Research
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A TinyMLOps-Based Edge AI Approach for Early Detection of Emerging Plant Diseases (2025)
Description: Detecting Plant Disease Using Deep Learning Techniques in Edge Devices.
Journal: IEEE International Workshop on Metrology for Industry 4.0 & IoT
Authors: Hossein Aqasizade, Mattia Antonini, Massimo Vecchio, Fabio Antonelli
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Performance Analysis of Containers Running on Top of Virtual Machines (2024)
Description: Investigating the performance implications of running containers within virtualized environments.
Journal: IET Networks
Authors: Hossein Aqasizade, Ehsan Ataie, Mostafa Bastam
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An Empirical Study on Impact of Programming Languages on Performance of Open-source Serverless Platforms (2024)
Description: This study evaluated different serverless platforms, including OpenFaaS, Nuclio, and Fission, based on a variety of criteria.
Journal: International Journal of Engineering (IJE)
Authors: Ehsan Ataie, Mohammadreza Pooshani, Hossein Aqasizade
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Kubernetes in Action: Exploring the Performance of Kubernetes Distributions in the Cloud (2024)
Description: Studying the performance of serverless functions with OpenFaaS and MySQL on Kubernetes in virtualized environments, including Xen VMs in a CloudLab.
Journal: Software: Practice and Experience
Authors: Hossein Aqasizade, Ehsan Ataie, Mostafa Bastam
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A Comparative Study of Virtualization: Heavyweight Virtualization or Lightweight Virtualization (2023)
Description: Conducting a comparative analysis to evaluate the performance and resource utilization of heavyweight virtualization and lightweight virtualization techniques.
Journal: The CSI Journal on Computing Science and Information Technology
Authors: Hossein Aqasizade, Ehsan Ataie, Mostafa Bastam
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Academic Experiences
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Graduate Research Assistant (Sep 2023 - Feb 2024)
Optimizing Serverless Platform and Kubernetes in CloudLab, supervised by Dr. Ehsan Ataie at the University of Mazandaran
Focused on studying the performance of serverless functions with OpenFaaS and MySQL on Kubernetes in virtualized environments, including Xen VMs in a CloudLab.
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Research Assistant (Nov 2022 - Aug 2023)
Performance Analysis of Serverless Platforms, supervised by Dr. Ehsan Ataie at the University of Mazandaran
Led a team evaluating serverless platforms like OpenFaaS, Fission, Nuclio, Knative, and OpenWhisk, assessing their performance in diverse Kubernetes setups and conditions.
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Teaching Assistant (Fall 2022)
Cloud Computing, supervised by Dr. Ehsan Ataie at the University of Mazandaran
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Teaching Assistant (Spring 2022)
Distributed Systems, supervised by Dr. Ehsan Ataie at the University of Mazandaran
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Teaching Assistant (Fall 2021)
Performance Evaluation, supervised by Dr. Ehsan Ataie at the University of Mazandaran
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Skills & Certifications
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MLflow (MLOps using MLflow tool)
certificate
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LaTeX
certificate
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Deep Learning
certificate
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Machine Learning
certificate
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Git & Version Control
certificate
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Prompt Engineering for ChatGPT
certificate
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Innovative Teaching with ChatGPT
certificate
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Machine Learning Operations (MLOps)
certificate
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OpenFaaS, Knative, Fission, and Nuclio
self-study
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Kubernetes
certificate
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Docker
certificate
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LPIC 1 and LPIC 2
self-study
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LPIC 304
certificate
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Python Data Structure
certificate
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Python Data Science
certificate
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AWS ECS
certificate
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CloudLab
panel
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NetConf, NetFlow, NetSNMP, and NetXMS
self-study
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Monitoring (Prometheus, Grafana, Zabbix)
certificate
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Microsoft Configuring Windows 10 (70-698)
certificate
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Microsoft Windows Server 2016 (70-410)
certificate
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Benchmarking Tools (PTS, K6, etc.)
self-study
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Virtualization (Xen, ESXi, KVM)
certificate
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CompTIA Network+
certificate
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