Publications

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Number of publications matching the search criterion: 84 (showing 1 - 50)

Doctoral Thesis (1)

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

Licentiate Thesis (2)

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 (20)

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)

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 (JPDC2020)

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 (ESWA)

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 (52)

3DLaneNAS: Neural Architecture Search for Accurate and Light-Weight 3D Lane Detection (Sep 2022)
Ali Zoljodi, Mohammad Loni, Sadegh Abadijou , Mina Alibeigi , Masoud Daneshtalab
ICANN2022: 31st International Conference on Artificial Neural Networks (ICANN2022)

Implementing a First CNC for Scheduling and Configuring TSN Networks (Sep 2022)
Ines Alvarez, Andreu Servera , Julián Proenza , Mohammad Ashjaei, Saad Mubeen
International Conference on Emerging Technologies and Factory (ETFA'2022)

Migrating Legacy Ethernet-Based Traffic with Spatial Redundancy to TSN networks (Sep 2022)
Mateu Jover , Manuel Barranco , Ines Alvarez, Julián Proenza
International Conference on Emerging Technologies and Factory (ETFA'2022)

Schedulability Analysis of WSAN Applications: Outperformance of a Model Checking Approach (Sep 2022)
Ehsan Khamespanah , Morteza Mohaqeqi , Mohammad Ashjaei, Marjan Sirjani
International Conference on Emerging Technologies and Factory (ETFA'2022)

Concurrent OPC UA information model access, enabling real-time OPC UA PubSub (Sep 2022)
Patrick Denzler, Mohammad Ashjaei, Thomas Frühwirth , Victor Nicholas Ebirim , Wolfgang Kastner
International Conference on Emerging Technologies and Factory (ETFA'2022)

Cognitive and Time Predictable Task Scheduling in Edge-cloud Federation (Sep 2022)
Somayeh Abdi, Mohammad Ashjaei, Saad Mubeen
International Conference on Emerging Technologies and Factory (ETFA'2022)

A Centralized Configuration Model for TSN-5G Networks (Sep 2022)
Zenepe Satka, Ines Alvarez, Mohammad Ashjaei, Saad Mubeen
International Conference on Emerging Technologies and Factory (ETFA'2022)

Towards a Predictable and Cognitive Edge-Cloud Architecture for Industrial Systems (Jul 2022)
Mohammad Ashjaei, Saad Mubeen, Masoud Daneshtalab, Victor Casamayor , Geoffrey Nelissen
Real-time And intelliGent Edge computing workshop (RAGE2022)

AutoDeepHLS: Deep Neural Network High-level Synthesis using fixed-point precision
Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin, Björn Lisper
International Conference on Artificial Intelligence Circuits and Systems (AICAS'22)

HERMES: Heuristic Multi-queue Scheduler for TSN Time-Triggered Traffic with Zero Reception Jitter Capabilities (Jun 2022)
Daniel Bujosa Mateu, Mohammad Ashjaei, Alessandro Papadopoulos, Thomas Nolte, Julián Proenza
The 30th International Conference on Real-Time Networks and Systems (RTNS'22)

AVB-aware Routing and Scheduling for Critical Traffic in Time-sensitive Networks with Preemption (Jun 2022)
Aldin Berisa, Luxi Zhao , Silviu Craciunas , Mohammad Ashjaei, Saad Mubeen, Masoud Daneshtalab, Mikael Sjödin
The 30th International Conference on Real-Time Networks and Systems (RTNS'22)

Developing a Translation Technique for Converged TSN-5G Communication
Zenepe Satka, David Pantzar , Alexander Magnusson , Mohammad Ashjaei, Hossein Fotouhi, Mikael Sjödin, Masoud Daneshtalab, Saad Mubeen
18th IEEE International Conference on Factory Communication Systems (WFCS'22)

Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping (Apr 2022)
Seyedhamidreza Mousavi
International Symposium on Quality Electronic Design (ISQED)

TAS:Ternarized Neural Architecture Search for Resource-Constrained Edge Devices (Mar 2022)
Mohammad Loni, Seyedhamidreza Mousavi, Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin
Design, Automation and Test in Europe Conference (DATE'22)

Curating Datasets for Visual Runway Detection (Oct 2021)
Joakim Lindén, Håkan Forsberg, Josef Haddad , Emil Tagebrand , Erasmus Cedernaes , Emil Gustafsson Ek , Masoud Daneshtalab
The 40th Digital Avionics Systems Conference (DASC'2021)

Scheduling Elastic Applications in Compositional Real-Time Systems (Sep 2021)
Shaik Salman, Alessandro Papadopoulos, Filip Markovic, Saad Mubeen, Thomas Nolte
26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)

Schedulability Analysis of Best-Effort Traffic in TSN Networks (Sep 2021)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Sara Afshar, Saad Mubeen
26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)

Offloading Accelerator-intensive Workloads in CPU-GPU Heterogeneous Processors (Sep 2021)
Nandinbaatar Tsog, Saad Mubeen, Fredrik Bruhn, Moris Behnam, Mikael Sjödin
26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)

Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture (May 2021)
Nandinbaatar Tsog, Marielle Gallardo, Sweta Chakraborty, Torbjörn Martinson, Alexandra Hengl, Magnus Moberg, Adem Sen, Mobyen Uddin Ahmed, Shahina Begum, Moris Behnam, Mikael Sjödin, Saad Mubeen
7th international Conference on the Engineering of Computer Based Systems (ECBS 2021)

On Sustainability for Offset Based Response-Time Analysis (May 2021)
Jukka Mäki-Turja, Kaj Hänninen, Mikael Sjödin
European Conference on the Engineering of Computer-Based Systems (ECBS)

Synthesising Schedules to Improve QoS of Best-effort Traffic in TSN Networks (Apr 2021)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
29th International Conference on Real-Time Networks and Systems (RTNS'21) (RTNS 2021)

An Automated Configuration Framework for TSN Networks (Mar 2021)
Bahar Houtan, Albert Bergström , Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
22nd IEEE International Conference on Industrial Technology (ICIT'21) (ICIT 2021)

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