Hello! I'm Yasmine
I am currently enjoying my PhD journey. My thesis revolves around the characterization and the optimization of distributed machine learning systems.
I was always passionate about data and extracting wisdom from it. Through my actual PhD thesis, I aspire to contribute in the optimization of the most powerful big data mining and modelisation tools, aka distributed machine learning systems.
Yasmine Djebrouni
PhD student in computer science
Email:
Address:
LIG - ERODS team
Laboratoire d'Informatique de Grenoble
Bâtiment IMAG, 700 avenue Centrale
Domaine Universitaire
38401 St Martin d'Hères
EXPERIENCE
EXPERIENCE
2020-NOW
PhD STUDENT
LIG Laboratory, University of Grenoble Alps, Grenoble, France.
Working on "Characterizing and Optimizing Distributed Machine Learning Systems: Towards a Control Theoretic and Multi-Objective Approach" PhD thesis.
OCTOBER 2019 – JULY 2020
LIRIS Laboratory, INSA de Lyon, Lyon, France.
I worked with a team of researchers in Distributed Systems and Machine Learning on characterizing distributed machine learning workloads.
RESEARCH INTERN,
FEBRUARY 2018 – SEPTEMBER 2019
VICE-PRESIDENT & DESIGNER
« Code & Share » Club, Algiers, Algeria.
We founded « Code and SHare CLub » in February 2018, a club specialized in coding and sharing computer science solutions, and also organizing workshops of initiation to computer science for kids, teens and college students. During almost two years, I was an active member in the club. I occupied the position of vice-president. I also was an active designer.
SEPTEMBER 2018
SOFTWARE DEVELOPPER
AIR ALGERIE, Information Systems Department, Algiers, Algeria.
I designed and implemented a trainee’s management system using JEE technology.
JULY – AUGUST 2017, JULY – AUGUST 2018
HELPDESK CONSULTANT, SOFTWARE DEVELOPPER
National Orientation Center, Algiers, Algeria.
I worked as a helpdesk consultant in the national orientation center. My mission was to help and guide high school graduates students in their college applications phase. I also implemented a web application for the visualization of new college freshmen statistics.
SCIENTIFIC
PUBLICATIONS
COMPAS 2021
— Characterizing Distributed Machine Learning and Deep Learning Workloads. Yasmine Djebrouni, Isabelly Rocha, Sara Bouchenak, Lydia Y. Chen, Pascal Felber, Vania Marangozova, Valerio Schiavoni.
Conférence francophone d’informatique en Parallélisme, Architecture et
Système : ComPAS2021.
COMPAS 2021
— Survey of Bias Mitigation in Federated Learning. Lynda Ferraguig, Yasmine Djebrouni, Sara Bouchenak and Vania Marangozova-Martin.
Conférence francophone d’informatique en Parallélisme, Architecture et Système : ComPAS2021.
COMPAS 2020
— Characterizing Distributed Machine Learning and Deep Learning Workloads. Yasmine Djebrouni, Sara Bouchenak and Khalid Benabdeslam.
Conférence francophone d’informatique en Parallélisme, Architecture et Système : ComPAS2020.
EDUCATION
2020-NOW
PhD Degree Candidate
PHD STUDENT
University of Grenoble Alps, France.
2019-2020
Master's Degree
RESEARCH MASTER STUDENT
Ecole nationale Supérieure d'Informatique (ESI ex INI), Algeria.
2015-2020
Computer Science Engineer Degree
COMPUTER SCIENCE STUDENT
Ecole nationale Supérieure d'Informatique (ESI ex INI), Algeria.
2012-2015
High School Diploma
HIGH SCHOOL STUDENT
Math series, Rabah Bittat High School, Algeria.
SKILLS
Data Science
Distributed Systems
Databases Management
Machine Learning
Big Data
Web and Mobile Developpment
HOBBIES
Reading
What fascinates me the most about books is that they are the closest thing to space/time travel machine.
Graphic designing
Graphic design, as for art, stimulates the mind.
Volunteering
Knowledge enrichment, personal growth, human interactions warmth...volunteering is a privilege.