About Me

I am a Ph.D candidate at ENS de Lyon in France under the direction of Eddy Caron and Daniel Balouek-Thomert. The goal of my Ph.D is to create a system providing data-driven management for emerging Deep Learning applications.

Research interests are broadly in the area of Distributed Systems. The current research focus during my Ph.D. is on Microservices Architectures, Computing Continuum, and Deep Learning.

Publications
International Conferences

  1. Zeina Houmani, Daniel Balouek-Thomert, Eddy Caron, and Manish Parashar. "Enabling microservices management for Deep Learning applications across the Edge-Cloud Continuum." In 2021 IEEE 33nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'21), October 2021, Belo Horizonte, Brazil.

  2. Zeina Houmani, Daniel Balouek-Thomert, Eddy Caron, and Manish Parashar. "Enhancing microservices architectures using data-driven service discovery and QoS guarantees." In 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID'20), pp. 290-299. IEEE, 2020.
Local Conferences

  1. Zeina Houmani. "Déploiement et validation d'une architecture microservices pour la découverte de services pilotée par les données". In 2019 Conférence d'informatique en Parallélisme, Architecture et Système (COMPAS'19), Anglet, France, juin 2019.[Conference without proceedings]

  2. Eddy Caron, Zeina Houmani. "Architecture Microservices pilotée par les données." In Conférence francophone sur les Architectures Logicielles (CAL'18), Jun 2018, Grenoble, France. pp.1-6.

Education Details

ENS de Lyon University
Co-supervised between ENS de Lyon and Rutgers University in New Jersey USA.
Title: Data-driven Management Solution for Microservice-based Deep Learning applications.
Defense date: 16 December 2021.
Claude Bernard Lyon 1 University
Title: systems, networks and virtual infrastructures
Type: work-linked training. My academic program combines periods of training at the University Claude Bernard Lyon1 and periods of practice and research in the LIP laboratory at ENS de Lyon.
Objectives: this master provides skills in systems and network administration, cloud and virtualization, corporate networks, wireless networks, operator networks, securing a system and network infrastructure, Internet applications and WEB technologies.
Lebanese University
This master provides skills in systems and network administration, cloud and virtualization, security, Internet applications and WEB technologies.
Location