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Sadoon Azizi

Sadoon Azizi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 65456
HIndex:
Faculty: Faculty of Engineering
Address: Room No. 206, Department of Computer Engineering and Information Technology , Faculty of Engineering , University of Kurdistan, Sanandaj, Iran.
Phone:

Introduction

Sadoon Azizi is an َAssociate Professor at the Department of Computer Engineering and IT, University of Kurdistan, Sanandaj, Iran. He received his Ph.D. in Computer Science from the Amirkabir University of Technology in 2016. His main research interests include: Internet of Things, Cloud Computing, Edge/Fog Computing, Serverless Computing, Big Data Processing, and using Artificial Intelligence and Machine Learning techniques for solving combinatorial optimization problems in different fields of computer science. His most recent works are focused on Virtual Machine/Container Placement, Task Offloading and Scheduling, Auto-scaling, Design and Analysis of Routing Algorithms and Protocols. Currently, he is teaching Combinatorial Optimization, Cloud Computing, Advanced Topics in Internet of Things, Pervasive and Autonomous Computing, and Randomized Algorithms at the graduate level, and Computer Networks, Artificial intelligence, Internet of Things, Design and Analysis of Algorithms and C Programming at the undergraduate level at the University of Kurdistan. He is also the leader of the Distributed Computing Systems Laboratory (DCS Lab) and manager at the High-Performance Computing (HPC) center at the University of Kurdistan.

Education

  • PhD. in Computer Science , Amirkabir University of Technology , Iran (2012 - 2016)
    Thesis title: Modeling and Analysis of Cloud Data Center Networks Topology
  • MSc. in Computer Science , Amirkabir University of Technology , Iran (2009 - 2012)
    Thesis title: Analytical Modeling of Fault-tolerance Mechanisms for HyperX Interconnection Network
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Courses

Research activities

Journal Papers
AI-based & heuristic workflow scheduling in cloud and fog computing: a systematic review Navid Khaledian, Markus Voelp, Sadoon Azizi, Mirsaeid Hosseini Shirvani (2024)
DCSP: A delay and cost-aware service placement and load distribution algorithm for IoT-based fog networks Sadoon Azizi, Mohammad Shojafar, Pedram Farzin, Javad Dogani (2024)
A scalable and flexible platform for service placement in multi-fog and multi-cloud environments Sadoon Azizi, Pedram Farzin, Mohammad Shojafar, Omer Rana (2024)
Deadline-aware and energy-efficient IoT task scheduling in fog computing systems: A semi-greedy approach Sadoon Azizi, Mohammad Shojafar, Jemal Abawajy, Rajkumar Buyya (2022)
A fuzzy approach for optimal placement of IoT applications in fog-cloud computing Farhad Tavousi, Sadoon Azizi, Abdulbaghi Ghaderzadeh (2022)
Monitoring rocket (Eruca sativa) growth parameters using the Internet of Things under supplemental LEDs lighting Jolan Jamal, Sadoon Azizi, Alireza Abdollahpouri, Nasser Ghaderi, Behrooz Sarabi, Victor Casta˜no-Meneses, Arturo Silva-Ordaz (2021)
Joint QoS-aware and Cost-efficient Task Scheduling for Fog-cloud Resources in a Volunteer Computing System Farooq Hoseiny, Sadoon Azizi, Mohammad Shojafar, Rahim Tafazzoli (2021)
A priority, power and traffic-aware virtual machine placement of IoT applications in cloud data centers Shvan Omer Salih, Sadoon Azizi, Mohammad Shojafar, Rahim Tafazzoli (2021)
GRVMP: A Greedy Randomized Algorithm for Virtual Machine Placement in Cloud Data Centers Sadoon Azizi, Mohammad Shojafar, Jemal Abawajy, Rajkumar Buyya (2021)
A priority-based service placement policy for Fog-Cloud computing systems Sadoon Azizi, Fariba Khosroabadi, Mohammad Shojafar (2019)
BSFS: A Bidirectional Search Algorithm for Flow Scheduling in Cloud Data Centers Hasibeh Naseri, Sadoon Azizi, Alireza Abdollahpouri (2019)
A Flexible and High-Performance Data Center Network Topology Sadoon Azizi, Naser Hashemi, Ahmad Khonsari (2017)
HHS: an efficient network topology for large-scale data centers Sadoon Azizi, Naser Hashemi, Ahmad Khonsari (2016)
A fault-tolerant routing algorithm in HyperX topology based on unsafety vectors Sadoon Azizi, Farshad Safaei, Milad Roozikhar (2015)
On the topological properties of HyperX Sadoon Azizi, Farshad Safaei, Naser Hashemi (2013)
Performance analysis of a fault tolerant multistage interconnection network with backpressure blocking mechanism Mohammad Amiri Zarandi, Naser Hashemi, Farshad Safaei, Sadoon Azizi (2012)
Conference Papers
Interlayer Link Prediction by Analyzing Matching Degree in Multiplex Networks Sakar Omar Khdir, Alireza Abdollahpouri, Sadoon Azizi, Shahla Havas (2024)
A Multistart Power of d Choices Strategy for Edge Server Placement Problem Shahla Havas, Sadoon Azizi, Alireza Abdollahpouri (2023)
D2FO: Distributed Dynamic Offloading Mechanism for Time-Sensitive Tasks in Fog-Cloud IoT-based Systems Ismail Ataie, Tania Taami, Sadoon Azizi, Md Mainuddin, Daniel Schwartz (2022)
FLEX: A Platform for Scalable Service Placement in Multi-Fog and Multi-Cloud Environments Pedram Farzin, Sadoon Azizi, Mohammad Shojafar, Omer Rana, Mukesh Singhal (2022)
PGA: A Priority-aware Genetic Algorithm for Task Scheduling in Heterogeneous Fog-Cloud Computing Farooq Hoseiny, Sadoon Azizi, Mohammad Shojafar, Fardin Ahmadizar, Rahim Tafazzoli (2021)
Towards Optimal System Deployment for Edge Computing: A Preliminary Study Dawei Li, Chigozie Asikaburu, Boxiang Dong, Huan Zhou, Sadoon Azizi (2020)
WorkShop
Theses

Research interests

  • Artificial Intelligence (AI) and Machine Learning (ML) in Distributed Systems
  • Reinforcement Learning
  • Combinatorial Optimization Algorithms
  • Edge/Fog/Cloud Computing
  • Serverless Computing
  • Internet of Things (IoT)
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Students

  • محمد علی
    Name: Mohammed Ali
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: Managing Warm Containers for Cold Start Mitigation in Serverless Computing Applications
  • ایوب عبدالله
    Name: Ayub Abdalla
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: An Adaptive Learning-based Algorithm for IoT Task offloading in Volunteer Edge-Cloud Computing
  • احمد نوزاد
    Name: Ahmed Nawzad
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: Improving Performance and Energy Efficiency of Dynamic Virtual Machine Consolidation in Cloud Data Centers
  • فوزی معروف
    Name: Fawzy Maroof
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: A Dynamic QoS-Aware Job Scheduling Algorithm in Heterogeneous Multi-Server Systems
  • زانا اسماعیل
    Name: Zana Ismael
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: Enhancing Irrigation Systems Using a Machine Learning Technique in Edge-enabled IoT Environments
  • فردین مارابی
    Name: Fardin Marabi
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: Multi-level priority queue scheduling algorithm for fog-assisted IoT applications
  • سیده بیان حسینی
    Name: Seyede Bayan Hosseini
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: Joint optimization of microservice management and request routing for SDN-enabled fog networks
  • ایوب فتاحی
    Name: Ayub Fattahi
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: A multi-armed bandit approach for computation offloading in vehicular edge computing systems
  • آرمین چوپانی
    Name: Armin Choupani
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: A Reinforcement Learning Based Auto-Scaling Mechanism for Serverless Edge Computing
  • سروه محمودی
    Name: Sirwe Mahmody
    AcademicLevel: Master
    Field: Computer Engineering - Software
    Thesis: A Decentralized Load Balancing Algorithm for Job Scheduling in Multi-Cloud Environments
  • سودا زارعی
    Name: Sevda Zarei
    AcademicLevel: Master
    Field: Algorithm and Computations
    Thesis: Load Balancing and QoS-aware Algorithm for Server Placement in Mobile Edge Computing
  • رضوان سلیمی
    Name: Rezvan Salimi
    AcademicLevel: Master
    Field: Computer Engineering - Aritificial Intelligence
    Thesis: Task Scheduling in Fog-Cloud Computing Systems Using Greedy Randomized Adaptive Search Procedure
  • پدرام فرزین
    Name: Pedram Farzin
    AcademicLevel: Master
    Field: Algorithm and Computations
    Thesis: A Scalable and Flexible Framework for Service Placement and Load Distribution in Multi-Fog and Multi-Cloud Computing
  • شهریار کرمی
    Name: Shahryar Karami
    AcademicLevel: Master
    Field: Algorithm and Computations
    Thesis: Joint Energy and Makespan Optimization of Workflow Scheduling in Fog-Cloud Computing
  • فاطمه فضلی
    Name: Fatemeh Fazli
    AcademicLevel: Master
    Field: Climatology
    Thesis: Real-time monitoring of temperature island and air pollution in Sanandaj using Internet of Things (IoT)
  • ساکار عمر خدر
    Name: Sakar O. Khdir
    AcademicLevel: Master
    Field: Computer Engineering (Artificial Intelligence)
    Thesis: Interlayer Link Prediction in Multiplex Networks by Analyzing Matching Degree
  • سمانه دبیری
    Name: Samaneh Dabiri
    AcademicLevel: Master
    Field: Computer Engineering - Artificial Intelligence
    Thesis: A Hybrid Algorithm for Task Scheduling Problem in Fog-Cloud Computing
  • مجید عثمان
    Name: Majeed Othman
    AcademicLevel: Master
    Field: Computer Engineering - Artificial Intelligence
    Thesis: Improve Computation Offloading in Mobile Edge Computing for IoT-based Applications
  • فاروق حسینی
    Name: Farooq Hoseiny
    AcademicLevel: Master
    Field: Computer Engineering - Artificial Intelligence
    Thesis: QoS, Energy and Cost-aware Task Scheduling in Fog-Cloud Computing Environments
  • شفان عمر صالح
    Name: Shvan Omer Salih
    AcademicLevel: Master
    Field: Computer Engineering (Artificial Intelligence)
    Thesis: Energy and network aware virtual machine placement for sustainable data centers
  • جولان جمال
    Name: Jolan Jamal
    AcademicLevel: Master
    Field: Computer Engineering - AI
    Thesis: The Application of Internet of Things (IoT) in Hydroponic Monitoring Systems
  • هیوا عمر حسن
    Name: Hiwa Omer Hassan
    AcademicLevel: Master
    Field: Computer Engineering - AI
    Thesis: Energy-Efficient and Quality of Service-aware Service Placement in the Fog-Cloud System
  • حسبیه ناصری
    Name: Hasibeh Naseri
    AcademicLevel: Master
    Field: Computer Engineering (Artificial Intelligence)
    Thesis: Flow Scheduling in Cloud Data Centers Using Bidirectional Serach Algorithm
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Executive activities

  • Manager at High Perfomance Computing (HPC) - University of Kurdistan (1397 - present)
  • Secretary of the working group for the evaluation of the scientific ability of the University of Applied Sciences of Kurdistan province in the field of computer (1398 - present)
  • Member of UoK's Information Technology Council (1396 - 1401)
  • Manager at UoK's DOI Center (1398 - 1402)
  • Member of UoK's Websit Working Group (1397 - 1398)
  • Network Technician (1388 - 1393)
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Scientific Societies Membership

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Image Gallery

سمینار پروتکل های ارتباطی برای اینترنت اشیاء و سامانه های فیزیکی سایبری کارگاه دو روزه آموزش اینترنت اشیاء - آزمایشگاه اینترنت اشیاء دانشگاه کردستان سمپوزیوم بین المللی محاسبات کاربردی - رانیه - کردستان عراق چهارمین کنفرانس بین المللی ریاضی و علوم کامپیوتر، سنندج ایران پل سرخ، مهاباد میدان آزادی (اقبال)، سنندج پارک دیاری گولان، دانشگاه کردستان