Calendar

Events in November–December 2020

Monday Tuesday Wednesday Thursday Friday Saturday Sunday
October 26, 2020
October 27, 2020
October 28, 2020
October 29, 2020
October 30, 2020
October 31, 2020

November

November 1, 2020
November 2, 2020
November 3, 2020
November 4, 2020(1 event)

PhD defense of Bruno Donassolo: IoT Orchestration in the Fog


November 4, 2020

I am pleased to invite you to my thesis defense entitled: « IoT Orchestration in the Fog ». This thesis has been conducted in the context of the <I/O lab>, a joint lab between Inria and Orange Labs. The defense will be in English and will take place in the auditorium of the IMAG building (700 Avenue Centrale, 38401 Saint-Martin-d'Hères).

Video-conference link: https://meet.univ-grenoble-alpes.fr/b/bru-m9j-mfv

You are also invited to share a “pot” following the defense (if the sanitary conditions allow)

The members of jury are:

  • Mme E. Veronica BELMEGA, Maître de conférences, Université CY Cergy Paris, Reviewer
  • M. Adrien LEBRE, Professeur des Universités, IMT Atlantique, Reviewer
  • M. Frédéric DEPREZ, Directeur de recherche, INRIA Grenoble Rhône-Alpes, Examiner
  • Mme Nathalie MITTON, Directrice de recherche, Inria Lille-Nord Europe, Examiner
  • M. Ola ANGELSMARK, Ingénieur de recherche, Ericsson Research, Examiner
  • M. Arnaud LEGRAND, Directeur de recherche, CNRS, Supervisor
  • M. Panayotis MERTIKOPOULOS, Chargé de recherche, CNRS, Co-supervisor
  • Mme Ilhem FAJJARI, Ingénieur de recherche, Orange Labs, Co-supervisor

Abstract: Internet of Things (IoT) continues its evolution, causing a drastically growth of traffic and processing demands. Consequently, 5G players are urged to rethink their infrastructures. In this context, Fog computing bridges the gap between Cloud and edge devices, providing nearby devices with analytics and data storage capabilities, increasing considerably the capacity of the infrastructure. However, the Fog raises several challenges which decelerate its adoption. Among them, the orchestration is crucial, handling the life-cycle management of IoT applications. In this thesis, we are mainly interested in: i) the provisioning problem, i.e., placing multi-component IoT applications on the heterogeneous Fog infrastructure; and ii) the reconfiguration problem, i.e., how to dynamically adapt the placement of applications, depending on application needs and evolution of resource usage. To perform the orchestration studies, we first propose FITOR, an orchestration system for IoT applications in the Fog environment. This solution addresses the lack of practical Fog solutions, creating a realistic environment on which we can evaluate the orchestration proposals. We study the Fog service provisioning issue in this practical environment. In this regard, we propose two novel strategies, O-FSP and GO-FSP, which optimize the placement of IoT application components while coping with their strict performance requirements. To do so, we first propose an Integer Linear Programming formulation for the IoT application provisioning problem. Based on extensive experiments, the results obtained show that the proposed strategies are able to decrease the provisioning cost while meeting the application requirements. Finally, we tackle the reconfiguration problem, proposing and evaluating a series of reconfiguration algorithms, based on both online scheduling and online learning approaches. Through an extensive set of experiments, we demonstrate that the performance strongly depends on the quality and availability of information from Fog infrastructure and IoT applications. In addition, we show that a reactive and greedy strategy can overcome the performance of state-of-the-art online learning algorithms, as long as the strategy has access to a little extra information.

Bâtiment IMAG (amphitheater)
Saint-Martin-d'Hères, 38400
France
November 5, 2020
November 6, 2020
November 7, 2020
November 8, 2020
November 9, 2020
November 10, 2020
November 11, 2020
November 12, 2020
November 13, 2020
November 14, 2020
November 15, 2020
November 16, 2020
November 17, 2020
November 18, 2020
November 19, 2020
November 20, 2020
November 21, 2020
November 22, 2020
November 23, 2020
November 24, 2020
November 25, 2020
November 26, 2020
November 27, 2020
November 28, 2020
November 29, 2020
November 30, 2020

December

December 1, 2020
December 2, 2020
December 3, 2020
December 4, 2020
December 5, 2020
December 6, 2020
December 7, 2020
December 8, 2020
December 9, 2020
December 10, 2020
December 11, 2020
December 12, 2020
December 13, 2020
December 14, 2020
December 15, 2020
December 16, 2020
December 17, 2020
December 18, 2020
December 19, 2020
December 20, 2020
December 21, 2020
December 22, 2020
December 23, 2020
December 24, 2020
December 25, 2020
December 26, 2020
December 27, 2020
December 28, 2020
December 29, 2020
December 30, 2020
December 31, 2020

January

January 1, 2021
January 2, 2021
January 3, 2021

Comments are closed.