Mahmoud Momtazpoor
Assistant Professor
Department of Computer Engineering
Computer Networks and Architecture
Department of Computer Engineering
Computer Networks and Architecture
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Email:
momtazpour
aut.ac.ir
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h-index (Scopus):
7.00
Citations (Scopus):
157
Supervised PhD Theses
#
Thesis title
By
Date
1
Trade-off energy consumption, accuracy, and latency in Internet of Things-based heart arrhythmia detection systems
VAHID AMINI & MORTEZA SAHEB ZAMANI
2024 Jun
2
Efficient approximate memristive in-memory computing for data intensive applications
AMIR MOHAMMAD HAJISADEGHI KAHDOOYEH & Hamid Reza Zarandi
2025 Feb
Supervised MSc Theses
#
Thesis title
By
Date
1
VM placement in geographically distributed data centers using reinforcement learning
HAMIDREZA REZAZADEH MIRAB
2024 Aug
2
Function Placement in Edge Nodes for IOT Serverless Computing
MOHAMMAD PAHLEVANI
2024 Aug
3
A Communication-aware Approach for Container Scheduling
MARZIE NOROUZI DEHNASHI
2023 Sep
4
3D Reconfigurable Accelerator for Convolutional Neural Networks
ALI SEDAGHATGOO
2023 Jul
5
Predicting workload interference in GPUs based on machine learning
ESMAIL BAKHTAZMA
2022 Oct
6
Workflow scheduling in geo_distributed clouds data centers for cost and makespan minimization
SARA MOHAMMADI QHALE MOHAMMAD ALI
2022 Jul
7
Energy-Efficient Kernel Scheduling Considering Quality of Service for GPUs
NEGAR BARADAR ALIZADEH SADAGHIANI
2021 Dec
8
Stochastic Tasks Assignment in Heterogeneous Cloud Datacenters with GPUs
ARYO YARAHMADI
2021 Oct
9
Energy-Aware Job Scheduling in Reconfigurable Heterogeneous Clusters
ZAHRA BABAEI
2020 Mar
10
Quality of Service-Aware Fog Micro Data Center Placement for Intelligent Transportation System
IMAN DERAKHSHANI MEHRABANI
2020 Jan
11
Energy Efficient Interference-Aware Job Scheduling for GPU-Based Heterogeneous Clusters
NEGAR SADAT ALIZADEH
2019 Oct
12
Design and Implementation of an EEG-based System for Auditory Attention Detection
HANIE GHASEMY
2019 May
13
Process Variation-Aware power reduction in GPU- based systems
AHMAD SIAVASHI
2017 Oct
14
process variation and temperature- aware task scheduling on MPS0C
LEILA ZAMANI
2017 Feb
15
Task offloading in mobile edge networks with digital twin approach
AHMAD AHMADPOUR
2025 Feb
16
Energy efficient adaptive neural network splitting in edge federated learning
ALIREZA SOLEYMANI
2025 Aug
Books
#
Title
Author(s)
Publisher country
publication date
version
1
Parallel programming for multicore and cluster ststems
Momtazpoor Mahmoud ، AMINI VAHID ، GHASEMY HANIE
Iran
1
Journal Papers
1
SIAVASHI AHMAD ، Momtazpoor Mahmoud, "GPU cluster dynamics: insights from Alibaba's 2023 trace release", Computing, 2024 Nov
vol. ,
no. ,
pp.-,
2024.
2
HAJISADEGHI KAHDOOYEH AMIR MOHAMMAD ، Zarandi Hamid Reza ، Momtazpoor Mahmoud, "Stoch-IMC: A Bit-Parallel Stochastic In-Memory Computing Architecture Based on STT-MRAM", Aeu-International Journal of Electronics and Communications, 2024 Nov
vol. 190C,
no. 155614,
pp.1-14,
2024.
3
HAJISADEGHI KAHDOOYEH AMIR MOHAMMAD ، Momtazpoor Mahmoud ، Zarandi Hamid Reza, "Approx-IMC: A General-Purpose Approximate Digital In-Memory Computing Framework Based on STT-MRAM", Future Generation Computer Systems-The International Journal of Escience, 2024 May
vol. 160,
no. 1,
pp.40-53,
2024.
4
AMINI VAHID ، Momtazpoor Mahmoud ، SAHEB ZAMANI MORTEZA, "An Energy-Efficient and Accuracy-Aware Edge Computing Framework for Heart Arrhythmia Detection: A Joint Model Selection and Task Offloading Approach", Journal of Supercomputing, 2022 Dec
vol. 1,
no. 1,
pp.1-1,
2022.
5
SIAVASHI AHMAD ، Momtazpoor Mahmoud, "gVMP: A multi-objective joint VM and vGPU placement heuristic for API remoting- based GPU virtualization and disaggregation in cloud data centers", Journal of Parallel and Distributed Computing, 2022 Oct
vol. 172,
no. 1,
pp.97-113,
2022.
6
SIAVASHI AHMAD ، Momtazpoor Mahmoud, "Yield-aware Joint Die Packing, Die Matching and Static Thread Mapping for Hard Real-Time 3D Embedded CMPs", Microprocessors and Microsystems, 2022 May
vol. 1,
no. 1,
pp.1-29,
2022.
7
ALIZADEH NEGAR SADAT ، Momtazpoor Mahmoud, "Temporal Interference-aware Scheduling for GPU-based Systems", The Csi Journal On Computing Science and Information Technology, 2021 Sep
vol. 19,
no. 1,
pp.83-93,
2021.
8
NADALIZADEH ZEINAB ، Momtazpoor Mahmoud, "GreenPacker: renewable- and fragmentation-aware VM placement for geographically distributed green data centers", Journal of Supercomputing, 2021 Jun
vol. 1,
no. 1,
pp.1-24,
2021.
9
SIAVASHI AHMAD ، Momtazpoor Mahmoud, "GPUCloudSim: an extension of CloudSim for modeling and simulation of GPUs in cloud data centers", Journal of Supercomputing, 2018 Oct
vol. 0,
no. 0,
pp.1-27,
2018.
10
Momtazpoor Mahmoud, "Towards designing a green data center farm for Internet services: Iran's case study", Journal of Supercomputing, 2016 Sep
vol. 0,
no. 0,
pp.1-29,
2016.
Conference Papers
1
BARADAR ALIZADEH SADAGHIANI NEGAR ، Momtazpoor Mahmoud,
"Multi-Objective Concurrent Kernel Scheduling for Multi-GPU Systems,",
32nd International Conference on Electrical Engineering, May 2024.
2
NOROUZI DEHNASHI MARZIE ، Momtazpoor Mahmoud ،,
"A Communication-Aware Scheduler for Containers in a Kubernetes Environment Using Girvan-Newman Clustering,",
32nd International Conference on Electrical Engineering, May 2024.
3
SOLEYMANI ALIREZA ، ANABESTANI NEGAR ، Momtazpoor Mahmoud,
"RSF: Reinforcement learning based hybrid split and federated learning for edge computing environments,",
32nd International Conference on Electrical Engineering, May 2024.
4
SIAVASHI AHMAD ، Momtazpoor Mahmoud,
"Cloudy: A Pythonic Cloud Simulator,",
32nd International Conference on Electrical Engineering, May 2024.
5
YARAHMADI ARYO ، Momtazpoor Mahmoud,
"VM Placement in Accelerator-Equipped Data Centers Using Variable-Length Modified Genetic Algorithm,",
29th Iranian Conference on Electrical Engineering, May 2021.
6
ALIZADEH NEGAR SADAT ، Momtazpoor Mahmoud,
"Machine Learning-based Interference Detection in GPGPU Concurrent Kernel Execution,",
25th International Computer Conference, Computer Society Of Iran, Jan 2020.
7
GHASEMY HANIE ، Momtazpoor Mahmoud ، Sepideh Hajipour Sardouie,
"Detection of Sustained Auditory Attention in Students with Visual Impairment,",
27th Iranian Conference on Electrical Engineering, Apr 2019.
8
SIAVASHI AHMAD ، YARAHMADI ARYO ، Momtazpoor Mahmoud,
"-,",
-, Mar 2019.
Taught Courses
#
Course title
Description
Headlines
Date
1
Internship
4023
2
Multicore Programming
4022
3
Internship
4022
4
Electrical and Electronic Circuits
4022
5
(Parallel Processing)
4021
6
Electrical and Electronic Circuits
4021
7
(Low-Power Digital Systems Design)
4012
8
Multicore Programming
4012