HAMED FARBEH - Amirkabir University of Technology

Supervised PhD Theses

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Thesis title

By

Date

1

A Fault Tolerant ReRAM-based Process-in-Memory Architecture for Neural Network Accelerators

ANISEH DOROSTKAR

2026 Jan

Supervised MSc Theses

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Thesis title

By

Date

1

Speeding-up the Vulnerability Analysis of Convolutional Neural Networks Using Pruning

KHADIJEH HEZAREH & Kooroush Manochehri Kalantari

2024 Sep

2

Performance Improvement of Neural Networks in Edge Computing with Heterogeneous

MINA YOUSEFNEZHAD

2024 Aug

3

An Efficient Scheduling Scheme for Distributed Real-Time Systems

SARA HENDOOABADI

2024 Aug

4

an efficient machine learning - based mapping for NUCA cache

ERFAN NOKHIZ

2024 Aug

5

Energy efficiency of neural network processing in accelerators of embdded systems

FAEZEH ADHAM

2024 Aug

6

Resource management and improving the efficiency of IoT services and reducing the response time of services with intelligent algorithms

ZAHRA NOROUZI

2024 Feb

7

An Adaptive Sampling Method for Smartwatch Energy Management

ZAHRA AZHARI RAD

2023 Sep

8

Energy Consumption Improvement for STT-MRAM-based IoT Devices

NEGIN AJLOO

2023 Sep

9

Improvement of reliability testing of embedded systems software

MEYSAM SHARIFZADEH ARDEKANI & Hamid Reza Zarandi

2023 Jul

10

Improving Performance of ReRAM-based Processing-in-Memory Architecture for Recurrent Neural Networks

FARSHAD AHADINIA

2023 Jul

11

Convolutional Neural Network Performance Improvement on General Purpose Processors

ZAHRA MOEIN NAJAFABADI

2022 Oct

12

Increasing Efficiency of Error Correction Codes for Tolerating Soft Errors in Cache Memory

PARIYA HAZRATIANLOTFABADI

2022 Oct

13

An Authentication method to improve security and computational overhead for perception layer in IoT

ROBABEH NAJAFI

2022 Jun

14

Energy Improvement of Re-Inforcement Learning Algorithms on Neuromorphic Processors for Cryptocurrency Market

SEYYED AMIRHOSSEIN SAEIDI

2022 Jun

15

A Content - A ware Memory management technique for improving performance of racetrack caches

AMIRREZA KAZEMZADEH

2021 Oct

16

An Energy-Efficient Processing-In-Memory Architecture for Big Data bitwise Application

MAHSA RASHEDI

2021 Oct

17

A low power Embedded MRAM Architccture For Iot Applications

BELAL JAHAN NIA

2021 Sep

18

An Efficient ReRAM-based In-Memory-Processing Architecture for Graph Computing

SEYED ALI GHASEMI

2021 Aug

19

Reliability Improvement in Domain-Wall based Cache Memories

FATEME SHOKOUHINIA

2021 Jul

20

Designing an algorithm to reduce the volume of computations in the wireless sensor network of the intelligent highway transfer barrier system using the fuzzy rule base

MOHAMMAD MASOOMZADEH & SAADAT POURMOZAFARI

2020 Oct

21

Communication Energy Management in SDN based IoT

SHAHAB SALEHI

2020 Jul

22

A Link Adaptation Scheme for Downlink Reliability Improvement in Narrowband Internet of Things

FARSHID SANEI

2019 Jun

23

Improving Processing Efficiency in Internet of Things Using Distributed Computing

FATEMEH MOUSAVIPOURMEHRAM

2026 Feb

24

Improving Performance of Prefetching in Cache Using Machine Learning

REZA LATIFI

2025 Sep

25

Improving performance of query operation in PIM-based accelerators

AMIRHOSSEIN BABAZADEH

2025 Sep

26

Analysis of Secure Boot Methods for Computer Systems Against Post-Quantum Threats

ALIREZA ELAHI

2025 Jul

27

Access Time Improvement Non-Uniform Cache Architecture

SAJEDA ATAEI

2025 Apr

28

Improving performance of application placement in AI-based fog computing

SHAHRZAD FAZAELI

2025 Apr

Journal Papers

1

SABERIKIA MOHAMMADREZA ، FARBEH HAMED, "Scalable and efficient ledger-based consensus mechanism for the Internet of Things: A Zero-Knowledge Proof approach", Sustainable Computing-Informatics and Systems, 2026 Aug vol. 0, no. 0, pp.1-15, 2026.

2

SABERIKIA MOHAMMADREZA ، FARBEH HAMED ، Beitollahi Hakem ، Fazeli Mahdi ، Benslimane Abderrahim, "BDHybrid: A Scalable and Resilient Blockchain-DAG Hybrid for Industrial IoT", Ieee Internet of Things Journal, 2026 Aug vol. 13, no. 12, pp.1-15, 2026.

3

DOROSTKAR ANISEH ، FARBEH HAMED ، Zarandi Hamid Reza, "ReSAFT: An Efficient Stuck-at Fault-Tolerant Scheme for ReRAM-based Process-in-Memory Accelerators", Future Generation Computer Systems-The International Journal of Escience, 2026 Jul vol. 185, no. 108685, pp.1-15, 2026.

4

Cheshmikhani Elham ، FARBEH HAMED, "Inter-Set Correlation-Aware Replacement Policy for Energy Efficient RTM-based Caches", Ieee Transactions On Emerging Topics In Computing, 2026 Jun vol. 14, no. 2, pp.1-18, 2026.

5

Cheshmikhani Elham ، FARBEH HAMED, "An Ultra-Low Latency Hardwired User-Space Interrupt Handler for Hardware Accelerators", Ieee Access, 2026 May vol. 14, no. 5, pp.65012-65022, 2026.

6

Cheshmikhani Elham ، FARBEH HAMED ، Bartolini Sandro, "A Low-Cost Multi-Objective Cache Prefetcher for Complex and Irregular Memory Access Patterns", Ieee Access, 2026 Feb vol. 0, no. 0, pp.1-17, 2026.

7

FARBEH HAMED, "Scalable Fault Vulnerability Analysis for ReRAM-Based Process-in-Memory CNN Accelerators", Journal of Supercomputing, 2025 Dec vol. , no. , pp.-, 2025.

8

FARBEH HAMED ، SABERIKIA MOHAMMADREZA, "A High-Throughput Adaptive Sharding Algorithm for IoT Blockchain Based on DAG and Edge Computing", Computers and Electrical Engineering, 2025 Dec vol. , no. , pp.-, 2025.

9

SABERIKIA MOHAMMADREZA ، Hakem Beitollahi ، FARBEH HAMED, "Independent Task Scheduling in Multi-Core Systems: A Hardware-Based Approach for Optimizing Energy and Thermal Efficiency", Iet Cyber-Physical Systems: Theory & Applications, 2025 Oct vol. 10, no. 1, pp.1-15, 2025.

10

Elham Cheshmikhani ، FARBEH HAMED, "Interrupt Caching: A Hardware-Assisted Interrupt Handling to Enhance System Responsiveness", Ieee Access, 2025 Sep vol. 13, no. 10, pp.1-17, 2025.

11

Elham Cheshmikhani ، FARBEH HAMED, "An Analytical and Empirical Investigation of Tag Partitioning for Energy-Efficient Reliable Cache", Ieee Transactions On Dependable and Secure Computing, 2025 Aug vol. 0, no. 0, pp.1-12, 2025.

12

SABERIKIA MOHAMMADREZA ، Hakem Beitollahi ، Rasool Jader ، FARBEH HAMED, "Enhancing Performance in Mixed-Criticality Real-Time Systems through Learner-Based Resource Management", Internet of Things and Cyber-Physical Systems, 2025 Mar vol. 10, no. 1, pp.1-19, 2025.

13

SABERIKIA MOHAMMADREZA ، Hakem Beitollahi ، Rasool Jader ، FARBEH HAMED, "Reliability and Power Consumption Models of Embedded Systems with a Machine Learning-based Optimization", International Journal of Modeling Simulation and Scientific Computing, 2024 Dec vol. 16, no. 3, pp.1-24, 2024.

14

SABERIKIA MOHAMMADREZA ، FARBEH HAMED ، Mahdi Fazeli, "Improving energy efficiency and fault tolerance of mission-critical cloud task scheduling: A mixed-integer linear programming approach", Sustainable Computing-Informatics and Systems, 2024 Nov vol. 45, no. 101068, pp.1-17, 2024.

15

DOROSTKAR ANISEH ، FARBEH HAMED ، Zarandi Hamid Reza, "An Empirical Fault Vulnerability Exploration of ReRAM-based Process-in-Memory CNN Accelerators", Ieee Transactions On Reliability, 2024 Jun vol. 1, no. 1, pp.1-15, 2024.

16

Elham Cheshmikhani ، Fateme Shokouhinia ، FARBEH HAMED, "A Low-Cost Fault-Tolerant Racetrack Cache Based on Data Compression", Ieee Transactions On Circuits and Systems Ii-Express Briefs, 2024 Mar vol. 71, no. 0, pp.1-5, 2024.

17

JAHAN NIA BELAL ، GHASEMI SEYED ALI ، FARBEH HAMED, "Multi-Retention STT-MRAM Architectures for IoT: Evaluating the Impact of Retention Levels and Memory Mapping Schemes", Ieee Access, 2024 Feb vol. 12, no. 1, pp.26562-26580, 2024.

18

JAHAN NIA BELAL ، GHASEMI SEYED ALI ، FARBEH HAMED, "An Energy Efficient Multi-Retention STT-MRAM Memory Architecture for IoT Applications", Ieee Transactions On Circuits and Systems Ii-Express Briefs, 2023 Oct vol. pp, no. 0, pp.1-5, 2023.

19

Seyede Sahebeh Nabavi ، FARBEH HAMED, "A fault-tolerant resource locking protocol for multiprocessor real-time systems", Microelectronics Journal, 2023 May vol. 137, no. 105809, pp.1-10, 2023.

20

GHASEMI SEYED ALI ، JAHAN NIA BELAL ، FARBEH HAMED, "GraphA: An efficient ReRAM-based architecture to accelerate large scale graph processing", Journal of Systems Architecture, 2022 Dec vol. 133, no. 12, pp.1-13, 2022.

21

SALEHI SHAHAB ، FARBEH HAMED ، Alireza Rokhsari, "An Adaptive Data Coding Scheme for Energy Consumption Reduction in SDN-based Internet of Things", Computer Networks, 2022 Dec vol. 221, no. 0, pp.1-15, 2022.

22

Marjan Rahbari ، FARBEH HAMED, "CRP: Conditional Replacement Policy for Reliability Enhancement of STT-MRAM Caches", Ieee Transactions On Magnetics, 2022 May vol. In press, no. 2, pp.1-13, 2022.

23

Nooshin Mahdavi ، Farhad Razaghian ، FARBEH HAMED, "An Architectural-Level Reliability Improvement Scheme in STT-MRAM Main Memory", Microprocessors and Microsystems, 2022 Mar vol. 90, no. 1, pp.104462-104480, 2022.

24

Nooshin Mahdavi ، Farhad Razaghian ، FARBEH HAMED, "Data block manipulation for error rate reduction in STT-MRAM based main memory", Journal of Supercomputing, 2022 Mar vol. 78, no. 7, pp.1-31, 2022.

25

Maede Safari ، Zahra Shirmohammadi ، Nezam Rohbani ، FARBEH HAMED, "LETHOR: a thermal-aware proactive routing algorithm for 3D NoCs with less entrance to hot regions", Journal of Supercomputing, 2022 Jan vol. 78, no. 6, pp.1-25, 2022.

26

SANEI FARSHID ، FARBEH HAMED, "A link adaptation scheme for reliable downlink communications in narrowband IoT", Microelectronics Journal, 2021 Jul vol. 114, no. 1, pp.105154-105154, 2021.

27

SALEHI SHAHAB ، FARBEH HAMED, "Energy Optimization in SDN-based Internet of Things", Journal of Soft Computing and Information Technology, 2021 Jun vol. 10, no. 2, pp.27-38, 2021.

28

Elham Cheshmikhani ، FARBEH HAMED ، Hossein Asadi, ".3RSeT: Read Disturbance Rate Reduction in STT-MRAM Caches by Selective Tag Comparison", Ieee Transactions On Computers, 2021 May vol. 71, no. 6, pp.1035-1319, 2021.

29

FARBEH HAMED ، Leila Delshadtehrani ، Hyeonggyu Kim ، Soontae Kim, "ECC-United Cache: Maximizing Efficiency of Error Detection/Correction Codes in Associative Cache Memories", Ieee Transactions On Computers, 2021 Apr vol. 70, no. 4, pp.640-654, 2021.

30

Mojdeh Mahdavi ، Mohammad Amin Amiri ، FARBEH HAMED, "Improving Reliability of Processing Board of Cube Satellites by Modifying the Memory Structure", , 2020 Dec vol. 22, no. 2, pp.66-79, 2020.

31

Faezeh Sadat Saadatmand ، Nezam Rohbani ، Farshad Baharvand ، FARBEH HAMED, "TAMER: An Adaptive Task Allocation Method for Aging Reduction in Multi-core Embedded Real-time Systems", Journal of Supercomputing, 2020 May vol. 0, no. 0, pp.1-21, 2020.

32

FARBEH HAMED ، Amir Mahdi Hosseini Monazzah, "CLEAR: Cache Lines Error Accumulation Reduction by exploiting invisible accesses", Microelectronics Journal, 2019 Jun vol. 90, no. 0, pp.123-132, 2019.

33

Arezoo Dabaghi ، FARBEH HAMED, "High Performance and Predictable Memory Controller for Multicore Mixed-Criticality Real-Time Systems", Iet Computers and Digital Techniques, 2019 Jun vol. 13, no. 5, pp.376-382, 2019.

34

Elham Cheshmikhani ، FARBEH HAMED ، Hossein Asadi, "A System-Level Framework for Analytical and Empirical Reliability Exploration of STT-MRAM Caches", Ieee Transactions On Reliability, 2019 May vol. 0, no. 0, pp.1-15, 2019.

35

Ensieh Aliagha ، Amir Mahdi Hosseini Monazzah ، FARBEH HAMED, "REACT: Read/Write Error Rate Aware Coding Technique for Emerging STT-MRAM Caches", Ieee Transactions On Magnetics, 2019 Apr vol. 55, no. 5, pp.1-8, 2019.

36

Seyedeh Golsana Ghaemi ، Iman Ahmadpour Yasouri ، Mehdi ardebili ، FARBEH HAMED, "Sleepy-LRU: Extending the Lifetime of Non-Volatile Caches by Reducing Activity of Age Bits", Journal of Supercomputing, 2019 Jan vol. -, no. 0, pp.1-30, 2019.

37

FARBEH HAMED ، Amir Mahdi Hosseini Monazzah ، Ensieh Aliagha ، Elham Cheshmikhani, "A-CACHE: Alternating Cache Allocation to Conduct Higher Endurance in NVM-based Caches", Ieee Transactions On Circuits and Systems Ii-Express Briefs, 2018 Nov vol. 99, no. 0, pp.1-5, 2018.

38

Elham Cheshmikhani ، FARBEH HAMED ، Hossein Asadi ، Seyed Ghassem Miremadi, "TA-LRW: A Replacement Policy for Error Rate Reduction in STT-MRAM Caches", Ieee Transactions On Computers, 2018 Nov vol. 67, no. 0, pp.1-16, 2018.

Conference Papers

1

TAVASOLI REZA ، Arya VarastehNezhad ، FARBEH HAMED, "Hybrid Vision Transformer for Detection of Dentigerous Cysts in Dental Radiography Images,", 14th International Conference on Computer and Knowledge Engineering (ICCKE), Dec 2024.

2

SAEIDI SEYYED AMIRHOSSEIN ، FALLAH FORUZAN ، BARMAKI SOROUSH ، FARBEH HAMED, "A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management,", Design, Automation, and Test in Europe (DATE), Mar 2022.

3

MANSOURI BEHDAD ، ROOZKHOSH ARDAVAN ، FARBEH HAMED, "A Survey on Implementations of Adaptive AI in Serious Games for Enhancing Player Engagement,", International Serious Games Symposium (ISGS), Nov 2021.

4

MASOOMZADEH MOHAMMAD ، FARBEH HAMED ، Mohsen Tarighi ، MOTAMEDI S.AHMAD, "Designing a fuzzy rule base highway traffic management system using intelligent guardrails,", 6th National Conference on Applied Research in Electrical, Mechanical and Mechatronics Engineering, Sep 2020.

5

Azadeh Mokhtapour ، Amir Mahdi Hosseini Monazzah ، FARBEH HAMED, "PB-IFMC: A Selective Soft Error Protection Method Based on Instruction Fault Masking Capability,", International Computer Conference, Jan 2020.

6

Elham Cheshmikhani ، FARBEH HAMED ، Hossein Asadi, "Enhancing Reliability of STT-MRAM Caches by Eliminating Read Disturbance Accumulation,", Design, Automation and Test in Europe (DATE), Mar 2019.

7

SANEI FARSHID ، FARBEH HAMED, "A Link Adaptation Scheme for Spectral Efficiency Enhancement of Downlink Communication in Narrow-band IoT,", National Annual Computer Society of Iran Conference, Mar 2019.

8

Elham Cheshmikhani ، FARBEH HAMED ، Hossein Asadi, "ROBIN: Incremental Oblique Interleaved ECC for Reliability Improvement in STT-MRAM Caches,", Asia and South Pacific Design Automation Conference (ASPDAC), Jan 2019.

9

Maede Safari ، Zahra Shirmohammadi ، Nezam Rohbani ، FARBEH HAMED, "Floating XY-YX: An Efficient Thermal Management Routing Algorithm for 3D NoCs,", The 16th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2018), Aug 2018.

10

FARBEH HAMED ، Nezam Rohbani, "PCM-oriented cache management strategies for solid-state disks,", The CSI Symposium on Real-Time and Embedded Systems and Technologies (RTEST), May 2018.

Taught Courses

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Course title

Description

Headlines

Date

1

Database Design Lab.

4051

2

Software Engineering Lab

4051

3

Operating systems Lab

4051

4