Brief CV
Seyedeh Leili Mirtaheri is a faculty member of the Electrical and Computer Engineering Department at Kharazmi University. She is researching next-generation high-performance computing systems and GPU Computing. She worked as a researcher in Excellent Center of High-Performance Computing for Parallel and Distributed Processing in Italy. Her research interests are distributed and parallel systems, Exascale computing, cluster computing, mathematics, and scientific computing. She has worked on Distributed Systems and done several successful industrial experiments in these areas. She Received Exemplary Professor of Kharazmi University, Tehran, Iran, 2020 and also she Received Leading Young Research in Alborz Province, 2020. She Received the First award of Inventions at National Science Foundation Invention Festival, 2011, IUST (Iran University of Science and Technology) 's Awards for Excellence in Researching in 2009, Second Level Reward of National Science Foundation in Ph.D. duration, 2009, First Award for presenting" CSharifi: Kernel Level Cluster Management System Software," at the Khwarizmi Young Awards, 2008 and Grant of Excellent Researcher of National Science Foundation, 2008 and Iranian Organization of Scientific and Industrial Research appreciation to cooperating and presenting "A Cluster Management System Software" at the Khwarizmi International Awards, 2007.
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
M.Sc. in Software Engineering
University of Science and Technology (IUST)
Tehran
Iran
2008
2
PHD in Software Engineering,
University of Science and Technology (IUST)
Tehran
Iran
2013
3
PHD in Operations Research
University of Calabria
Calabria
Italy
2016
Awards & honors
#
title
Date
1
Received Exemplary Professor of Kharazmi University
2020
2
Received Leading Young Research in Alborz Provinc
2020
3
Received First award of Inventions for presenting. PMamut A Supply Demand management solution in distributed P2P Systems to manage all kind of resour
2011
4
Received “IUST (Iran University of Science and Technology)'s Awards for Excellence in Researching
2009
5
Received Second Level Reward of National Science Foundation in PHD duration
2009
6
Received First Award for presenting ”CSharifi: Kernel Level Cluster Management System Software
2008
7
Received Grant of Excellent Researcher of National Science Foundation
2008
8
Received Grant of Excellent Researcher of National Science Foundation
2007
Professional activities & membership
#
Professional memberships
Explanations
1
International Congress of Large Scale Computational Systems and Macro Data Analysis Top HPC 2019
Secretary of Conferences Tehran tophpc2019
2
Ninth Conference on Command and Control
Membership in the Scientific Committee of Conferences Tehran 2016
3
Top 10th International Congress of Computational Large Scale Systems and Macro Data Analysis
Secretary of Conferences Tehran tophpc2017
4
International Telecommunication Symposium
Membership in the Scientific Committee of Conferences Tehran 2018
5
Country Inventors Association
6
IEEE Member
7
National Elite Foundation
8
Kharazmi Festival Selected Association
9
young researcher club
10
Advanced Research Center for Distributed and Parallel Computing Systems
Italy
11
Operating System Lab
Iran University of Science and Technology
12
Distributed and computing systems laboratory
Iran University of Science and Technology
13
Iranian Informatics Association
14
International Supercomputer Conference
Moscow University
15
Conference on Data Centers and Infrastructure
Scientific and Industrial Research Organization
16
Member of Editor board in International Journal of Advances in Software
17
Reviewer in Journal of Parallel and Distributed Comput
18
Elsevier
19
Reviewer in Journal of Supercomputing Springer
20
Reviewer in IEEE Transaction on Parallel and Distributed Systems
21
Reviewer in Peer to Peer Networking and Applications, Springer
22
Reviewer in Future Generation Computing Systems, Elsevier
Executive Activities
#
Executive Activities Titles
Name of Organization / comment
Starting Date
Termination Date
1
Signing a memorandum of cooperation with the International University of Calabria
Cooperation leads to activation of coagulation or international agreements University
2018
2023
2
Head of Information and Communication Technology Center
Research Director
2018
3
Information and Communication Technology Consultant
kharazmi University
2018
2019
4
Faculty of Engineering
kharazmi University
2014
5
Technical consultant to evaluate the applicant's plans
Innovation and Prosperity Fund
2017
6
Judge of the National Elite Foundation Invention Festival
National Elite Foundation
2013
7
Vice Chairman of the Board of the Association of the Elect
Kharazmi Festival Center
2013
8
Board member
Dade Afarin Farda Co
2014
9
Information Technology Consultant and Legal Assistant
Ministry of Culture and Islamic Guidance
2014
2016
10
Head of Knowledge Engineering group
University of Economic Sciences
2011
2013
11
Member of the Board of Directors and Financial and Administrative Manager
Persia System Software Company
2007
2012
12
Member of Csharifi Scientific and Industrial Team Executive Director of Cluster Projects Executive Director of HPCL Project; Executive director and responsible for setting up supercomputers
Iran University of Science and Technology and Cluster System in the Faculty of Physics, Iran University of Science and Technology
2005
13
CSharifi System and Fundamental Software Design Manager
Cluster systems management
2006
2009
14
Design and implementation manager of MM5 CSharifi software
Meteorological Organization of the country
2006
2009
15
MM5 MPI software design and implementation manager
Meteorological Organization of the country
2006
2007
16
Project Technical and Engineering Manager Creating software for management and automation
Sand production companies
2001
2006
17
T
T
T
T
Inventions
#
Invention title
Reg. number
Country
contributers
Reg. date
Exp. date
Notes
1
The random numbers generator hardware
3032041
Iran
2017/11/1
-
Research interests
#
Title
Start date
1
Distributed Systems
2
Big Data Engineering
3
Resource Management System Software on Supercomputing
4
Operational Research
5
High Performance Computing System: Concept, Methodologies, Applications, System Software.
6
Peer to Peer System: Principles, Architectures, Methodologies, Applications, Languages, Computational Models, and Software Development.
7
Operating Systems concepts and architecture.
Theses supervised
#
Title
Persons
1
A Hybrid Machine Learning Model for Heart Disease Prediction by Using IOT-based WBANs Data
Mustafa Bakhshi
2
Popular Image Generation Based on Popularity Measures by Generative Adversarial Network
Narges Mohammadinejad
3
An Ant Colony Based Load Balancing Model in Fog Environment
Mahya Azari Jafari
4
An efficient CRM based approach to predict the bank telemarketing
Maryam Dolati Pre fence
5
An Efficient Resource Management Approach in Cloud Computing by Genetic Algoritm
Fereshteh Javadi Nejadrik
6
An Improved Machine Learning based Technique for Anomaly Detection in Convergence of Cloud Computing and Big Data Platforms
Hassan Torabi
7
Fraud Detection in Banking Data by Machine Learning Techniques
Seyedeh Khadijeh Hashemi
8
improving Resource management in IoT using fog computing and antlion optimizer
Payam Shams
9
Improve IoT resource management Using fog calculations and anteater optimizer
پیام شمس
10
An improved resource procurement method in fog integrated cloud systems by support vector regression
Niloufar Razani
11
An improved distributed access control model in cloud computing by blockchain
Akram Sabz Makan
12
Popular Tag Recommendation by Neural Networks in Social Media
Seyed Mohammad jaferi sadr
13
Efficient Dynamic Load Balancing Algorithm For Big Data Processing in Cloud Environment
Arman Aqdashi
14
Efficient algorithm for calculating of intermediate centrality in social networks
Mahsa Badrikta
15
Distributed resource managment in fog computing system by usinng Ant colony algorithm
Hamidreza Shirzadeh Barough
16
Design and implementation of Flexible Load Balancing Dashboard to Support Dynamic Variable in Distributed System
Seyed Arman Fatemi
17
An improved method for Intrusion & Anomaly Detection in IoT Networks Using Generative Adversarial Networks
محمدامین چیذری
18
efficient method for detecting deep fake in images
محمدرضا فرجی
Theses advised
#
Title
Persons
1
Inventory management by demand forecasting using big data analytics techniques
fahime khakpash
Courses
#
Course title
Description
Headlines
Date
Notes
File
1
System analysis and design
The purpose of this course is to acquaint software undergraduate students with the concepts of analysis and design of so
In this course, students are introduced to different types of information systems, software production and development life cycle, different software creation methods, analysis and structured design, and project management concepts
2
Software engineering
The purpose of the software engineering course is to acquaint dear students with creating quality software.
In this course, the student is introduced to the production of software as an engineering product, like other products produced in other engineering disciplines.
3
Software testing
The purpose of the software test lesson is to get acquainted with the software evaluation process in order to ensure its
The software test course is to acquaint the dear students with the software evaluation process in order to ensure its correct performance in various events that may be encountered during the software use period. Ensuring that the application is designed based on the customer's needs or not? Finding system defects; Ensuring that problems are resolved; and testing is an effective way to deliver a quality, risk-free product to the customer.cited.
Workshops contributed
#
Workshops & Courses Titles
Functional Organization
Place
Date
1
Workshop on high computing power systems in the field of defense according to the C4ISR framework
Malek Ashtar University
2
Cybersecurity Workshop, Opportunities and Challenges
kharazmi University
3
Software Engineering Workshop in the Business World
kharazmi University
4
MPI Parallel Programming Language Course Workshop
Faculty of Computer Engineering and Physics, Iran University of Science and Technology
1388
5
Advanced Linux OS Workshop
Faculty of Computer Engineering and Physics, Iran University of Science and Technology
1388
6
Workshop on parallel and distributed programming in cluster systems
Faculty of Computer Engineering and Physics, Iran University of Science and Technology
1383
7
Specialized workshop on big data systems and fast processing, convergence and ecosystem
Moscow University
8
Workshop on the current trend in new information technologies
kharazmi University
1397
Published books
#
Title
Author(s)
Publisher
Publish Date
1
Machine Learning Theory to Applications
Seyedeh Leili Mirtaheri, Reza Shahbazian
Taylor & Francis Group
2022
2
Optimized Distributed Resource Management in Fog Computing by Using Ant Colony Optimization
Seyedeh Leili Mirtaheri--Hamid Reza Shirzadeh Barough
ios press
2019
3
Future Trends of HPC in a Disruptive Scenario
Grandinetti Lucio--Joubert Gerhard--Michielsen Kristel--Seyedeh Leili Mirtaheri-- Taufer Michela--Yokota Rio
ios
2019
4
High Performance Computing and Big Data Analysis
Grandinetti Lucio--Seyedeh Leili Mirtaheri--Shahbazian Reza
Springer
2019
5
High Performance Computing and Big Data Convergence: A Technical Review
Seyedeh Leili Mirtaheri--Lucio Grandinetti
ios press
2018
6
Big Data and HPC Ecosystem and Convergence of Advances in Parallel
Lucio Grandinetti--Seyedeh Leili Mirtaheri---Reza Shahbazian---Thomas Sterling---Vladimir Voevodin
2018
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Practical autoencoder based anomaly detection by using vector reconstruction error
Hasan Torabi, Seyedeh Leili Mirtaheri, Sergio Greco
Cybersecurity
2023
Full Text
2
Popular Tag Recommendation by Neural Network in Social Media
Mohammad Jafari Sadr, Seyedeh Leili Mirtaheri, Sergio Greco, Keivan Borna
Computational Intelligence and Neuroscience
2023
Full Text
3
An Ant-colony Based Model for Load Balancing in Fog Environments
Seyedeh Leili Mirtaheri, Mahya Azari Jafari, Greco Sergio, Arianian Ehsan
Supercomputing Frontiers and Innovations
2023
Full Text
4
Popular Image Generation Based on Popularity Measures by Generative Adversarial Networks
Seyedeh Leili Mirtaheri, Narges Mohammadi nejad, Reza Shahbazian
MULTIMEDIA TOOLS AND APPLICATIONS
2022
Full Text
5
Optimized load balancing in high performance computing for big data analytics
Seyedeh Leili Mirtaheri--Lucio Grandinetti
CONCURRENCY AND COMPUTATION PRACTICE and EXPERIENCE
2021
Full Text
Original Article
6
Improve Performance by a Fuzzy-Based Dynamic Replication Algorithm in Grid, Cloud, and Fog
Mahsa Beigrezaei, Abolfazel Toroghi Haghighat, Seyedeh Leili Mirtaheri
MATHEMATICAL PROBLEMS IN ENGINEERING
2021
Full Text
Original Article
7
Novel dynamic load balancing algorithm for cloud-based big data analytics
Arman Aghdashi, Seyedeh Leili Mirtaheri
JOURNAL OF SUPERCOMPUTING
2021
Full Text
8
Minimizing job execution time in Data Grid by A fuzzy dynamic replication algorithm
Beigrezaei Mahsa, Seyedeh Leili Mirtaheri
iranian journal of optimization
2021
Full Text
9
DPAS: A Dynamic Popularity- Aware Search Mechanism for Unstructured P2P Systems
Elahe Khaibi--Sharifi Mohsen--Seyedeh Leili Mirtaheri
Peer-to-Peer Networking and Applications
2020
Full Text
Original Article
10
A Model to Create Organizational Value with Big Data Analytics
Ali Mirarab--Seyedeh Leili Mirtaheri--Seyyed Amir Asghari
COMPUTER SYSTEMS SCIENCE AND ENGINEERING
2020
Full Text
Original Article
11
Minimizing data access latency in data grids by neighborhood-based data replication and job scheduling
Mahsa Beigrezaei--Abolfazl Toroghi Haghighat--Seyedeh Leili Mirtaheri
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
2020
Full Text
Original Article
12
Key Factors of Value Creation Using Big Data Analytics for Excellence in Enterprise Strategies
Mirarab Ali--Seyedeh Leili Mirtaheri--Seyyed Amir Asghari
2019
Full Text
Original Article
13
A dynamic data dissemination mechanism for Cassandra NoSQL data store
Elahe Khatibi, Seyedeh Leili Mirtaheri
JOURNAL OF SUPERCOMPUTING
2019
Full Text
Original Article
14
Value creation with big data analytics for enterprises a survey
Ali Mirarab--Seyedeh Leili Mirtaheri--Seyyed Amir Asghari
telkomnika
2019
Full Text
Original Article
15
High Performance Computing and Big Data Convergence A Technical Review
Seyedeh Leili Mirtaheri--Lucio Grandinetti
Advances in Parallel Computing
2018
Full Text
Original Article
16
Dynamic load balancing in distributed exascale computing systems
Seyedeh Leili Mirtaheri--Lucio Grandinetti
Cluster Computing The Journal of Networks Software Tools and Applications
2017
Full Text
Original Article
17
Adaptive Load Balancing Dashboard in Dynamic Distributed Systems
Seyedeh Leili Mirtaheri--Seyed Arman Fatemi-- Grandinetti Lucio
Supercomputing Frontiers and Innovations
2017
Full Text
Original Article
18
Mapping a decade of linked data progress through co word analysis
Massoomeh Niknia--Seyedeh Leili Mirtaheri
webology
2015
Full Text
Original Article
19
Multics and Plan 9 The Big Bangs in the Distributed Computing System Universe
Seyedeh Leili Mirtaher--Ehsan Mousavi Khaneghah--Amir Saman Memaripour--Lucio Grandinetti--Mohsen Sharifi--Zarrintaj Bornaee
COMPUTING IN SCIENCE and ENGINEERING
2014
Full Text
Original Article
20
An Efficient Resource Discovery Framework for Pure Unstructured Peer to Peer Systems
Seyedeh Leili Mirtaheri--Mohsen Sharifi
Computer Networks DHMCF
2013
Full Text
Original Article
21
Time Value Model in E Commerce
Ehsan Mousavi Khaneghah--Seyedeh Leili Mirtaheri--Behrouz MinaeiBidgoli--Mohsen Sharifi--Mohammad Reza --Mani Yekta, Zarrint
Journal of Applied Social Psychology
2013
Full Text
Original Article
22
An Efficient Method for Improving Backfill Job Scheduling Algorithm in Cluster Computing Systems
Zeynab Moradpour--Hafshejani---Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah--Mohsen Sharifi
Journal of Soft Computing and Software Engineering
2013
Full Text
Original Article
23
Four dimensional Model for Describing Status of Peers in Peer to Peer Distributed Systems
Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah, Mohsen Sharifi- Behrouz Minaei-Bidgoli, Bijan Raahemi, Mohammad Norouzi Ara
Journal of Electrical Engineering & Computer
2013
Full Text
Original Article
24
Modeling and Analysis of Access Transparency and Scalability in P2P Distributed Systems
Ehsan Mousavi Khaneghah---Seyedeh Leili Mirtaheri, Mohsen Sharifi---Behrouz Minaei Bidgoli
2012
Full Text
Original Article
25
A Platform Independent Distributed IPC Mechanism in Support of Programming Heterogeneous Distributed Systems
Mohsen Sharifi---Ehsan Mousavi Khaneghah---Morteza Kashyian---Seyedeh Leili Mirtaheri
Supercomputing
2012
Full Text
Original Article
26
A Dynamic Framework for Integrated Management of All Types of Resources in P2P Systems
Mohsen Sharifi--Seyedeh Leili Mirtaheri---Ehsan Mousavi Khaneghah
Supercomputing
2010
Full Text
Original Article
27
Fraud Detection in Banking Data by Machine Learning Techniques
Seyedeh khadije Hashemi, Seyedeh Leili Mirtaheri, Sergio Greco.
IEEE Access
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
An Improved Distributed Access Control Model in Cloud Computing by Blockchain
Akram Sabzmakan--Seyedeh Leili Mirtaheri,
26th International Computer Conference
2021
Oral
2
Survey on Load Balancing in Cloud Systems for Big Data Applications
Arman Aghdashi--Seyedeh Leili Mirtaheri
TopHPC2019 CCIS Springer 2019
2019
Oral
3
Optimized Distributed Resource Management in Fog Computing by Using Ant Colony Optimization
Seyedeh Leili Mirtaheri--Hamid Reza Shirzad
2019
Oral
4
High Performance Computing and Big Data Convergence: A Technical Review Advances in Parallel Computing
Seyedeh Leili Mirtaheri--Lucio Grandinetti
TopHPC2018
2017
Oral
5
Dynamic Multilevel Feedback Based Searching Strategy in Unstructured Peer to Peer Systems
Elahe Khatibi--Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah-- Mohsen Sharifi
The IEEE International Conference on Internet of Things
2012
Oral
6
A Low Overhead Structure Maintenance Approach for Building Robust Structured P2P Systems
Elahe Khatibi--Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah-- Mohsen Sharifi
International Symposium on Telecommunications with emphasis on Information & Communication Technology
2012
Oral
7
An Analysis of MOSIX Load Balancing Capabilities
Siavash Ghiasvand--Ehsan Mousavi Khaneghah--Sina Mahmoodi Khorandi--Seyedeh Leili Mirtaheri, Najmeh Osouli Nezhad--Meisam Mohammadkhani-- Mohsen Sharifi
International Conference on Advanced Engineering Computing and Applications in Sciences
2011
Oral
8
Local Robustness: A Criteria to Improve Process Migration in HPC Clusters
Sina Mahmoodi Khorandi--Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah--Mohsen Sharifi--Ashkan Shirpour
International conference on Innovative Computing Technology
2011
Oral
9
An Efficient Live Process Migration Approach for High Performance Cluster Computing Systems
Ehsan Mousavi Khaneghah--Najmeh Osouli Nezhad--Seyedeh Leili Mirtaheri--Mohsen Sharifi
International conference on Innovative Computing Technology
2011
Oral
10
Process Management Philosophy Reviewed
Mohsen Sharifi--Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah--Zeinolabedin Mosavi Khaneghah
FUTURE COMPUTING 2011
2011
Oral
11
Improving Learning Based Request Forwarding in Resource Discovery through Load Awareness
Mohammad Norouzi Arab--Seyedeh Leili Mirtaheri--Ehsan Mousavi Khaneghah--Mohsen Sharifi--Meisam Mohammadkhani
International Conference on Data Management in Grid and P2P Systems
2011
Oral
12
RNS Remote Node Selection for HPC Clusters
Seyedeh Leili Mirtaheri-- Ehsan Mousavi Khaneghah--Siavash Ghiasvand--Mohammad Norouzi Arab--Ashkan Shirpour--Mohsen Sharifi
17th Int'l Conference on Parallel and Distributed Processing Techniques and Applications
2011
Oral
13
Formulating the Real Cost of DSM inherent Dependent Parameters in HPC Clusters
Mohsen Sharifi--Alfredo Tirado Ramos-- Ehsan Mousavi Khaneghah--Seyedeh Leili Mirtaheri
SMTP workshop in conjunction with the IEEE International Parallel & Distributed Processing Symposium (IPDPS 2010)
2010
Oral
14
A Dynamic Framework for Integrated Management of All Types of Resources in P2P Systems
Mohsen Sharifi--Seyedeh Leili Mirtaheri -- Ehsan Mousavi Khaneghah,
Journal of Supercomputing
2010
Oral
15
Heart disease prediction using hybrid machine learning model based on decision tree and neural network
Mostafa Bakhshi, Seyedeh Leili Mirtaheri, Sergio Greco
International Conference on Soft Computing & Machine Intelligence - Canada
1401/09/03
Oral
16
A Survey on Load Balancing in Cloud Systems for Big Data Applications
Arman Aghdashi--Seyedeh Leili Mirtaheri
TopHPC 2019: High Performance Computing and Big Data Analysis Iran
1398/02/03
Oral
17
Cloud Computing Technology in Libraries A Roadmap
Mahmod Sangary--Seyedeh Leili Mirtaheri
4th conference issues in computer information science Iran
1397/11/03
Oral