bb overlay_alpha=\u00a0\u00bb80&Prime; gutter_size=\u00a0\u00bb100&Prime; column_width_percent=\u00a0\u00bb100&Prime; shift_y=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; bottom_divider=\u00a0\u00bbstep\u00a0\u00bb style=\u00a0\u00bbinherited\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1686752211509{border-top-width: 0px !important;}\u00a0\u00bb el_class=\u00a0\u00bbhomepage-search\u00a0\u00bb uncode_shortcode_id=\u00a0\u00bb690866&Prime; back_color_type=\u00a0\u00bbuncode-palette\u00a0\u00bb overlay_color_type=\u00a0\u00bbuncode-palette\u00a0\u00bb][vc_column column_width_use_pixel=\u00a0\u00bbyes\u00a0\u00bb position_vertical=\u00a0\u00bbmiddle\u00a0\u00bb align_horizontal=\u00a0\u00bbalign_center\u00a0\u00bb gutter_size=\u00a0\u00bb2&Prime; style=\u00a0\u00bbdark\u00a0\u00bb overlay_alpha=\u00a0\u00bb100&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb0&Prime; shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb0&Prime; mobile_width=\u00a0\u00bb0&Prime; zoom_width=\u00a0\u00bb0&Prime; zoom_height=\u00a0\u00bb0&Prime; width=\u00a0\u00bb1\/1&Prime; column_width_pixel=\u00a0\u00bb900&Prime;][vc_custom_heading heading_semantic=\u00a0\u00bbh1&Prime; text_size=\u00a0\u00bbh1&Prime; sub_lead=\u00a0\u00bbyes\u00a0\u00bb sub_reduced=\u00a0\u00bbyes\u00a0\u00bb text_align=\u00a0\u00bbtext-center\u00a0\u00bb uncode_shortcode_id=\u00a0\u00bb315127&Prime;]<\/p>\n<h1 class=\"entry-title\"><span dir=\"ltr\" role=\"presentation\">Poste de doctorat sur l&rsquo;<\/span>ordonnancement des t\u00e2ches et le retour d&rsquo;information tenant compte de la consommation d&rsquo;\u00e9nergie<\/h1>\n<h1 class=\"entry-title\"><span dir=\"ltr\" role=\"presentation\"> <\/span><\/h1>\n<p>[\/vc_custom_heading][vc_empty_space empty_h=\u00a0\u00bb3&Prime;][\/vc_column][\/vc_row][vc_row row_height_percent=\u00a0\u00bb0&Prime; override_padding=\u00a0\u00bbyes\u00a0\u00bb h_padding=\u00a0\u00bb2&Prime; top_padding=\u00a0\u00bb0&Prime; bottom_padding=\u00a0\u00bb2&Prime; back_color=\u00a0\u00bbcolor-xsdn\u00a0\u00bb overlay_alpha=\u00a0\u00bb50&Prime; gutter_size=\u00a0\u00bb3&Prime; column_width_percent=\u00a0\u00bb100&Prime; shift_y=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; top_divider=\u00a0\u00bbgradient\u00a0\u00bb bottom_divider=\u00a0\u00bbgradient\u00a0\u00bb uncode_shortcode_id=\u00a0\u00bb187840&Prime; back_color_type=\u00a0\u00bbuncode-palette\u00a0\u00bb][vc_column column_width_percent=\u00a0\u00bb100&Prime; gutter_size=\u00a0\u00bb3&Prime; overlay_alpha=\u00a0\u00bb50&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb-4&Prime; shift_y_fixed=\u00a0\u00bbyes\u00a0\u00bb shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb0&Prime; mobile_width=\u00a0\u00bb0&Prime; width=\u00a0\u00bb1\/1&Prime;][vc_row_inner][vc_column_inner column_width_percent=\u00a0\u00bb100&Prime; align_horizontal=\u00a0\u00bbalign_center\u00a0\u00bb gutter_size=\u00a0\u00bb3&Prime; override_padding=\u00a0\u00bbyes\u00a0\u00bb column_padding=\u00a0\u00bb3&Prime; back_color=\u00a0\u00bbcolor-xsdn\u00a0\u00bb overlay_alpha=\u00a0\u00bb50&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb0&Prime; shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb3&Prime; mobile_width=\u00a0\u00bb0&Prime; radius=\u00a0\u00bbxs\u00a0\u00bb shadow=\u00a0\u00bbsm\u00a0\u00bb shadow_hover=\u00a0\u00bbyes\u00a0\u00bb shadow_hover_weight=\u00a0\u00bbstd\u00a0\u00bb width=\u00a0\u00bb1\/1&Prime;][vc_icon icon=\u00a0\u00bbfa fa-profile-male\u00a0\u00bb icon_color=\u00a0\u00bbaccent\u00a0\u00bb size=\u00a0\u00bbfa-3x\u00a0\u00bb text_size=\u00a0\u00bbh4&Prime; text_reduced=\u00a0\u00bbyes\u00a0\u00bb title=\u00a0\u00bbPoste de doctorat sur l&#039;ordonnancement des t\u00e2ches et le retour d&#039;information tenant compte de la consommation d&#039;\u00e9nergie\u00a0\u00bb link=\u00a0\u00bb|||\u00a0\u00bb uncode_shortcode_id=\u00a0\u00bb954470&Prime; icon_color_type=\u00a0\u00bbuncode-palette\u00a0\u00bb]<a href=\"mailto:georges.da-costa@irit.fr\">Georges Da Costa<\/a> et <a href=\"mailto:patricia.stolf@irit.fr\">Patricia Stolf<\/a> sont \u00e0 la recherche de leur prochain doctorant.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>[\/vc_icon][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row unlock_row_content=\u00a0\u00bbyes\u00a0\u00bb row_height_percent=\u00a0\u00bb0&Prime; override_padding=\u00a0\u00bbyes\u00a0\u00bb h_padding=\u00a0\u00bb5&Prime; top_padding=\u00a0\u00bb5&Prime; bottom_padding=\u00a0\u00bb5&Prime; back_color=\u00a0\u00bbcolor-xsdn\u00a0\u00bb overlay_alpha=\u00a0\u00bb50&Prime; gutter_size=\u00a0\u00bb4&Prime; column_width_percent=\u00a0\u00bb100&Prime; shift_y=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; top_divider=\u00a0\u00bbgradient\u00a0\u00bb bottom_divider=\u00a0\u00bbgradient\u00a0\u00bb inverted_device_order=\u00a0\u00bbyes\u00a0\u00bb uncode_shortcode_id=\u00a0\u00bb371393&Prime; back_color_type=\u00a0\u00bbuncode-palette\u00a0\u00bb][vc_column column_width_percent=\u00a0\u00bb100&Prime; gutter_size=\u00a0\u00bb3&Prime; overlay_alpha=\u00a0\u00bb50&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb0&Prime; shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb0&Prime; mobile_width=\u00a0\u00bb0&Prime; css_animation=\u00a0\u00bbalpha-anim\u00a0\u00bb animation_speed=\u00a0\u00bb1000&Prime; sticky=\u00a0\u00bbyes\u00a0\u00bb width=\u00a0\u00bb5\/12&Prime; uncode_shortcode_id=\u00a0\u00bb140681&Prime;][vc_row_inner row_inner_height_percent=\u00a0\u00bb0&Prime; overlay_alpha=\u00a0\u00bb50&Prime; gutter_size=\u00a0\u00bb4&Prime; shift_y=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; limit_content=\u00a0\u00bb\u00a0\u00bb][vc_column_inner column_width_percent=\u00a0\u00bb100&Prime; gutter_size=\u00a0\u00bb3&Prime; font_family=\u00a0\u00bbfont-613363&Prime; overlay_alpha=\u00a0\u00bb50&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb0&Prime; shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb4&Prime; mobile_width=\u00a0\u00bb0&Prime; width=\u00a0\u00bb1\/1&Prime; uncode_shortcode_id=\u00a0\u00bb184495&Prime;][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb155234&Prime;]Informations g\u00e9n\u00e9rales[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb680259&Prime;]<\/p>\n<div class=\"uncode_text_column\">\n<p>Le doctorat se d\u00e9roulera \u00e0 l&rsquo;IRIT, le plus grand institut de recherche en informatique de Toulouse, en France. Vous rejoindrez l&rsquo;\u00e9quipe <a href=\"https:\/\/www.irit.fr\/departement\/architecture-systemes-reseaux\/equipe-sepia\/\" target=\"_blank\" rel=\"noopener\">SEPIA<\/a>. <\/p>\n<\/div>\n<p class=\"entry-title\"><a href=\"https:\/\/www.irit.fr\/en\/home\/\">Institut de Recherche en Informatique de Toulouse<\/a><br \/>\nToulouse<\/p>\n<p>L&rsquo;\u00e9quipe SEPIA travaille sur la gestion des ressources sur diff\u00e9rents syst\u00e8mes distribu\u00e9s (datacenters cloud, centres HPC, architectures edge, IoT&#8230;) et s&rsquo;int\u00e9resse particuli\u00e8rement \u00e0 la transition \u00e9cologique, notamment en r\u00e9duisant la consommation d&rsquo;\u00e9nergie et les \u00e9missions de CO2, en utilisant des \u00e9nergies renouvelables.<\/p>\n<p>Dur\u00e9e : le doctorat est enti\u00e8rement financ\u00e9 pendant 3 ans.<\/p>\n<p>Salaire : Le salaire mensuel brut sera de 2100 \u20ac.<\/p>\n<p>Ce projet implique de nombreux partenaires acad\u00e9miques en France, le doctorat sera donc r\u00e9alis\u00e9 dans un contexte de collaboration nationale. Il est pr\u00e9vu d&rsquo;organiser trois r\u00e9unions annuelles dans d&rsquo;autres villes de France, au cours desquelles l&rsquo;anglais sera utilis\u00e9.[\/vc_column_text][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb189947&Prime;]Pour candidater[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb208277&Prime;]Les candidatures doivent \u00eatre envoy\u00e9es \u00e0 Georges Da Costa<a href=\"mailto:georges.da-costa@irit.fr\">(georges.da-costa@irit.fr)<\/a> et <a href=\"mailto:patricia.stolf@irit.fr\">(patricia.stolf@irit.fr).<\/a> Elles doivent inclure <\/p>\n<ul>\n<li>Une lettre de motivation<\/li>\n<li>Un r\u00e9sum\u00e9\/curriculum vitae abr\u00e9g\u00e9<\/li>\n<li>Une transcription des enregistrements pour le ma\u00eetre complet<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column column_width_percent=\u00a0\u00bb100&Prime; position_vertical=\u00a0\u00bbmiddle\u00a0\u00bb gutter_size=\u00a0\u00bb3&Prime; font_family=\u00a0\u00bbfont-613363&Prime; overlay_alpha=\u00a0\u00bb50&Prime; shift_x=\u00a0\u00bb0&Prime; shift_y=\u00a0\u00bb0&Prime; shift_y_down=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; medium_width=\u00a0\u00bb0&Prime; mobile_width=\u00a0\u00bb0&Prime; css_animation=\u00a0\u00bbalpha-anim\u00a0\u00bb animation_speed=\u00a0\u00bb1000&Prime; width=\u00a0\u00bb7\/12&Prime; uncode_shortcode_id=\u00a0\u00bb484410&Prime;][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb918626&Prime;]Contexte[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb996873&Prime;]Lanc\u00e9 en 2023 pour une dur\u00e9e de 6 ans, The NumPEx PEPR a pour objectif de contribuer \u00e0 la conception et au d\u00e9veloppement de m\u00e9thodes num\u00e9riques et de composants logiciels qui \u00e9quiperont les futures machines europ\u00e9ennes Exascale et post-Exascale. NumPEx vise \u00e9galement \u00e0 aider les applications scientifiques et industrielles \u00e0 exploiter pleinement leur potentiel.<\/p>\n<p>Le projet ExaSoft vise \u00e0 consolider l&rsquo;\u00e9cosyst\u00e8me europ\u00e9en des logiciels Exascale en fournissant une pile logicielle coh\u00e9rente, pr\u00eate pour l&rsquo;Exascale, permettant aux applications HPC d&rsquo;exploiter efficacement les supercalculateurs h\u00e9t\u00e9rog\u00e8nes dot\u00e9s de n\u0153uds de calcul fortement acc\u00e9l\u00e9r\u00e9s. Le projet permettra de r\u00e9aliser des avanc\u00e9es d\u00e9cisives dans les domaines des langages et mod\u00e8les de programmation, de l&rsquo;optimisation des codes, des syst\u00e8mes d&rsquo;ex\u00e9cution, du profilage et de l&rsquo;analyse des performances, ainsi que des biblioth\u00e8ques num\u00e9riques, afin de relever les principaux d\u00e9fis scientifiques.[\/vc_column_text][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb620054&Prime;]La mission[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb721542&Prime;]L&rsquo;utilisation de l&rsquo;informatique de haute performance se d\u00e9veloppe, des \u00e9tudes climatiques \u00e0 la recherche chimique. L&rsquo;impact accru de ces calculs ouvre le champ de la recherche sur la mani\u00e8re de g\u00e9rer et de r\u00e9duire leur consommation d&rsquo;\u00e9nergie. Le doctorat s&rsquo;inscrit dans le cadre du projet NumPEx, qui vise \u00e0 d\u00e9velopper des comp\u00e9tences et des infrastructures de pointe dans le domaine du calcul exascale. L&rsquo;un des piliers du projet NumPEx consiste \u00e0 rendre le calcul exascale durable.   <\/p>\n<p>Les syst\u00e8mes HPC (High Performance Computing) sont g\u00e9n\u00e9ralement g\u00e9r\u00e9s par des syst\u00e8mes RJMS (Resource and Job Management System) qui d\u00e9cident quand et sur quel serveur ex\u00e9cuter les applications soumises par les utilisateurs. Ce RJMS est crucial car sa qualit\u00e9 a un impact direct sur les performances de l&rsquo;ensemble de l&rsquo;infrastructure. Habituellement, cette performance est mesur\u00e9e par le nombre de t\u00e2ches termin\u00e9es chaque jour ou par le temps d&rsquo;ex\u00e9cution. Dans notre contexte, nous allons \u00e9galement optimiser l&rsquo;impact CO2 de ces t\u00e2ches (en planifiant les t\u00e2ches lorsque l&#8217;empreinte carbone est minimale par exemple). Nous tirerons \u00e9galement parti de la capacit\u00e9 des applications \u00e0 fonctionner sur un nombre diff\u00e9rent de serveurs pour optimiser nos mesures.    <\/p>\n<p>Les infrastructures HPC sont des supercalculateurs exascales avec surveillance de l&rsquo;utilisation des ressources et de l&rsquo;\u00e9nergie consomm\u00e9e.<\/p>\n<p>Les applications HPC sont g\u00e9n\u00e9ralement d\u00e9crites par un DAG (Directed Acyclic Graph) de t\u00e2ches. Un autre avantage est que les diff\u00e9rentes t\u00e2ches ont un impact diff\u00e9rent sur la consommation d&rsquo;\u00e9nergie et de ressources. Il est plus efficace d&rsquo;ex\u00e9cuter des applications consommant moins d&rsquo;\u00e9nergie lorsque l&rsquo;\u00e9nergie produit beaucoup de CO2.  <\/p>\n<p>Les commentaires des utilisateurs (mesures montrant l&rsquo;impact de la demande d&rsquo;ex\u00e9cution) sont de plus en plus n\u00e9cessaires pour assurer la durabilit\u00e9 de ces plateformes.<\/p>\n<p>Le doctorant se concentrera sur l&rsquo;\u00e9tude de l&rsquo;ordonnancement \u00e9nerg\u00e9tique des applications HPC.[\/vc_column_text][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb726697&Prime;]Principales activit\u00e9s[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb165744&Prime;]Les objectifs du doctorat sont les suivants :<\/p>\n<ul>\n<li>Programmation multi-objectifs des t\u00e2ches (\u00e9nergie, temps) avec comme donn\u00e9es d&rsquo;entr\u00e9e une pr\u00e9vision du mix \u00e9nerg\u00e9tique, de l&rsquo;\u00e9nergie renouvelable disponible, du prix de l&rsquo;\u00e9nergie.<\/li>\n<li>Utilisation des pr\u00e9dictions de l&rsquo;IA pour la consommation de l&rsquo;application. Ces pr\u00e9dictions seront utilis\u00e9es par les algorithmes d&rsquo;ordonnancement pour optimiser l&rsquo;efficacit\u00e9 de la plateforme (cf. <a href=\"https:\/\/hal.science\/hal-04566184\/document\">https:\/\/hal.science\/hal-04566184\/document).<\/a> <\/li>\n<li>\u00c9valuer l&rsquo;impact des diff\u00e9rents leviers (capacit\u00e9 \u00e0 adapter les ressources requises par les applications comme dans <a href=\"https:\/\/hal.science\/hal-02964970\">https:\/\/hal.science\/hal-02964970,<\/a> h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des exigences des diff\u00e9rentes applications, h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des ressources (CPU\/GPU)&#8230;).<\/li>\n<li>Proposer diff\u00e9rents retours d&rsquo;exp\u00e9rience d&rsquo;utilisateurs comme dans <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167739X24000219\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167739X24000219<\/a><\/li>\n<li>Exp\u00e9riences utilisant l&rsquo;infrastructure HPC r\u00e9elle (\u00e0 l&rsquo;aide du syst\u00e8me de gestion des ressources et des t\u00e2ches de l&rsquo;OAR, RJMS)<\/li>\n<\/ul>\n<p>La structure de la th\u00e8se sera la suivante :<\/p>\n<ul>\n<li>\u00c9tat de l&rsquo;art en mati\u00e8re d&rsquo;ordonnancement HPC<\/li>\n<li>Proposer un ordonnancement multi-objectifs des t\u00e2ches (\u00e9nergie, temps)<\/li>\n<li>Exp\u00e9riences pour valider les algorithmes et les comparer \u00e0 l&rsquo;\u00e9tat de l&rsquo;art<\/li>\n<li>Un d\u00e9monstrateur utilisant OAR et les algorithmes d&rsquo;ordonnancement propos\u00e9s pour r\u00e9duire la consommation d&rsquo;\u00e9nergie des plateformes HPC<\/li>\n<\/ul>\n<p>Des logiciels de surveillance seront utilis\u00e9s (tels que MojitO\/S) au cours de la th\u00e8se, et certaines contributions pourraient y \u00eatre apport\u00e9es. Une plateforme d\u2019exp\u00e9rimentation \u00e0 grande \u00e9chelle sera utilis\u00e9e (Grid&rsquo;5000). <\/p>\n<p>A la fin du doctorat, l&rsquo;\u00e9tudiant aura acquis les comp\u00e9tences suivantes : travail scientifique et exp\u00e9rimentations, expertise en HPC et informatique durable, planification de projets \u00e0 long terme, r\u00e9daction scientifique.<\/p>\n<p>S&rsquo;il le souhaite, l&rsquo;\u00e9tudiant aura la possibilit\u00e9 d&rsquo;enseigner en anglais ou en fran\u00e7ais.[\/vc_column_text][vc_custom_heading text_size=\u00a0\u00bbh3&Prime; uncode_shortcode_id=\u00a0\u00bb210389&Prime;]Comp\u00e9tences requises[\/vc_custom_heading][vc_column_text uncode_shortcode_id=\u00a0\u00bb671928&Prime;]Les candidats doivent \u00eatre titulaires d&rsquo;un master en informatique. Un go\u00fbt pour les approches exp\u00e9rimentales, la programmation en C ou Rust, l&rsquo;analyse de donn\u00e9es en Python ou R est appr\u00e9ci\u00e9. <\/p>\n<p>Langue : Anglais. Des notions de fran\u00e7ais sont un plus.[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row row_height_percent=\u00a0\u00bb60&Prime; override_padding=\u00a0\u00bbyes\u00a0\u00bb h_padding=\u00a0\u00bb2&Prime; top_padding=\u00a0\u00bb5&Prime; bottom_padding=\u00a0\u00bb5&Prime; back_color=\u00a0\u00bbaccent\u00a0\u00bb back_image=\u00a0\u00bb153&Prime; overlay_color=\u00a0\u00bbcolor-prif\u00a0\u00bb overlay_alpha=\u00a0\u00bb80&Prime; gutter_size=\u00a0\u00bb100&Prime; column_width_percent=\u00a0\u00bb100&Prime; shift_y=\u00a0\u00bb0&Prime; z_index=\u00a0\u00bb0&Prime; bottom_divider=\u00a0\u00bbstep\u00a0\u00bb style=\u00a0\u00bbinherited\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1686752211509{border-top-width: 0px !important;}\u00a0\u00bb el_class=\u00a0\u00bbhomepage-search\u00a0\u00bb [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"iawp_total_views":22,"footnotes":"","_members_access_role":[],"_members_access_error":""},"portfolio_category":[41],"class_list":["post-1709","portfolio","type-portfolio","status-publish","hentry","portfolio_category-exa-soft-fr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Poste de doctorat sur l&#039;ordonnancement des t\u00e2ches et le retour d&#039;information tenant compte de la consommation d&#039;\u00e9nergie - NumPEx<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/numpex.org\/fr\/job-offers\/1709-2\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Poste de doctorat sur l&#039;ordonnancement des t\u00e2ches et le retour d&#039;information tenant compte de la consommation d&#039;\u00e9nergie - NumPEx\" \/>\n<meta property=\"og:description\" content=\"[vc_row row_height_percent=\u00a0\u00bb60&Prime; 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