Personal information

Verified email addresses

Verified email domains

High Performance Computing (HPC), Economic Network Modeling , Convex Optimization and Metaheuristic Approaches, Big Data Analysis, E-marketing Behavioral Measurement and Assessment, Quantitative E-marketing Researches
Iran

Biography

Mohammad Hossein Rezvani was born in 1975 in Tehran, Iran. He is currently a faculty member of Computer and Information Technology Engineering at Qazvin Branch of Islamic Azad University (IAU), Qazvin, Iran. He received a B.Sc. in hardware engineering from Amirkabir University of Technology (Tehran Polytechnics) in 1999, and M.Sc. degree in computer engineering from Iran University of Science and Technology (IUST) in 2002. He received his Ph.D. degree in computer engineering from IUST in 2011. In February 2012, Dr. Rezvani joined Iran Computer and Video Games Foundation (ICVGF) as an R&D consultant. He cooperated with an academic work-group in ICVGF to develop a new academic major, named “Computer Game Design”. After approval of the new major in 2012, Dr. Rezvani was the dean of department of "Computer Game Development" in ICVGF, a branch of the “University of Applied Science and Technology (UAST)” in Tehran, Iran, until 2016. His major research interest is high performance computing (HPC) with the topics such as performance analysis, analytical modeling, optimization of computer networks, economic network modeling, convex optimization, and metaheuristic approaches. He also is interested in E-marketing behavioral measurement and assessment, and quantitative E-marketing researches.

Activities

Employment (2)

Qazvin Islamic Azad University: Qazvin, Qazvin, IR

2015 to present | Assistant Professor (Computer Engineering and Information Technology)
Employment
Source: Self-asserted source
Mohammad Hossein Rezvani

University of Applied Science and Technology: Tehran, Tehran, IR

2012 to 2016 | dean of department (Iran Computer and Video Games Foundation (ICVGF))
Employment
Source: Self-asserted source
Mohammad Hossein Rezvani

Education and qualifications (3)

Iran University of Science and Technology: Tehran, Tehran, IR

2005 to 2011 | Ph.D. (Computer Engineering)
Education
Source: Self-asserted source
Mohammad Hossein Rezvani

Iran University of Science and Technology: Tehran, Tehran, IR

1999 to 2002 | M.Sc. (Computer Engineering)
Education
Source: Self-asserted source
Mohammad Hossein Rezvani

Amirkabir University of Technology: Tehran, Tehran, IR

1994 to 1999 | B.Sc. (Computer Engineering)
Education
Source: Self-asserted source
Mohammad Hossein Rezvani

Works (50 of 52)

Items per page:
Page 1 of 2

An optimal context-aware content-based movie recommender system using genetic algorithm: a case study on MovieLens dataset

Journal of Experimental & Theoretical Artificial Intelligence
2024-11-16 | Journal article
Contributors: Alireza Abdolmaleki; Mohammad Hossein Rezvani
Source: check_circle
Crossref

A robust beamforming with antenna selection approach for dense antenna arrays under limited CSI

Physical Communication
2024-08 | Journal article
Contributors: Azadeh Pourkabirian; Fereshteh Koushki; Mohsen Torabian; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Entropy‐aware energy‐efficient virtual machine placement in cloud environments using type information

Concurrency and Computation: Practice and Experience
2024-07-10 | Journal article
Contributors: Tayebeh Sadat Mousavi; Achyut Shankar; Mohammad Hossein Rezvani; Hamid Ghadiri
Source: check_circle
Crossref

Machine learning methods for service placement: a systematic review

Artificial Intelligence Review
2024-02-17 | Journal article
Contributors: Parviz Keshavarz Haddadha; Mohammad Hossein Rezvani; Mahdi MollaMotalebi; Achyut Shankar
Source: check_circle
Crossref

Multiobjective Offloading Optimization in Fog Computing Using Deep Reinforcement Learning

Journal of Computer Networks and Communications
2024-01 | Journal article
Contributors: Hojjat Mashal; Mohammad Hossein Rezvani; Ihsan Ali
Source: check_circle
Crossref

Reinforcement Learning Methods for Computation Offloading: A Systematic Review

ACM Computing Surveys
2024-01-31 | Journal article
Contributors: Zeinab Zabihi; Amir Masoud Eftekhari Moghadam; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Machine learning-based computation offloading in edge and fog: a systematic review

Cluster Computing
2023-10 | Journal article
Contributors: Sanaz Taheri-abed; Amir Masoud Eftekhari Moghadam; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Ensemble classification using balanced data to predict customer churn: a case study on the telecom industry

Multimedia Tools and Applications
2023-10-19 | Journal article
Contributors: Omid Soleiman-garmabaki; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Joint optimization of energy consumption and time delay in IoT-fog-cloud computing environments using NSGA-II metaheuristic algorithm

Journal of Ambient Intelligence and Humanized Computing
2023-03 | Journal article
Contributors: Vahid Jafari; Mohammad Hossein Rezvani
Source: check_circle
Crossref

An Auction-Based Bid Prediction Mechanism for Fog-Cloud Offloading Using Q-Learning

Complexity
2023-01-17 | Journal article
Contributors: Reza Besharati; Mohammad Hossein Rezvani; Mohammad Mehdi Gilanian Sadeghi; Roberto Natella
Source: check_circle
Crossref

Energy-aware and carbon-efficient VM placement optimization in cloud datacenters using evolutionary computing methods

Soft Computing
2022-09 | Journal article
Contributors: Tahereh Abbasi-khazaei; Mohammad Hossein Rezvani
Source: check_circle
Crossref

A bartering double auction resource allocation model in cloud environments

Concurrency and Computation: Practice and Experience
2022-08-30 | Journal article
Contributors: Mohammad Hossein Ghasemian Koochaksaraei; Abolfazl Toroghi Haghighat; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Partial offloading with stable equilibrium in fog-cloud environments using replicator dynamics of evolutionary game theory

Cluster Computing
2022-04 | Journal article
Contributors: Mohammad Hassan Khoobkar; Mehdi Dehghan Takht Fooladi; Mohammad Hossein Rezvani; Mohammad Mehdi Gilanian Sadeghi
Source: check_circle
Crossref

An Optimized Message Routing Approach Inspired by the Landlord-Peasants Game in Disruption-tolerant Networks

Ad Hoc Networks
2022-01 | Journal article
Contributors: Zahra Ghafouri-ghomi; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Energy-aware and Carbon-efficient VM Placement Optimization in Cloud Datacenters Using Evolutionary Computing Methods

2022-01-12 | Preprint
Contributors: Tahereh Abbasi-khazaei; Mohammad Hossein Rezvani
Source: check_circle
Crossref

An Incentive-Compatible Routing Protocol for Delay-Tolerant Networks Using Second-Price Sealed-Bid Auction Mechanism

Wireless Personal Communications
2021-12-02 | Journal article
Contributors: Amir Babazadeh Nanehkaran; Mohammad Hossein Rezvani
Source: check_circle
Crossref

An Incentive-Compatible Offloading Mechanism in Fog-Cloud Environments Using Second-Price Sealed-Bid Auction

Journal of Grid Computing
2021-09 | Journal article
Contributors: Reza Besharati; Mohammad Hossein Rezvani; Mohammad Mehdi Gilanian Sadeghi
Source: check_circle
Crossref

Delay-aware optimization of energy consumption for task offloading in fog environments using metaheuristic algorithms

Cluster Computing
2021-09-11 | Journal article
Contributors: Maryam Keshavarznejad; Mohammad Hossein Rezvani; Sepideh Adabi
Source: check_circle
Crossref

An optimized content delivery approach based on demand–supply theory in disruption-tolerant networks

Telecommunication Systems
2021-02-26 | Journal article
Contributors: Samira Esfandiari; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Utilization-aware energy-efficient virtual machine placement in cloud networks using NSGA-III meta-heuristic approach

Cluster Computing
2020-12-12 | Journal article
Contributors: Elnaz Parvizi; Mohammad Hossein Rezvani
Source: check_circle
Crossref

A novel optimized approach for resource reservation in cloud computing using producer–consumer theory of microeconomics

The Journal of Supercomputing
2019-11-15 | Journal article
Contributors: Alireza Mohammadi; Mohammad Hossein Rezvani
Source: check_circle
Crossref

Multi-objective virtual network function placement using NSGA-II meta-heuristic approach

The Journal of Supercomputing
2019-10-19 | Journal article
Contributors: Sanaz Tavakoli-Someh; Mohammad Hossein Rezvani
Source: check_circle
Crossref

RBCRP: A Routing Approach Based on Crowded Rendezvous Points in Delay Tolerant Networks

2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI)
2019-02 | Conference paper
Source: Self-asserted source
Mohammad Hossein Rezvani
grade
Preferred source (of 5)‎

Optimization of virtual machines placement based on microeconomics theory in cloud network

2017 IEEE 4th International Conference on Knowledge-Based Engineering and Innovation, KBEI 2017
2018 | Conference paper
EID:

2-s2.0-85049152043

Contributors: Mohammadi, A.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Gamers' Behaviour and Communication Analysis in Massively Multiplayer Online Games: A Survey

2018 2nd National and 1st International Digital Games Research Conference: Trends, Technologies, and Applications (DGRC)
2018-11 | Conference paper
Source: Self-asserted source
Mohammad Hossein Rezvani
grade
Preferred source (of 2)‎

Cloud Computing Security Solution Based on GRC Method and Fully Homomorphic Encryption Algorithm in a Private Cloud

International Journal of Science and Engineering Investigations
2017 | Journal article
Source: Self-asserted source
Mohammad Hossein Rezvani

A framework for resource allocation in multi-service multi-rate overlay networks based on microeconomic theory

Journal of Network and Systems Management
2011 | Journal article
EID:

2-s2.0-79952183806

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

An economic auction-based mechanism for multi-service overlay multicast networks

Communications in Computer and Information Science
2011 | Book
EID:

2-s2.0-79955078154

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Microeconomics-based resource allocation in overlay networks by using non-strategic behavior modeling

Communications in Nonlinear Science and Numerical Simulation
2011 | Journal article
EID:

2-s2.0-77955923742

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Strategic behavior modeling of multi-service overlay multicast networks based on auction mechanism design

Journal of Parallel and Distributed Computing
2011 | Journal article
EID:

2-s2.0-79958263272

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Toward microeconomic allocation of resources in multi-service overlay networks

Journal of Computer and Systems Sciences International
2011 | Journal article
EID:

2-s2.0-84855515321

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Towards strategic bandwidth sharing in overlay multicast networks based on mechanism design theory

Procedia Computer Science
2011 | Conference paper
EID:

2-s2.0-79952493835

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Towards strategic resource allocation in overlay networks based on monopoly auction mechanism

2011 IEEE Consumer Communications and Networking Conference, CCNC'2011
2011 | Conference paper
EID:

2-s2.0-79957902634

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

A case for content distribution in peer-to-peer networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78649883207

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

A case for multi-service overlay multicast networks based on auction mechanism

Proceedings - 2011 8th International Conference on Information Technology: New Generations, ITNG 2011
2010 | Conference paper
EID:

2-s2.0-80051518383

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

A non-strategic microeconomic model for single-service multi-rate application layer multicast

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78649503233

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

An economic case for end system multicast

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78049375235

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

An economic model for multi-service overlay multicast networks based on walrasian general equilibrium

Economic Computation and Economic Cybernetics Studies and Research
2010 | Journal article
EID:

2-s2.0-84867271143

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

An information economy for single-service application layer multicast networks

2010 15th IEEE International Workshop on Computer Aided Modeling, Analysis and Design of Communication Links and Networks, CAMAD 2010
2010 | Conference paper
EID:

2-s2.0-79951483806

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Probabilistic proximity-aware resource location in peer-to-peer networks using resource replication

International Journal of Computers, Communications and Control
2010 | Journal article
EID:

2-s2.0-77957784796

Contributors: Analoui, M.; Sharifi, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Rate allocation in overlay networks based on theory of firm consumer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-77951518906

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Towards microeconomic resource sharing in end system multicast networks based on Walrasian general equilibrium

AIP Conference Proceedings
2010 | Conference paper
EID:

2-s2.0-79251584961

Contributors: Rezvani, M.H.; Analoui, M.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Towards microeconomic resources allocation in overlay networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78649812325

Contributors: Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

A simulation-based study on memory design issues for embedded systems

Lecture Notes in Electrical Engineering
2008 | Book
EID:

2-s2.0-78651590270

Contributors: Sharifi, M.; Soryani, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Performance evaluation of decision tree for intrusion detection using reduced feature spaces

Lecture Notes in Electrical Engineering
2008 | Book
EID:

2-s2.0-78651586534

Contributors: Bidgoli, B.M.; Analoui, M.; Rezvani, M.H.; Shahhoseini, H.S.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

A simulation-based study of 2-level TLB and cache performance of the SPEC CPU2000 benchmarks

Lecture Notes in Engineering and Computer Science
2007 | Conference paper
EID:

2-s2.0-84888326508

Contributors: Sharifi, M.; Soryani, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Hierarchical classifier combination and its application in networks intrusion detection

Proceedings - IEEE International Conference on Data Mining, ICDM
2007 | Conference paper
EID:

2-s2.0-49549096638

Contributors: Analoui, M.; Bidgoli, B.M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Hierarchical two-tier ensemble learning: A new paradigm for network intrusion detection

International Conference on Information and Knowledge Management, Proceedings
2007 | Conference paper
EID:

2-s2.0-79959657578

Contributors: Analoui, M.; Bidgoli, B.M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Performance analysis of decision tree for intrusion detection with reduced DARPA offline feature sets

Lecture Notes in Engineering and Computer Science
2007 | Conference paper
EID:

2-s2.0-84888318159

Contributors: Bidgoli, B.M.; Shahhoseini, H.S.; Analoui, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier

Performance evaluation of cache memory organizations in embedded systems

Proceedings - International Conference on Information Technology-New Generations, ITNG 2007
2007 | Conference paper
EID:

2-s2.0-34548126967

Contributors: Soryani, M.; Sharifi, M.; Rezvani, M.H.
Source: Self-asserted source
Mohammad Hossein Rezvani via Scopus - Elsevier
Items per page:
Page 1 of 2

Peer review (99 reviews for 19 publications/grants)

Review activity for Artificial intelligence review. (3)
Review activity for Computers & education. (1)
Review activity for Computers & electrical engineering. (1)
Review activity for Decision analytics journal. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Future generation computer systems. (1)
Review activity for Heliyon. (1)
Review activity for Journal of ambient intelligence & humanized computing (49)
Review activity for Journal of cloud computing. (1)
Review activity for Journal of computational science. (1)
Review activity for Journal of grid computing. (1)
Review activity for Journal of parallel and distributed computing. (1)
Review activity for Knowledge-based systems. (1)
Review activity for Multimedia tools and applications. (2)
Review activity for PloS one. (2)
Review activity for Results in engineering. (4)
Review activity for Soft computing. (13)
Review activity for Sustainable computing. (8)
Review activity for The journal of supercomputing. (7)