Publications

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Number of publications matching the search criterion: 136 (showing 1 - 50)

Doctoral Thesis (2)

Efficient Design of Scalable Deep Neural Networks for Resource-Constrained Edge Devices (Oct 2022)
Mohammad Loni

Space Computing using COTS Heterogeneous Platforms (Nov 2021)
Nandinbaatar Tsog

Licentiate Thesis (3)

End-to-end QoS Mapping and Traffic Forwarding in Converged TSN-5G Networks (Apr 2023)
Zenepe Satka

Configuring and Analysing TSN Networks Considering Low-priority Traffic (Dec 2021)
Bahar Houtan

DeepMaker: Customizing the Architecture of Convolutional Neural Networks for Resource-Constrained Platforms (Dec 2020)
Mohammad Loni

Book (1)

Hardware Architectures for Deep Learning (May 2020)
Masoud Daneshtalab, Mehdi Modarressi
Institution of Engineering and Technology (IET)

Book chapter (4)

Computation reuse-aware accelerator for neural networks (May 2020)
Hoda Mahdiani , Alireza Khadem , Ali Yasoubi , Azam Ghanbari , Mehdi Modarressi , Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Hardware Acceleration for Recurrent Neural Networks (May 2020)
Sima Sinaei, Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Feedforward Neural Networks on Massively Parallel Architectures (May 2020)
Reza Hojabr , Ahmad Khonsari , Mehdi Modarressi , Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Multiobjectivism in Dark Silicon Age (Apr 2018)
Amin Rezaei , Masoud Daneshtalab, Hai Zhou
Elsevier Advances in Computers (Computers)

Journal article (29)

Enhancing Global Model Performance in Federated Learning with Non-IID Data using a Data-Free Generative Diffusion Model (Oct 2024)
MohammadReza Najafi , Masoud Daneshtalab, Jeong-A Lee , Seokjoo Shin
Journal of IEEE Access (IEEE-Access)

Deadline-constrained security-aware workflow scheduling in hybrid cloud architecture (Aug 2024)
Somayeh Abdi, Mohammad Ashjaei, Saad Mubeen
Future Generation Computer Systems (FGCS)

Cost-aware Workflow Offloading in Edge-Cloud Computing Using a Genetic Algorithm (Jul 2024)
Somayeh Abdi, Saad Mubeen, Mohammad Ashjaei
The Journal of Supercomputing (Supercomputing)

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks (Jan 2024)
Mohammad Ahmadilivani , Mahdi Taheri , Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
ACM Computing Surveys (CSUR)

DASS: Differentiable Architecture Search for Sparse Neural Networks (Sep 2023)
Seyedhamidreza Mousavi, Mohammad Loni, Mina Alibeigi , Masoud Daneshtalab
ACM Transactions on Embedded Computing Systems (TECS 2024)

Supporting End-to-end Data Propagation Delay Analysis for TSN-based Distributed Vehicular Embedded Systems (Aug 2023)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture, 2023 (JSA)

Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search (Jul 2023)
Mehdi Asadi , Fatemeh Poursalim , Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Ghareh Baghi
Nature Scientific Reports 13 (Sci. Rep. 13)

A Comprehensive Systematic Review of Integration of Time Sensitive Networking and 5G Communication (Feb 2023)
Zenepe Satka, Mohammad Ashjaei, Hossein Fotouhi, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture, 2023 (JSA)

FaCT-LSTM: Fast and Compact Ternary Architecture for LSTM Recurrent Neural Networks (Jun 2022)
Najmeh Nazari , Seyed Ahmad Mirsalari , Sima Sinaei, Mostafa Salehi , Masoud Daneshtalab
IEEE Design and Test (IEEE D&T)

On Representable Rings and Modules (Mar 2022)
Seyedali Mousavi
Kyungpook Mathematical Journal (KMJ)

A Comprehensive Exploration of Languages for Parallel Computing (Jan 2022)
Federico Ciccozzi, Lorenzo Addazi, Sara Abbaspour, Björn Lisper, Abu Naser Masud, Saad Mubeen
ACM Computing Surveys (CSUR'21)

Multi-Processor Scheduling of Elastic Applications in Compositional Real-Time Systems   (Dec 2021)
Shaik Salman, Alessandro Papadopoulos, Saad Mubeen, Thomas Nolte
Journal of Systems Architecture, 2021 (JSA)

Implications of Various Preemption Configurations in TSN Networks (Oct 2021)
Mohammad Ashjaei, Lejla Murselović , Saad Mubeen
IEEE Embedded Systems Letters (Embed Syst Lett)

Time-Sensitive Networking in Automotive Embedded Systems: State of the Art and Research Opportunities (Sep 2021)
Mohammad Ashjaei, Lucia Lo Bello , Masoud Daneshtalab, Gaetano Patti , Sergio Saponara , Saad Mubeen
Journal of Systems Architecture, 2021 (JSA)

Guest Editorial: Special Issue on Parallel, Distributed, and Network-Based Processing in Next-generation Embedded Systems (Aug 2021)
Saad Mubeen, Lucia Lo Bello , Masoud Daneshtalab, Sergio Saponara
Journal of Systems Architecture, 2021 (JSA)

A Novel Frame Preemption Model in TSN Networks (Jun 2021)
Mohammad Ashjaei, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture (JSA, 114)

A software implemented comprehensive soft error detection method for embedded systems (Sep 2020)
Seyyed Amir Asghari , Mohammadreza Binesh Marvasti , Masoud Daneshtalab
Elsevier journal of Microprocessors and Microsystems (MICPRO)

A Systematic Literature Study on Definition and Modeling of Service-Level Agreements for Cloud Services in IoT (Aug 2020)
Svetlana Girs, Séverine Sentilles, Sara Abbaspour, Mohammad Ashjaei, Saad Mubeen
IEEE Access (ACCESS'20)

Improving Motion Safety and Efficiency of Intelligent Autonomous Swarm of Drones (Aug 2020)
Amin Majd , Mohammad Loni, Golnaz Sahebi , Masoud Daneshtalab
Drones (Drones)

Schedulability Analysis of Time-Sensitive Networks with Scheduled Traffic and Preemption Support (Jun 2020)
Lucia Lo Bello , Mohammad Ashjaei, Gaetano Patti , Moris Behnam
Journal of Parallel and Distributed Computing (JPDC)

Modelling multi-criticality vehicular software systems: evolution of an industrial component model (Jun 2020)
Alessio Bucaioni, Saad Mubeen, Federico Ciccozzi, Antonio Cicchetti, Mikael Sjödin
International Journal on Software and Systems Modeling (SoSyM'20)

A Review on Deep Learning Methods for ECG Arrhythmia Classification (Jun 2020)
Zahra Ebrahimi , Mohammad Loni, Masoud Daneshtalab, Arash Ghareh Baghi
Expert Systems with Applications: X (ESWA: X)

NOM: Network-On-Memory for Inter-Bank Data Transfer in Highly-Banked Memories (May 2020)
Seyyed Hossein Seyyedaghaei Rezaei , Mehdi Modarressi , Rachata Ausavarungnirun , Mohammad Sadrosadati , Onur Mutlu , Masoud Daneshtalab
IEEE Computer Architecture Letters (CAL)

Timing Predictability and Security in Safety-critical Industrial Cyber-physical Systems: A Position Paper (Apr 2020)
Saad Mubeen, Elena Lisova, Aneta Vulgarakis Feljan
Applied Sciences--Special Issue "Emerging Paradigms and Architectures for Industry 4.0 Applications" (ApplSci'21)

DeepMaker: A Multi-Objective Optimization Framework for Deep Neural Networks in Embedded Systems (Jan 2020)
Mohammad Loni, Sima Sinaei, Ali Zoljodi, Masoud Daneshtalab, Mikael Sjödin
Elsevier journal of Microprocessors and Microsystems (MICPRO)

ΔNN: Power-efficient Neural Network Acceleration using Differential Weights (Dec 2019)
Hoda Mahdiani , Alireza Khadem , Azam Ghanbari , Mehdi Modarressi , Farima Fattahi-bayat , Masoud Daneshtalab
IEEE MICRO (MICRO)

Defender: A Low Overhead and Efficient Fault-Tolerant Mechanism for Reliable On-Chip Router (Oct 2019)
NAVEED KHAN BALOCH , MUHAMMAD IRAM BAIG , Masoud Daneshtalab
Journal of IEEE Access (IEEE-Access)

Recent Advances and Trends in On-board Embedded and Networked Automotive Systems (Feb 2019)
Lucia Lo Bello , Sergio Saponara , Saad Mubeen, Riccardo Mariani
IEEE Transactions on Industrial Informatics (IEEE-TII)

Guest Editorial: Embedded and Networked Systems for Intelligent Vehicles and Robots (Feb 2019)
Lucia Lo Bello , Saad Mubeen, Sergio Saponara , Riccardo Mariani , Unmesh Dutta Bordoloi
IEEE Transactions on Industrial Informatics (IEEE-TII)

Conference/Workshop Paper (91)

FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs (Dec 2024)
Samira Nazari , Mahdi Taheri , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab, Maksim Jenihhin
33rd IEEE Asian Test Symposium (ATS-24)

Enhancing Real-Time Networked Embedded Systems with End-to-end TSN-5G Networks (Dec 2024)
Zenepe Satka, Saad Mubeen, Mohammad Ashjaei, Daniel Ragnarsson , Didrik Nordin
IEEE 14th International Symposium on Industrial Embedded Systems (SIES2024)

The Importance of a System-Level Approach when Bringing in New Technologies in Avionics (Oct 2024)
Håkan Forsberg, Kristina Forsberg, Joakim Lindén
43rd Digital Avionics Systems Conference (DASC) (DASC'43)

Enhancing Drone Surveillance with NeRF: Real-World Applications and Simulated Environments (Oct 2024)
Joakim Lindén, Giovanni Burresi , Håkan Forsberg, Masoud Daneshtalab, Ingemar Söderquist
43rd Digital Avionics Systems Conference (DASC) (DASC'43)

Towards Developing a Supervisory Agent for Adapting the QoS Network Configurations (Sep 2024)
Sebastian Leclerc, Kasra Ekrad, Bjarne Johansson, Ines Alvarez, Mohammad Ashjaei, Saad Mubeen
IEEE International Conference on Emerging Technologies and Factory Automation (ETFA'24)

Using NETCONF for Automatic Fault Diagnosis in Time-Sensitive Networking (Sep 2024)
Ines Alvarez, Saad Mubeen, Mohammad Ashjaei
IEEE International Conference on Emerging Technologies and Factory Automation (ETFA'24)

Redundancy Link Security Analysis:\An Automation Industry Perspective (Sep 2024)
Björn Leander, Bjarne Johansson, Saad Mubeen, Mohammad Ashjaei, Tomas Lindström
IEEE International Conference on Emerging Technologies and Factory Automation (ETFA'24)

A Service-Oriented Digital Twin Framework for Dynamic and Robust Distributed Systems
Rong Gu, Tiberiu Seceleanu, Ning Xiong, Muhammad Naeem
IEEE SSE 2024: IEEE International Conference on Software Services Engineering (SSE2024)

Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning
Mohammad Ahmadilivani , Seyedhamidreza Mousavi, Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
30th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS'24)

Task Offloading in Edge-cloud Computing using a Q-Learning Algorithm (Jun 2024)
Somayeh Abdi, Mohammad Ashjaei, Saad Mubeen
The International Conference on Cloud Computing and Services Science (CLOSER 2024)

AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators
Mahdi Taheri , Natalia Cherezova , Samira Nazari , Ahsan Rafiq , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab, Jaan Raik , Maksim Jenihhin
IEEE European Test Symposium (ETS'24)

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