Journal Paper
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"Harnessing Artificial Intelligence for Efficient Resource Management in Mobile Edge Computing: Insights from Real-World Data"
Sadoon Azizi,
Mohammad Shojafar,
Ali Akbar Vali,
Ahmed Elzanaty
IEEE Internet of Things Magazine,
2026
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"زمانبندی آگاه از سود برای برنامههای کاربردی حساس به زمان در سیستمهای چندسروره ناهمگن"
Sadoon Azizi,
rezvan salimi,
Amir Rastegari
Science of Computer Programming,
2026
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"Energy-Efficient Resource Management in Microservices-Based Fog and Edge Computing: State-of-the-Art and Future Directions"
Sadoon Azizi,
Mohammad Shojafar,
Rajkumar Buyya,
Ali Akbar Vali
ACM Computing Surveys,
2026
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"Dynamic and Resource-aware Task Scheduling in Fog-Cloud Environments via an Improved Priority-aware Genetic Algorithm"
Sadoon Azizi,
Mohammad Shojafar,
rezvan salimi
Journal of Grid Computing,
2026
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"A systematic literature review on energy efficiency in serverless environments: Taxonomy, techniques, and future directions"
Sadoon Azizi,
Maedeh Mirani,
Mostafa Ghobaei-Arani
Computers and Electrical Engineering,
2026
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"A two-layer architecture with adaptive feedback for cloud task scheduling: Integrating deep reinforcement learning and hybrid metaheuristic optimization"
Abdulbaghi Ghaderzadeh,
Sedigheh Yeganeh,
Sadoon Azizi
Results in Control and Optimization,
2026
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"Joint resource autoscaling and request scheduling for serverless edge computing"
Sadoon Azizi,
Armin Choupani,
Mohammad Sadegh Aslanpour
Cluster Computing-The Journal of Networks Software Tools and Applications,
2025
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"SG-MOACO: a semi-greedy multi-objective ACO method for edge server placement in mobile edge computing"
Alireza Abdollahpouri,
Sadoon Azizi,
Shahla Havas
Computing,
2025
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"An Efficient Resource Allocation Algorithm for Task Offloading in the Internet of Vehicles"
Sadoon Azizi,
Ahmad Salehi
Journal of Computer and Knowledge Engineering,
2025
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"A hybrid priority-aware genetic algorithm and opposition-based learning for scheduling IoT tasks in green fog computing"
Sadoon Azizi,
rezvan salimi,
Javad Dogani
Computer Networks,
2025
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"Optimizing edge server placement and load distribution in mobile edge computing using ACO and heuristic algorithms"
Sadoon Azizi,
Sevda Zarei,
Awder Ahmed
JOURNAL OF SUPERCOMPUTING,
2025
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"Iterative Weighted Randomized Algorithm for Edge Server Deployment in Mobile Edge Computing"
Sadoon Azizi,
Hiwa Omer Hassan,
Sakar Omer Khdr
Passer Journal of Basic and Applied Sciences,
2025
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"Optimization of resource allocations in 5G mobile network using Active Reward Learning"
Amir sheikh ahmedi,
Sadoon Azizi,
Taghi Shahgholi,
Kayhan Khamforoosh
Engineering Science and Technology, an International Journal,
2025
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"A bi-objective workflow scheduling in virtualized fog-cloud computing using NSGA-II with semi-greedy initialization"
Fardin Ahmadizar,
Sadoon Azizi,
Shahryar Karami
Applied Soft Computing,
2024
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"RESP: A Recursive Clustering Approach for Edge Server Placement in Mobile Edge Computing"
Sadoon Azizi,
Mohammad Shojafar,
Ali Akbar Vali
ACM Transactions on Internet Technology,
2024
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"A greedy randomized adaptive search procedure for scheduling IoT tasks in virtualized fog–cloud computing"
Sadoon Azizi,
rezvan salimi,
Jemal Abawajy
Transactions on Emerging Telecommunications Technologies,
2024
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"Providing A Scheduling Program for Work and Machine Allocation in the Cloud Environment by Combining Meta-Engineering and Graph Theory Hybrid Algorithms"
Sadoon Azizi,
Abdulbaghi Ghaderzadeh,
Sedigheh Yeganeh
Journal of Electrical Systems,
2024
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"Enhancing Channel Selection in 5G with Decentralized Federated Multi-Agent Deep Reinforcement Learning"
Amir sheikh ahmedi,
Sadoon Azizi,
Taghi Shahgholi,
Kayhan Khamforoosh
Journal of Computer and Knowledge Engineering,
2024
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"AI-based & heuristic workflow scheduling in cloud and fog computing: a systematic review"
Sadoon Azizi,
Navid Khaledian,
Markus Voelp,
Mirsaeid Hosseini Shirvani
Cluster Computing,
2024
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"A scalable and flexible platform for service placement in multi-fog and multi-cloud environments"
Sadoon Azizi,
Mohammad Shojafar,
Pedram Farzin,
Omer Rana
The Journal of Supercomputing,
2024
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"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
Computer Communications,
2024
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"IKH-EFT: An improved method of workflow scheduling using the krill herd algorithm in the fog-cloud environment"
Vafa Maihami,
Sadoon Azizi,
Kayhan Khamforoosh,
Navid Khaledian
Sustainable Computing-Informatics & Systems,
2023
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"ECQ: An Energy-Efficient, Cost-Effective and Qos-Aware Method for Dynamic Service Migration in Mobile Edge Computing Systems"
Sadoon Azizi,
Awder Ahmed,
Subhi R. M. Zeebaree
Wireless Personal Communications,
2023
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"An efficient route selection mechanism based on network topology in battery-powered internet of things networks"
Sadoon Azizi,
Tania Taami,
Ramin Yarinezhad
Peer-to-Peer Networking and Applications,
2023
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"Unequal sized cells based on cross shapes for data collection in green Internet of Things (IoT) networks"
Sadoon Azizi,
Tania Taami,
Ramin Yarinezhad
Wireless Networks,
2023
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"DECO: A Deadline-Aware and Energy-Efficient Algorithm for Task Offloading in Mobile Edge Computing"
Sadoon Azizi,
Majed Othman,
Hana Khamfroush
IEEE Systems Journal,
2023
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"A novel Q-learning-based hybrid algorithm for the optimal offloading and scheduling in mobile edge computing environments"
Sadoon Azizi,
Somayeh Yeganeh,
Amin Babazadeh Sangar
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS,
2023
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"A fuzzy approach for optimal placement of IoT applications in fog-cloud computing"
Sadoon Azizi,
Farhad Tavousi,
Abdulbaghi Ghaderzadeh
Cluster Computing-The Journal of Networks Software Tools and Applications,
2022
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"Optimizing deadline violation time and energy consumption of IoT jobs in fog–cloud computing"
Alireza Abdollahpouri,
Sadoon Azizi,
Samaneh Dabiri
NEURAL COMPUTING & APPLICATIONS,
2022
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"Deadline-aware and energy-efficient IoT task scheduling in fog computing systems: A semi-greedy approach"
Sadoon Azizi,
Mohammad Shojafar,
Jemal Abawajy,
Rajkumar Buyya
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS,
2022
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"LPWAN‑based hybrid backhaul communication for intelligent transportation systems: architecture and performance evaluation"
Amir sheikh ahmedi,
Sadoon Azizi,
Taghi Shahgholi,
Kayhan Khamforoosh
EURASIP Journal on Wireless Communications and Networking,
2021
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"Monitoring rocket (Eruca sativa) growth parameters using the Internet of Things under supplemental LEDs lighting"
Alireza Abdollahpouri,
Nasser Ghaderi,
Sadoon Azizi,
Jolan Jamal,
Behrooz Sarabi,
Arturo Silva-Ordaz,
Victor Casta˜no-Meneses
Sensing and Bio-Sensing Research,
2021
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"A priority, power and traffic-aware virtual machine placement of IoT applications in cloud data centers"
Sadoon Azizi,
Mohammad Shojafar,
Shvan Omer Salih,
Rahim Tafazzoli
JOURNAL OF SYSTEMS ARCHITECTURE,
2021
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"Joint QoS-aware and Cost-efficient Task Scheduling for Fog-cloud Resources in a Volunteer Computing System"
Sadoon Azizi,
Farooq Hoseiny,
Mohammad Shojafar,
Rahim Tafazzoli
ACM Transactions on Internet Technology,
2021
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"GRVMP: A Greedy Randomized Algorithm for Virtual Machine Placement in Cloud Data Centers"
Sadoon Azizi,
Mohammad Shojafar,
Jemal Abawajy,
Rajkumar Buyya
IEEE Systems Journal,
2021
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"An energy-efficient routing protocol for the Internet of Things networks based on geographical location and link quality"
Sadoon Azizi,
Ramin Yarinezhad
COMPUTER NETWORKS-THE INTERNATIONAL JOURNAL OF COMPUTER AND TELECOMMUNICATI,
2021
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"Priority, network and energy-aware placement of IoT-based application services in fog-cloud environments"
Sadoon Azizi,
Mohammad Shojafar,
Hiwa Omer Hassan
IET Communications,
2020
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"An energy-efficient algorithm for virtual machine placement optimization in cloud data centers"
Sadoon Azizi,
Mazhar Zandsalimi,
Dawei Li
Cluster Computing-The Journal of Networks Software Tools and Applications,
2020
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"BSFS: A Bidirectional Search Algorithm for Flow Scheduling in Cloud Data Centers"
Alireza Abdollahpouri,
Sadoon Azizi,
Hasibeh Naseri
Journal of Information Systems and Telecommunication,
2019
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"A priority-based service placement policy for Fog-Cloud computing systems"
Sadoon Azizi,
Fariba Khosroabadi,
Mohammad Shojafar
Computational Methods for Differential Equations,
2019
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"A Flexible and High-Performance Data Center Network Topology"
Sadoon Azizi,
Naser Hashemi,
Ahmad Khonsari
JOURNAL OF SUPERCOMPUTING,
2017
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"HHS: an efficient network topology for large-scale data centers"
Sadoon Azizi,
Naser Hashemi,
Ahmad Khonsari
JOURNAL OF SUPERCOMPUTING,
2016
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"A fault-tolerant routing algorithm in HyperX topology based on unsafety vectors"
Sadoon Azizi,
Farshad Safaei,
Milad Roozikhar
JOURNAL OF SUPERCOMPUTING,
2015
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"On the topological properties of HyperX"
Sadoon Azizi,
Naser Hashemi,
Farshad Safaei
JOURNAL OF SUPERCOMPUTING,
2013
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"Comparison between Topological Properties of HyperX and Generalized Hypercube for Interconnection Networks"
Sadoon Azizi,
Naser Hashemi,
Mohammad Amiri Zarandi
Journal of Mathematics and Computer Science,
2013
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"Performance analysis of a fault tolerant multistage interconnection network with backpressure blocking mechanism"
Sadoon Azizi,
Naser Hashemi,
Farshad Safaei,
Mohammad Amiri Zarandi
Journal of American Science,
2012
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"Service Placement for Internet of Things in Hierarchical Fog–Cloud Environments Using an Elitism-Based Genetic Algorithm"
Sadoon Azizi,
Farhad Tavousi,
Abdulbaghi Ghaderzadeh
علوم رایانش و فناوری اطلاعات,
2025
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"یک مدل چندهدفه برای بهینه سازی زمان بندی وظیفه ها در محیط های رایانشی مه-ابر"
Sadoon Azizi
رايانش نرم و فناوري اطلاعات,
2022
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"بررسی و مقایسه جامع فناوریهای بیسیم برای اینترنت اشیاء"
Sadoon Azizi,
Kasra Rashidi
مجله علوم رايانشي - Computing Science Journal,
2019
Conference Paper
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"بهبود توازن بار در رایانش ابری با استفاده از الگوریتم وال سفید: رویکردی مبتنی بر چند شاخص عملکردی"
Sadoon Azizi,
Abdulbaghi Ghaderzadeh,
Sedigheh Yeganeh
11th International Conference on Electrical, Computer and Mechanical Engineering,
2025
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"الگوریتم های زمانبندی وظایف در محیط های رایانش ابری و مه، بطور خاص الگوریتم های مبتنی بر یادگیری ماشین: یک تحلیل مروری"
Sadoon Azizi,
Abdulbaghi Ghaderzadeh,
Sedigheh Yeganeh
11th International Conference on Electrical, Computer and Mechanical Engineering,
2025
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"Adaptive Resource Scaling Algorithm for Serverless Computing Applications"
Sadoon Azizi,
Ayshe Rashidi,
Mohammed Ali Awla
The 3rd International Conference on Engineering and Innovative Technology (ICEIT2024),
2024
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"Interlayer Link Prediction by Analyzing Matching Degree in Multiplex Networks"
Alireza Abdollahpouri,
Sadoon Azizi,
Sakar Omar Khdir,
Shahla Havas
10th International Conference on Web Research (ICWR2024),
2024
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"Enhancing Irrigation Systems in Edge-enabled IOT Environments"
Rojiar Pir mohammadiani,
Sadoon Azizi,
Zana Ismael Khdhir,
Zaniar Pir Mohamamdiani
5 th International Conference on Communication Engineering and Computer Science (CIC-COCOS’2024),
2024
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"A Multistart Power of d Choices Strategy for Edge Server Placement Problem"
Alireza Abdollahpouri,
Sadoon Azizi,
Shahla Havas
The 7th International Conference on Internet of Things and Its Applications,
2023
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"Heterogeneity-aware Load Balancing in Serverless Computing Environments"
Sadoon Azizi,
Sina Heidari
The 7th International Conference on Internet of Things and Its Applications,
2023
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"ارائه یک الگوریتم تعادل بار برای جایابی سرورهای لبه در رایانش لبه همراه"
Sadoon Azizi,
ramin karimi,
Sevda Zarei,
Ayshe Rashidi
1st International Conference and 6th National Conference on Computers, information technology and applications of artificial intelligence,
2023
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"D2FO: Distributed Dynamic Offloading Mechanism for Time-Sensitive Tasks in Fog-Cloud IoT-based Systems"
Sadoon Azizi,
Ismail Ataie,
Tania Taami,
Md Mainuddin,
Daniel Schwartz
41st IEEE International Performance, Computing, and Communications Conference,
2022
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"FLEX: A Platform for Scalable Service Placement in Multi-Fog and Multi-Cloud Environments"
Sadoon Azizi,
Mohammad Shojafar,
Pedram Farzin,
Omer Rana,
Mukesh Singhal
Australasian Computer Science Week 2022 (SESSION: Australian Symposium on Parallel and Distributed Computing (AusPDC 2022)),
2022
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"An IoT-Fog-Cloud Framework for Demand Side Management in Smart Grid"
Sadoon Azizi,
Yasin Bloorchi
5th International Conference on Internet of Things and Applications (IoT),
2021
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"PGA: A Priority-aware Genetic Algorithm for Task Scheduling in Heterogeneous Fog-Cloud Computing"
Fardin Ahmadizar,
Sadoon Azizi,
Farooq Hoseiny,
Mohammad Shojafar,
Rahim Tafazzoli
IEEE International Conference on Computer Communications (IEEE INFOCOM WKSHPS: ICCN 2021),
2021
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"Using the Power of Two Choices for Real-Time Task Scheduling in Fog-Cloud Computing"
Sadoon Azizi,
Farooq Hoseiny,
Samaneh Dabiri
4the CONFERENCE ON SMART CITIES, INTERNET OF THINGS AND APPLICATIONS (SCIOT 2020),
2020
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"طراحی و پیاده سازی سیستم جزیره حرارتی شهری با استفاده از اینترنت اشیأ"
Mohammad Darand,
Sadoon Azizi,
Fatima Fazli,
Ali Azizipour
4the CONFERENCE ON SMART CITIES, INTERNET OF THINGS AND APPLICATIONS (SCIOT 2020),
2020
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"Towards Optimal System Deployment for Edge Computing: A Preliminary Study"
Sadoon Azizi,
Dawei Li,
Chigozie Asikaburu,
Boxiang Dong,
Huan Zhou
2020 29th International Conference on Computer Communications and Networks (ICCCN),
2020
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"IoT-Fog-Cloud Systems: Architecture, Challenges and Research Directions"
Sadoon Azizi
International Symposium on Applied Computing,
2019
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"A QoS-aware Service Placement Algorithm for Fog-Cloud Computing Environments"
Sadoon Azizi,
Fariba Khosroabadi
4th International Conference on Natural Sciences (ICNS2019)-Mathematics & Computer,
2019
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"ارائه یک سامانه کارآمد مبتنی بر اینترنت اشیاء برای هوشمندسازی پارکینگ خودرو"
Sadoon Azizi,
Kasra Paketeqad
2018 Smart Grid Conference (SGC),
2018
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"ارائه یک سیستم هوشمند مبتنی بر اینترنت اشیاء برای صنعت کشاورزی"
Sadoon Azizi,
Sanaan Marabi,
Soroush Sabeti
4th International Congress on Technology, Communication and Knowledge (ICTCK2018), Mashhad, Iran, 2018,
2018
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"نقش پروتکل 6LoWPAN در امنیت اینترنت اشیاء"
Sadoon Azizi,
Abobakr Mostafanejad,
Farooq Hoseiny
National Conference on New Technologies in Electrical and Computer Engineering,
2018
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"ارائه یک الگوریتم مسیریابی تحمل پذیر اشکال کارآمد برای شبکه مبنا-بالای هایپرایکس"
Sadoon Azizi,
Arash Jokar
2nd International Congress on Technology, Communication and Knowledge (ICTCK2015),
2015
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"درخت چاق سرور محور: یک معماری مقیاسپذیر بالا برای شبکه مراکز داده"
Sadoon Azizi,
Naser Hashemi
چهارمين كنفرانس بين المللي مديريت فناوري اطلاعات، ارتباطات و كامپيوتر,
2014
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"تحلیل و ارزیابی کارایی معماری شبکه مراکز داده در رایانش ابری"
Sadoon Azizi,
Naser Hashemi
6th Conference on Information and Knowledge Technology (IKT 2014),
2014
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"تحلیل پارامترهای آسیب پذیری توپولوژی هایپرایکس"
Sadoon Azizi,
Naser Hashemi,
Farshad Safaei
National Conference on Computer and Electronic Engineering (Sarvestan),
2013
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"ارزیابی هزینه پیکربندی های مختلف شبکه های میان ارتباطی"
Sadoon Azizi,
Naser Hashemi
National Conference on Information Technology and Computer Networks (Tabas),
2013
