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Publications

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21.05.2020
10.05.1979
masoud.daneshtalab@taltech.ee

Teenistuskäik

Töökohad ja ametid
2016–...   
Mälardalen University, Dotsent (100,00)
02.03.2020–30.04.2020   
Tallinna Tehnikaülikool, Infotehnoloogia teaduskond, Arvutisüsteemide instituut, ekspert (0,35)
01.03.2019–01.03.2020   
Tallinna Tehnikaülikool, Infotehnoloogia teaduskond, Arvutisüsteemide instituut, kaasatud professor (0,20)
 
 
Haridustee
2008–2011   
PhD

Kvalifikatsioon

 
 
Teaduspreemiad ja tunnustused
2019, Masoud Daneshtalab, Best Paper Award for the paper “Multi-objective Optimization of Real-Time Task Scheduling Problem for Distributed Environments” IEEE 6th Conference on the Engineering of Computer Based Systems (ECBS).
2018, Masoud Daneshtalab, Best Paper Award for the paper “Designing Compact Convolutional Neural Network for Embedded Stereo Vision Systems” IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 2018.
2017, Masoud Daneshtalab, HiPEAC Paper Award for “EbDa: A New Theory on Design and Verification of Deadlock-free Interconnection Networks,” IEEE/ACM International Symposium on Computer Architecture (ISCA),
2016, Masoud Daneshtalab, HiPEAC Paper Award for “Customizable Compression Architecture for Efficient Configuration in CGRAs,” IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM).
2016, Masoud Daneshtalab, HiPEAC Paper Award for “Shift Sprinting: Reliable Temperature-aware MCSoC Architecture in Dark Silicon Era” IEEE/ACM International Conference on Design Automation Conference (DAC).
2015, Masoud Daneshtalab, Research mobility grant award from TUTKIJAT MAAILMALLE, (18K-Euro)
2014, Masoud Daneshtalab, EU Marie Skodowska Curie Fellowship
2013, Masoud Daneshtalab, HiPEAC Paper Award for “Smart Hill Climbing for Agile Dynamic Mapping in Many-Core Systems” Design Automation Conference (DAC).
2011, Masoud Daneshtalab, Research Grant Award for Excellence in Graduate Studies from KAUTE Foundation (5K-Euro).
2009, Masoud Daneshtalab, Research Grant Award for Excellence in Graduate Studies from Nokia Foundation, (5K-Euro).
 
 
Teadustöö põhisuunad
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused; CERCS KLASSIFIKAATOR: T120 Süsteemitehnoloogia, arvutitehnoloogia
 
 
Lisainfo
PROJECT EVALUATION:
• Belgian Research Council (FWO), since 2018.
• Irish Research Council since 2017.
• European Horizon 2020/ICT and COST Action since 2016.
• Austrian Science Fund (FWF), since 2016.
• Natural Sciences and Engineering Research Council of Canada (NSERC), since 2015.
• Research Department of Sultan Qaboos University and Oman Research Council, since 2015.
JOURNAL EDITORIAL DUTIES
• Associate Editor: Elsevier Journal of Microprocessors and Microsystems (MICPRO), since 2016.
• Associate Editor: Elsevier Journal of Computers & Electrical Engineering (CAEE), since 2014.
• Associate Editor: World Research Journal of Computer Architecture (JCA), since 2013.
• Editorial Board: The Scientific World Journal, since 2013.
• Editorial Board: Intern. Journal of Embedded and Real-Time Communication Systems (IJERTCS), since 2012.
• Editorial Board: Intern. Journal of Distributed Systems and Technologies (IGI-IJDST), since 2012.
• Editorial Board: Intern. Journal of Adaptive, Resilient and Autonomic Systems (IGI-IJARAS), since 2012.
TECHNICAL PROGRAM COMMITTEE:
• IEEE/ACM Design Automation Conference – DAC (2019)
• IEEE International Conference on High Performance Computing and Communications – HPCC (2018-19)
• IEEE/ACM International Conference on Computer Aided Design – ICCAD (2016-17)
• IEEE/ACM Design, Automation, and Test in Europe – DATE (2014-19)
• IEEE/ACM Asia and South Pacific Design Automation Conference – ASPDAC (2015-17)
• IEEE/ACM International Symposium on Networks-on-Chip – NOCS (2013-19)
• IEEE/ACM International Conference on VLSI Design – VLSID (2014-16)
• IEEE International Symposium on Reconfigurable Communication-centric SoC – ReCoSoC (2016-19)
• IEEE International System-on-Chip Conference – SOCC (2013-19)
• IEEE International Conference on Cyber, Physical and Social Computing – CPSCom (2017)
• International Conference on Algorithms and Architectures for Parallel Processing – ICA3PP (2016-19)
• IEEE International Symposium on VLSI Design and Test Symposium – VDAT (2015)
• IEEE Symposium on Integrated Circuits and Systems Design – SBCCI (2015-17)
• IEEE Euromicro Conference on Parallel, Distributed and Network-based Computing – PDP (12-19)
• IEEE Symposium on Embedded Systems for Real-Time Multimedia/ESWeek – ESTIMedia (12-19)
• IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip – MCSoC (2014-19)
• IEEE Conference on Design & Technology of Integrated Systems in Nanoscale Era – DTIS (2014, 15)
• IEEE Int. Japan-Egypt Conf. on Electronics Communication and Computers – JEC-ECC (2013-19)
CONFERENCE AND SYMPOSIUM ORGANIZER
• Program Chair, 25th IEEE Inter. Conf. on Parallel, Distributed, and Network-Based Processing – Russia, 2017. (Euromicro)
• Program Chair, 11th IEEE Symp. on Reconfigurable Communication-centric SoC – ReCoSoC-16, Tallinn, Estonia, 2016.
• General Chair, 24th IEEE Inter. Conf. on Parallel, Distributed, and Network-Based Processing – Greece, 2016. (Euromicro)
• General Chair, 23rd IEEE Inter. Conf. on Parallel, Distributed, and Network-Based Processing – Finland, 2015. (Euromicro)
PUBLIC EXAMINER/OPPONENT:
• Opponent on the PhD thesis “Dependability Improvement of NoC-based Systems”, Behrad Niazmand, Tallinn University of Technology, 2018.
• Opponent on the PhD thesis “Adaptive Routing Methods for On-Chip Interconnection Networks”, Poona Bahrebar, Gent University, 2017.
• Grading committee on the PhD thesis “Flexible Electrical and Photoelectrical Artificial Synapses for Neuromorphic Systems”, Kunlong Yang, KTH, 2018.
MANAGEMENT COMMITTEE:
• Euromicro board of director, since 2016
• EU COST Action 1202: Timing Analysis on Code-Level (TACLe), since 2014.
• EU COST Action 1401: Memristors-Devices, Models, Circuits, Systems and Applications, since 2015.
INVITED TALKS:
• Newcastle University, UK, 2014, Low power computing paradigm.
• University of Twente, Netherland, 2015, Spiking neural networks computing fabric
• University of Southampton, UK, 2015, Approximation computing
• University of Glasgow, UK, 2015, CGRA - A New Paradigm for Reconfigurable Computing.
• Aarhus University, Denmark, 2015, Towards energy efficient computing
• University of Tehran, Iran, 2018, Deep Learning Optimization
• Automation Region, Sweden, 2018, Deep learning for image processing

RESEARCH VISITS:
• University of California-Irvine (UCI), USA, Oct. 2015.
• Washington State University (WSN), USA, Oct. 2014.
• Massachusetts Institute of Technology (MIT), USA, Sept. 2014.
• Guangzhou Institute of Advanced Technology (GIAT), China, Aug. 2014.
• University of Electronic Science and Technology of China (UESTC), China, March 2013.
• Chinese University of Hong Kong (CUHK), Hong Kong, Oct. 2011.
• Tallinn University of Technology (TUT), Estonia, June 2011.
• Royal Institute of Technology (KTH), Sweden, Feb. 2010.

Juhendatud järeldoktorid

  • 01.02.2019−01.02.2021 Sima Sinaie "Deep learning accelerators" Mälardalen University

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PublicationAuthorsYearEdition titleClassificationFileR&D institutions
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systemsLoni, M.; Sinaei, S.; Zoljodi, A.; Daneshtalab, M.; Sjödin, M.2020Journal of Functional Foods1.1.
ΔNN: Power-efficient neural network acceleration using differential weightsMahdiani, H.; Khadem, A.; Ghanbari, A.; Modarressi, M.; Fattahi-Bayat, F.; Daneshtalab, M.2020Journal of Functional Foods1.1.
A Cloud based super-optimization method to parallelize the sequential code's nested loopsMajd, A.; Loni, M.; Sahebi, G.; Daneshtalab, M.; Troubitsyna, E.2019Proceedings - 2019 IEEE 13th International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 20191.1.
A qualitative comparison model for application layer IoT protocolsKakakhel, S.R.U.; Westerlund, T.; Daneshtalab, M.; Zou, Z.; Plosila, J.; Tenhunen, H.20192019 4th International Conference on Fog and Mobile Edge Computing, FMEC 20191.1.
An energy-efficient partition-based XYZ-planar routing algorithm for a wireless network-on-chipYazdanpanah, Fahimeh; AfsharMazayejani, Raheel; Alaei, Mohammad; Rezaei, Amin; Daneshtalab, Masoud2019The Journal of Supercomputing1.1.
AutoRIO: An indoor testbed for developing autonomous vehiclesLoni, M.; Daneshtalab, M.; Sjodin, M.; Hamouachy, F.; Casarrubios, C.20192018 Proceedings of the Japan-Africa Conference on Electronics, Communications, and Computations, JAC-ECC 20181.1.
Defender: A Low Overhead and Efficient Fault-Tolerant Mechanism for Reliable on-Chip RouterBaloch, N.K.; Baig, M.I.; Daneshtalab, M.2019IEEE Access1.1.
Design challenges in hardware development of time-sensitive networking: A research planGhaderi, A.; Daneshtalab, M.; Ashjaei, M.; Loni, M.; Mubeen, S.; Sjödin, M.2019CEUR Workshop Proceedings1.1.
Multi-objective optimization of real-time task scheduling problem for distributed environmentsSalimi, M.; Majd, A.; Loni, M.; Seceleanu, T.; Seceleanu, C.; Sirjani, M.; Daneshtalab, M.; Troubitsyna, E.2019ACM International Conference Proceeding Series1.1.
NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded SystemsLoni, M.; Zoljodi, A.; Sinaei, S.; Daneshtalab, M.; Sjödin, M.2019Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1.1.
TOT-Net: An Endeavor Toward Optimizing Ternary Neural NetworksNazari, N.; Loni, M.; Salehi, M.E.; Daneshtalab, M.; Sjodin, M.2019Proceedings - Euromicro Conference on Digital System Design, DSD 20191.1.
A General Methodology on Designing Acyclic Channel Dependency Graphs in Interconnection NetworksEbrahimi, Masoumeh; Daneshtalab, Masoud2018Ieee Micro1.1.
Integrating Learning, Optimization, and Prediction for Efficient Navigation of Swarms of DronesMajd, Amin; Ashraf, Adnan; Troubitsyna, Elena; Daneshtalab, Masoud20182018 26th Euromicro International Conference On Parallel, Distributed, and Network-based Processing (pdp 2018)1.1.
Multiobjectivism in Dark Silicon AgeRezaei, Amin; Daneshtalab, Masoud; Zhou, Hai2018Dark Silicon and Future On-chip Systems1.1.
Parallel imperialist competitive algorithmsMajd, Amin; Sahebi, Golnaz; Daneshtalab, Masoud; Plosila, Juha; Lotfi, Shahriar; Tenhunen, Hannu2018Concurrency and Computation-practice & Experience1.1.
A Customized Processing-in-Memory Architecture for Biological Sequence AlignmentAkbari, Nasrin; Modarressi, Mehdi; Daneshtalab, Masoud; Loni, Mohammad20182018 Ieee 29th International Conference On Application-specific Systems, Architectures and Processors (asap)3.1.
ADONN: Adaptive Design of Optimized Deep Neural Networks for Embedded SystemsLoni, Mohammad; Daneshtalab, Masoud; Sjodin, Mikael20182018 21st Euromicro Conference on Digital System Design (DSD)3.1.Tallinn University of Technology , School of Information Technologies, Department of Computer Systems
AutoRIO: An Indoor Testbed for Developing Autonomous VehiclesLoni, Mohammad; Daneshtalab, Masoud; Sjodin, Mikael; Hamouachy, Fadouao; Casarrubios, Clementine20182018 International Japan-Africa Conference on Electronics, Communications and Computations (JAC-ECC)3.1.Tallinn University of Technology , School of Information Technologies, Department of Computer Systems
Designing Compact Convolutional Neural Network for Embedded Stereo Vision SystemsLoni, Mohammad; Majd, Amin; Loni, Abdolah; Daneshtalab, Masoud; Sjodin, Mikael; Troubitsyna, Elena20182018 IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)3.1.Tallinn University of Technology , School of Information Technologies, Department of Computer Systems
Optimal Placement for Smart Mobile Access PointsMajd, Amin; Troubitsyna, Elena; Daneshtalab, Masoud20182018 Ieee Smartworld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation3.1.
Using Optimization, Learning, and Drone Reflexes to Maximize Safety of Swarms of DronesMajd, Amin; Ashraf, Adnan; Troubitsyna, Elena; Daneshtalab, Masoud20182018 Ieee Congress On Evolutionary Computation (cec)3.1.
CAP-W: Congestion-aware platform for wireless-based network-on-chip in many-core eraRezaei, Amin; Daneshtalab, Masoud; Zhao, Dan2017Microprocessors and Microsystems: Embedded Hardware Design1.1.
Customizing Clos Network-on-Chip for Neural NetworksHojabr, Reza; Modarressi, Mehdi; Daneshtalab, Masoud; Yasoubi, Ali; Khonsari, Ahmad2017IEEE Transactions On Computers1.1.
Accelerating Stereo Vision Algorithm using SSE3, AVX2, and CUDAKokhazadeh, M.; Kokhazad, Z.; Dehyadegari, M.; Daneshtalab, M.20172017 25th Iranian Conference On Electrical Engineering (icee)3.1.
Coverage and Minimal CommunicationMajd, Amin; Daneshtalab, Masoud; Troubitsyna, Elena; Sahebi, Golnaz2017Proceedings of The Fifth European Conference On The Engineering of Computer-based Systems (ecbs 2017)3.1.