Post-Doctoral Research Visit F/M Markov Teams and Games games with distributed information with applications to resource allocation in 5G networks

Inria

France

July 17, 2022

Description

2022-05019 - Post-Doctoral Research Visit F/M Markov Teams and Games games with distributed information with applications to resource allocation in 5G networks

Contract type : Fixed-term contract

Level of qualifications required : PhD or equivalent

Fonction : Post-Doctoral Research Visit

Level of experience : Recently graduated

About the research centre or Inria department

The Inria Université Côte d'Azur center counts 36 research teams as well as 7 support departments. The center's staff (about 500 people including 320 Inria employees) is made up of scientists of different nationalities (250 foreigners of 50 nationalities), engineers, technicians and administrative staff. 1/3 of the staff are civil servants, the others are contractual agents. The majority of the center's research teams are located in Sophia Antipolis and Nice in the Alpes-Maritimes. Four teams are based in Montpellier and two teams are hosted in Bologna in Italy and Athens. The Center is a founding member of Université Côte d'Azur and partner of the I-site MUSE supported by the University of Montpellier.

Context

Dans le cadre d'un projet financé par l'ANR PARFAIT

L' objectif est de développer des outils théoriques pour l'allocation des ressources distribuée (correspondant aux 6 premiers mois) et s'en servir pour la communication en 5G (durant les 6 mois suivants).

.

Assignment

THe postdoc will participate in the research work, will prepare a report on the state of the art and will participate in writing advancement reports.

Main activities

English

The dynamic admission to a queue as well as dynamic routing of arrivals to queues have been studied

under various given information patterns. In this work we extend these results to

the case of various agents with possibly different information available to each of these.

We formulate these as Baysian team and game problems. We derive an optimal

team solution and the equilibrium solution for the game. The postdoc will focus on

studying heterogeneous information such as different delays or noisy channel that are available

to different agents. Mixed equilibria will be introduced

in which some fixed fraction of the arrivals are competitive and thus behave as players in a

Wardrop equilibrium and a fixed fraction arrive as atomic players in a non- cooperative game.

This will be applied then to resource allocation problems and power control problems

in 5G wireless networks

Résumé

L'admission dynamique à une file d'attente ainsi que l'acheminement dynamique

des arrivées vers les files d'attente ont été étudiés

sous divers modèles d'information ont été bien étudiés dans le passé. Dans ce travail,

nous étendons ces résultats aux

cas de plusieurs agents avec des informations éventuellement différentes disponibles

pour chacun des agents. Nous les formulons sous forme de problèmes baysiens d'équipes et de jeux.

Dans ce travail nous obtiendrons les métodes de calcul des solutions

optimals d'équipe et d'équilibre pour le jeu. Le travail portera sur

des informations hétérogènes telles que différents retards ou canaux bruités disponibles

aux différents agents. Des équilibres mixtes seront introduits

dans laquelle une fraction fixe des arrivées sont compétitives

et une fraction fixe arrivent en tant que joueurs atomiques dans un jeu non coopératif.

Cela s'appliquera ensuite aux problèmes d'allocation de ressources et

aux problèmes de contrôle de puissancedans les réseaux sans fil 5G.

Skills

Compétences techniques et niveau requis :

Langues : Anglais excellent

Compétences relationnelles : Boonnes relations de travail

Compétences additionnelles appréciées :Math, Evaluation de perfermances, Statistiques, Télécom, Réseaux

Benefits package
  • Restauration subventionnée
  • Transports publics remboursés partiellement
  • Congés: 7 semaines de congés annuels + 10 jours de RTT (base temps plein) + possibilité d'autorisations d'absence exceptionnelle (ex : enfants malades, déménagement)
  • Possibilité de télétravail (après 6 mois d'ancienneté) et aménagement du temps de travail
  • Équipements professionnels à disposition (visioconférence, prêts de matériels informatiques, etc.)
  • Prestations sociales, culturelles et sportives (Association de gestion des œuvres sociales d'Inria)
  • Accès à la formation professionnelle
  • Sécurité sociale
  • Remuneration

    Gross Salary: 2653 € per month

    General Information
  • Theme/Domain : Networks and Telecommunications System & Networks (BAP E)

  • Town/city : Sophia Antipolis

  • Inria Center : CRI Sophia Antipolis - Méditerranée
  • Starting date : 2022-09-01
  • Duration of contract : 12 months
  • Deadline to apply : 2022-07-17
  • Contacts
  • Inria Team : NEO
  • Recruiter : Altman Eitan / Eitan.Altman@inria.fr
  • The keys to success

    The dynamic admission to a queue as well as dynamic routing of arrivals to queues have been studied

    under various given information patterns. In this work we extend these results to

    the case of various agents with possibly different information available to each of these.

    We formulate these as Baysian team and game problems. We derive an optimal

    team solution and the equilibrium solution for the game. The postdoc will focus on

    studying heterogeneous information such as different delays or noisy channel that are available to different agents. Mixed equilibria will be introduced

    in which some fixed fraction of the arrivals are competitive and thus behave as players in a Wardrop equilibrium and a fixed fraction arrive as atomic players in a non-cooperative game. This will be applied then to resource allocation problems and power control problems in 5G wireless networks

    About Inria

    Inria is the French national research institute dedicated to digital science and technology. It employs 2,600 people. Its 200 agile project teams, generally run jointly with academic partners, include more than 3,500 scientists and engineers working to meet the challenges of digital technology, often at the interface with other disciplines. The Institute also employs numerous talents in over forty different professions. 900 research support staff contribute to the preparation and development of scientific and entrepreneurial projects that have a worldwide impact.

    Instruction to apply

    Defence Security : This position is likely to be situated in a restricted area (ZRR), as defined in Decree No. 2011-1425 relating to the protection of national scientific and technical potential (PPST).Authorisation to enter an area is granted by the director of the unit, following a favourable Ministerial decision, as defined in the decree of 3 July 2012 relating to the PPST. An unfavourable Ministerial decision in respect of a position situated in a ZRR would result in the cancellation of the appointment.

    Recruitment Policy : As part of its diversity policy, all Inria positions are accessible to people with disabilities.

    Warning : you must enter your e-mail address in order to save your application to Inria. Applications must be submitted online on the Inria website. Processing of applications sent from other channels is not guaranteed.

    Similar Jobs

    Add to favorites Read more...

    Thèse En Cotutelle Avec The University Of Melbourne Sur La Recherche De Matière Noire Avec Les...

    the PhD program of the IMT Atlantique Nantes school of the SUBATECH laboratory and in the PhD program of the UniMelb School of Physics. The Xenon team at SUBATECH is strongly involved in the search...

    Inria

    France Jun 17, 2022

    Add to favorites Read more...

    Doctorant F/H Autonomous quantum error correction with cat-qubits

    2022-05107 - Doctorant F/H Autonomous quantum error correction with cat- collaboration entre 3 équipes Inria : QUANTIC, COSMIQ, MOCQUA (Défi Inria correction d'erreur autonome pour corriger les renversements de phase dans les Des déplacements réguliers...

    Add to favorites Read more...

    Reconstruction De Fresques Et Intelligence Artificielle

    Le sujet est disponible à cette adresse / The PhD job offer can be viewed at : N'hésitez pas à nous contacter pour de plus amples informations / Do not PHD Country: France Organisation Type:...