Seyedehshelernaz Azimi

Seyedehshelernaz.Azimi@student.unibz.it

Faculty of Engineering
Dominikanerplatz 3 - piazza Domenicani, 3
39100
Bozen-Bolzano

Office hours
Monday, 10:00 - 16:30
Friday, 10:00 - 16:30

Short bio

I have a background in Software Engineering and received both my bachelors and masters in Iran.
I'm a PhD student at the Free University of Bolzano and I'm sponsored by SIAG. Currently, I'm a Visiting Researcher at the University of California, Davis.

Main Research Areas

Data Quality, Big Data, Machine Learning, Edge Computing

Publications

"Fuzzy Container Orchestration for Self-adaptive Edge Architectures", Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R Barzegar, Shelernaz Azimi, Claus Pahl, 2020

"Performance Management in Clustered Edge Architectures Using Particle Swarm Optimization", Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani, 2020

"The Effect of IoT Data Completeness and Correctness on Explainable Machine Learning Models", Shelernaz Azimi, Claus Pahl, 2021

"Continuous Data Quality Management for Machine Learning based Data-as-a-Service Architectures", Shelernaz Azimi, Claus Pahl, 2021

"Constructing Dependable Data-Driven Software With Machine Learning", Shelernaz Azimi, Claus Pahl, 2021

"A Fuzzy Controller for Self-adaptive Lightweight Edge Container Orchestration", Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R Barzegar, Shelernaz Azimi, Claus Pahl, 2020

"A Layered Quality Framework for Machine Learning-driven Data and Information Models", Shelernaz Azimi, Claus Pahl, 2020

"Root Cause Analysis and Remediation for Quality and Value Improvement in Machine Learning Driven Information Models", Shelernaz Azimi, Claus Pahl, 2020

"Particle Swarm Optimization for Performance Management in Multi-Cluster IoT Edge Architectures", Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani, 2020