Design of a Reinforcement Learning–Driven Scheduler for Efficient and Frugal Container Orchestr[...]
il y a 2 jours
Design of a Reinforcement Learning–Driven Scheduler for Efficient and Frugal Container Orchestration H/F Position title: Design of a Reinforcement Learning–Driven Scheduler for Efficient and Frugal Container Orchestration H/F Category: Engineering science Contract type: Internship (6 months) Location: Saclay, Palaiseau, France, Île-de-France Objective: The goal of this internship is to design and evaluate a new intelligent scheduling strategy using reinforcement learning (RL), optimizing container placement, resource allocation, response time, energy consumption, and inter-container dependencies. Responsibilities Explore and understand the orchestration framework developed within the team. Conduct a state‑of‑the‑art study on RL‑based scheduling in cloud and distributed environments. Design, implement, and train a new RL‑based scheduler. Develop a feature extraction module to characterize container behavior and guide the RL agent’s decisions. Evaluate your approach through experiments and benchmark comparisons. Qualifications Final year of a Master’s or Engineering program in Computer Science, Artificial Intelligence, or a related field. Good programming skills (Python preferred). Interest in machine learning and distributed systems. Curiosity, creativity, and strong problem‑solving abilities. Candidate criteria: Bac+5 - Diplôme École d'ingénieurs #J-18808-Ljbffr
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Research Engineer in AI-Driven Modeling
il y a 1 semaine
Saclay, France CEA Temps pleinResearch Engineer in AI-Driven Modeling & Simulation for RISC-V Platforms H/F General information The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas: defence and security nuclear energy (fission and fusion) technological research for industry fundamental research in...
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Saclay, France CEA Temps pleinLearning to focus: Physics‑Informed Deep Learning for Super‑Resolved Ultrasonic Phased-Array Imaging H/F 1 week ago – Be among the first 25 applicants. Category Category: Mathematics, information, scientific, software Position description Internship aiming to design a physics‑informed deep learning framework for super‑resolved ultrasonic imaging,...
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Research Engineer in AI-Driven Modeling
il y a 1 semaine
Saclay, Île-de-France CEA Temps pleinGeneral information Organisation The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :• defence and security,• nuclear energy (fission and fusion),• technological research for industry,• fundamental research in the physical sciences and life sciences.Drawing...
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NTT Data/ Network
il y a 2 semaines
Saclay, Île-de-France a-82ac-4f4c-a6b2-5eb6545b4923 Temps pleinJob Title: Network & Security Engineer with Web/DevOps Skills Location : Sud Ile de France, périphérie ParisRole Summary: We are seeking a highly skilled and adaptable Network & Security Engineer with strong Web/DevOps experience to architect, secure, and automate the advanced networking infrastructure supporting our AI Factory. This role involves...
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Saclay, France CEA Temps pleinPOSTDOC (M/F) - Modeling and Analysis of Prospective Scenarios for Hydrogen in France and Germany H/FThe use of hydrogen produced by electrolysis, along with its derivatives (such as synthetic methanol and synthetic kerosene), is one of the solutions envisioned to decarbonise certain sectors such as the steel industry and sea and air transport.The...
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Research Engineer in Ai-assisted Methods for Model
il y a 4 jours
Saclay, France CEA Temps pleinPosition description **Category**: - Electronics components and equipments **Contract**: - Fixed-term contract **Job title**: - Research Engineer in AI-assisted Methods for Model Generation and Simulation of SoC Designs H/F **Socio-professional category**: - Executive **Contract duration (months)**: - 24 **Job description**: **Join the CEA to give...
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NTT Data/ Network
il y a 2 semaines
Saclay, Île-de-France Collective Temps pleinJob Title: Network & Security Engineer with Web/DevOps SkillsLocation : Sud Ile de France, périphérie ParisRole Summary:We are seeking a highly skilled and adaptable Network & Security Engineer with strong Web/DevOps experience to architect, secure, and automate the advanced networking infrastructure supporting our AI Factory. This role involves managing...
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Saclay, Île-de-France CEA Temps pleinPosition descriptionCategoryMathematics, information, scientific, softwareContractPostdocJob titlePOSTDOC (M/F) - Modeling and Analysis of Prospective Scenarios for Hydrogen in France and Germany H/FSubjectThe use of hydrogen produced by electrolysis, along with its derivatives (such as synthetic methanol and synthetic kerosene), is one of the solutions...
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Camera-Radar 3D Perception Model For Autonomous Driving H/F
il y a 2 jours
Saclay, France CEA Temps pleinOrganisation The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas: defence and security nuclear energy (fission and fusion) technological research for industry fundamental research in the physical sciences and life sciences Drawing on its widely acknowledged expertise,...
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AI-Driven Modeling
il y a 1 semaine
Saclay, France CEA Temps pleinA leading research institution in France is hiring a Research Engineer focused on AI-Driven Modeling & Simulation for RISC-V Platforms. This role involves designing AI techniques for hardware model generation, optimizing RISC-V architectures, and collaborating with academia and industry. Ideal candidates should have a PhD or Master's degree in relevant...
