Monshizadeh

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Hossein Monshizadeh

Assistant Professor of Computer Engineering at IAU

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Biography

Hossein Monshizadeh Naeen received his Ph.D. in Computer Engineering in 2019. He also received his B.Sc. and M.Sc. degrees in Computer Engineering in 2010 and 2013, respectively. He is an assistant professor at the Islamic Azad University (IAU) of Neyshabur, Neyshabur, Iran. Currently, He is the head of the Department of Computer Engineering at IAU-Neyshabur. His current research interests include Fog & Cloud Computing, Internet of Things, Computer Networks, Data Mining, and Stochastic Processes.

Affiliation:
Department of Computer Engineering, Neyshabur Branch, IAU, Neyshabur, Iran
Status:
Head of Computer Engineering Department, IAU-Neyshabur
Language:
English (Fluent)
Persian (Native)
Email:
monshizade{at}gmail.com
Telegram:
monshizadeh_h
Hossein Monshizadeh

Research Interests

  • Cloud computing, Distributed systems
  • Internet of Things (IoT)
  • Data mining
  • Stochastic processes, Stochastic algorithms, Markov chains
  • Soft computing

Publications

  • Hajian, F., Yusefi, E., & Monshizadeh Naeen, H. (2025). Evaluating Hybrid Models and Google Earth Engine for Predicting Climate Change Impacts on Runoff in the Kasilian Catchment, Northern Iran. Journal of Drought and Climate Change Research (JDCR).
  • Monshizadeh Naeen, M. A., Ghaffari, H. R., & Monshizadeh Naeen, H. (2024). Cloud data center cost management using virtual machine consolidation with an improved artificial feeding birds algorithm. Computing, 106(6), 1795-1823.
  • Naghibi, M., & Monshizadeh Naeen, H. (2024). Improving the performance of virtual machine consolidation using Markov chain model in cloud computing environments [Persian]. In 9th National Conference on Modern Studies and Research in Computer, Electrical, and Mechatronics Engineering.
  • Hajian, F., & Monshizadeh Naeen, H. (2024). Machine Learning and Hybrid Models for Assessing Climate Change Impacts on Runoff in the Kasilian Catchment, Northern Iran. Journal of Applied Research in Water and Wastewater, 11(2), 95-101.
  • Naghibi, M., & Monshizadeh Naeen, H. (2024). A Study of Cloud Software Environment Models: Development Trends, Value Chain, and Applications [Persian]. 1st International Conference on Information Technology, Management, and Computer.
  • Alizadeh Javaheri, S.D., Ghaemi, R. & Monshizadeh Naeen, H. (2023). An autonomous architecture based on reinforcement deep neural network for resource allocation in cloud computing. Computing .
  • Hajimirza, V., Ghaemi, R., & Monshizadeh Naeen, H., (2023). K-NNIRA: A learning algorithm for assignment of missing values of scientific & moral features of students in education big data [Persian]. In 9th National Conference of Modern Finding In Sciences ، and Technology in Computer Sciences ، Management and Accounting, Tehran, Iran, ISC.
  • Monshizadeh Naeen, H. (2022). Cost reduction using SLA-aware genetic algorithm for consolidation of virtual machines in Cloud data centers, International Journal of Information and Communication (IJICT), 14(2), 14-22.
  • Sarchahi Z., Monshizadeh Naeen, H., & Roohparvar, S. (2022), Improvement in real-time workflow scheduling in cloud computing environment [Persian], 8th National Congress of Electrical and Computer Engineering of Iran. (pp. 1-10) ISC.
  • Monshizadeh Naeen, H. (2021, October). Virtual machine consolidation using SLA-aware genetic algorithm placement for data centers with non-stationary workloads. In 2021 11th International Conference on Computer Engineering and Knowledge (ICCKE) (pp. 150-156). IEEE.
  • Monshizadeh Naeen, H., Mirzaee, S. M., & Monshizadeh Naeen, H., (2021). Phishing detection in internet and social networks using artificial neural network and feature selection [Persian]. In 4th International Conference on Interdisciplinary Researches in Electrical, Computer, Mechanical and Mechatronics Engineering in Iran and Islamic World, Tehran, Iran, CIVILICA.
  • Roknizadeh M., & Monshizadeh Naeen, H. (2021). A Hybrid optimized ensemble algorithm based on Genetic Programming for imbalanced data classification. Twelfth International Conference on Information Technology, Computer and Telecommunications, Tbilisi, Georgia. (pp. 1-11).
  • Roknizadeh M., Monshizadeh Naeen, H., & Sabet H.R. (2021) Detection of anomalies in the IoT network by Moth-flame optimization algorithm and network traffic analysis in Apache Spark [Persian], Twelfth International Conference on Information Technology, Computer and Telecommunications, Tbilisi, Georgia. (pp. 1-14).
  • Monshizadeh Naeen, H., Zeinali, E., & Haghighat, A. T. (2020). A stochastic process-based server consolidation approach for dynamic workloads in cloud data centers. The Journal of Supercomputing, 76(3), 1903-1930.
  • Monshizadeh Naeen, H., Zeinali, E., & Toroghi Haghighat, A. (2020). Adaptive Markov‐based approach for dynamic virtual machine consolidation in cloud data centers with quality‐of‐service constraints. Software: Practice and Experience, 50(2), 161-183.
  • Monshizadeh Naeen, H., & Jalali, M. (2018). A decentralized trust-aware collaborative filtering recommender system based on weighted items for social tagging systems, Second EAI International Conference, SGIoT 2018, Niagara Falls, ON, Canada.
  • Monshizadeh Naeen, H., & Haghighat, A. T. (2015). Presenting a trust-aware recommender system based on weighted items [Persian]. In the 5th joint conference of AI & Robotics and the 7th RoboCup IranOpen International Symposium.
  • Monshizadeh Naeen, H., Jalali, M., & Naeen, A. M. (2014, February). A trust-aware collaborative filtering system based on weighted items for social tagging systems. In 2014 Iranian Conference on Intelligent Systems (ICIS) (pp. 1-5). IEEE.

Scientific Services & Relevant Experiences

  • Software engineer and R&D member at Rajman Information Structure and Neshan Project (نشان), 2015 – 2013
  • Research and development of location-based systems (LBS) at Rajman Information Structure Company
  • Referee of paper(s) at IEEE 13th International Conference on Computer and Knowledge Engineering (ICCKE 2023) – Mashhad, Iran.
  • Referee of paper(s) at IEEE International Conference on Electrical, Computer and Energy Technologies (ICECET 2022) – Prague, Czech Republic.
  • Referee of paper(s) at IEEE International Conference on Electrical, Computer and Energy Technologies (ICECET 2021) – Cape Town, South Africa.
  • Referee of paper(s) at IEEE International Congress on Technology, Communication and Knowledge (ICTCK 2015) – Mashhad, Iran.
  • Member of Mentors Committee, Neishabour Startup Weekend 2017
  • System analyst and developer of Intelligent Educational Timetable System (سهبا), 2011
  • Designing the framework of “Razavi Elites and Scientists Network” for Astan Quds Razavi, 2020
  • Preparation of the RFP for Rasad Project of Astan Quds Razavi, 2020
  • Preparation of the RFP for Recommender System of Digital Library of Astan Quds Razavi, 2020
  • Designing and implementing the Employees Management System for Islamic Azad University of Neishabur, 2022-2023

Skills

  • Programming Languages: C# (.NET Core), Java, C++, MATLAB
  • Software and Tools: CloudSim, Weka, RapidMiner, Fuzzy Logic Toolbox (MATLAB)

Peer Review

Publisher: SPRINGER

8 reviews of 6 manuscripts (2019-2022)
peer review: springer

Cluster Computing (JCR) – ISSN: 1573-7543 – Impact factor (2019): 3.45

The Journal of Supercomputing (JCR) – ISSN: 1573-0484 – Impact factor (2021): 2.557

Publisher: ELSEVIER

1 review of 1 manuscript (2022)
peer review: elsevier
Journal of Systems and Software (JCR) – ISSN: 1873-1228 – Impact factor (2021): 3.51

Publisher: EMERALD

3 reviews of 3 manuscripts (2021-2023)
peer review: emerald

Kybernetes (JCR) – ISSN: 0368-492X – Impact factor (2021): 2.35

Publisher: INDERSCIENCE

2 reviews of 2 manuscripts (2022)
full stack

International Journal of Ad Hoc and Ubiquitous Computing (JCR) – ISSN: 1743-8225 – Impact factor (2021): 0.78

International Journal of Wireless and Mobile Computing (SJR) – ISSN: 1741-1084 – Cite score (2021): 0.9

Memberships & Awards

  • Iran's National Elites Foundation (INEF) (بنياد ملي نخبگان‎)
  • Member of the Scientific Committee of Twelfth International Conference on Information Technology, Computer and Telecommunications, Tbilisi, Georgia (2021).
  • Member of Neyshabur Startup Weekend Mentors Committee (2017)
  • Member of the research team of the GridLab at the Mechatronic Research Center of the Islamic Azad University of Qazvin, 2015
  • Member of Scientific Council of Computer and Information Technology of Gas Industries, IAU-Dabirkhaneh Payesh Azad (2021-2023)

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Email:
monshizade{at}gmail.com