2020
|
Anzanpour, Arman; Amiri, Delaram; Azimi, Iman; Levorato, Marco; Dutt, Nikil; Liljeberg, Pasi; Rahmani, Amir M Edge-Assisted Control for Healthcare Internet-of-Things: A Case Study on PPG-based Early Warning Score Journal Article ACM transaction on Internet of Things , 2020. Abstract | Links | BibTeX @article{EdgeControl-ACM2020,
title = {Edge-Assisted Control for Healthcare Internet-of-Things: A Case Study on PPG-based Early Warning Score},
author = {Arman Anzanpour and Delaram Amiri and Iman Azimi and Marco Levorato and Nikil Dutt and Pasi Liljeberg and Amir M. Rahmani},
url = {https://www.researchgate.net/publication/342787437_Edge-Assisted_Control_for_Healthcare_Internet-of-Things_A_Case_Study_on_PPG-based_Early_Warning_Score},
year = {2020},
date = {2020-08-01},
journal = {ACM transaction on Internet of Things },
abstract = {Recent advances in pervasive Internet of Things (IoT) technologies and edge computing have opened new avenues for development of ubiquitous health monitoring applications. Delivering an acceptable level of usability and accuracy for these healthcare IoT applications requires optimization of both system-driven and data-driven aspects which are typically done in a disjoint manner. While decoupled optimization of these processes yields local optima at each level, synergistic coupling of the system and data levels can lead to a holistic solution opening new opportunities for optimization. In this paper, we present an edge-assisted resource manager that dynamically controls the delity and duration of sensing w.r.t. changes in the patient's activity and health state, thus ne-tuning the trade-o between energy-e ciency and measurement accuracy. The cornerstone of our proposed solution is an intelligent low-latency real-time controller implemented at the edge layer that detects abnormalities in the patient's condition and accordingly adjusts the sensing parameters of a recon gurable wireless sensor node. We assess the e ciency of our proposed system via a case study of PPG-based medical Early Warning Score (EWS) system. Our experiments on a real full hardware-software EWS system reveal up to 49% power savings while maintaining the accuracy of the sensory data.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Recent advances in pervasive Internet of Things (IoT) technologies and edge computing have opened new avenues for development of ubiquitous health monitoring applications. Delivering an acceptable level of usability and accuracy for these healthcare IoT applications requires optimization of both system-driven and data-driven aspects which are typically done in a disjoint manner. While decoupled optimization of these processes yields local optima at each level, synergistic coupling of the system and data levels can lead to a holistic solution opening new opportunities for optimization. In this paper, we present an edge-assisted resource manager that dynamically controls the delity and duration of sensing w.r.t. changes in the patient's activity and health state, thus ne-tuning the trade-o between energy-e ciency and measurement accuracy. The cornerstone of our proposed solution is an intelligent low-latency real-time controller implemented at the edge layer that detects abnormalities in the patient's condition and accordingly adjusts the sensing parameters of a recon gurable wireless sensor node. We assess the e ciency of our proposed system via a case study of PPG-based medical Early Warning Score (EWS) system. Our experiments on a real full hardware-software EWS system reveal up to 49% power savings while maintaining the accuracy of the sensory data. |
Nejatollahi Hamid; Saransh, Gupta; Imani Mohsen; Tajana Rosing; Cammarota Rosario; Dutt Nikil CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware Journal Article Design Automation Conference (DAC), 2020, (Best paper award finalist). Links | BibTeX @article{Nejatollahi2020-DAC,
title = {CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware},
author = {Nejatollahi, Hamid; Saransh, Gupta; Imani, Mohsen; Tajana, Rosing; Cammarota, Rosario; Dutt, Nikil},
url = {https://eprint.iacr.org/2020/276},
year = {2020},
date = {2020-06-01},
journal = {Design Automation Conference (DAC)},
note = {Best paper award finalist},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil; Levorato, Marco Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control Book Chapter Fog Computing: Theory and Practice, Chapter 9, pp. arXiv:1907.11989, Wiley, 2020, ISBN: 9781119551713. Abstract | Links | BibTeX @inbook{amiribook2020,
title = {Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control},
author = {Delaram Amiri and Arman Anzanpour and Iman Azimi and Amir M Rahmani and Pasi Liljeberg and Nikil Dutt and Marco Levorato},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119551713.ch9},
doi = {https://doi.org/10.1002/9781119551713.ch9},
isbn = {9781119551713},
year = {2020},
date = {2020-04-25},
booktitle = {Fog Computing: Theory and Practice},
journal = {arXiv e-prints},
pages = {arXiv:1907.11989},
publisher = {Wiley},
chapter = {9},
abstract = {Recent advances in the Internet of Things (IoT) technologies have enabled the use of wearables for remote patient monitoring. Wearable sensors capture the patient's vital signs, and provide alerts or diagnosis based on the collected data. Unfortunately, wearables typically have limited energy and computational capacity, making their use challenging for healthcare applications where monitoring must continue uninterrupted long time, without the need to charge or change the battery. Fog computing can alleviate this problem by offloading computationally intensive tasks from the sensor layer to higher layers, thereby not only meeting the sensors' limited computational capacity but also enabling the use of local closed-loop energy optimization algorithms to increase the battery life.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Recent advances in the Internet of Things (IoT) technologies have enabled the use of wearables for remote patient monitoring. Wearable sensors capture the patient's vital signs, and provide alerts or diagnosis based on the collected data. Unfortunately, wearables typically have limited energy and computational capacity, making their use challenging for healthcare applications where monitoring must continue uninterrupted long time, without the need to charge or change the battery. Fog computing can alleviate this problem by offloading computationally intensive tasks from the sensor layer to higher layers, thereby not only meeting the sensors' limited computational capacity but also enabling the use of local closed-loop energy optimization algorithms to increase the battery life. |
Lee, Tao-Yi; Vo, Khuong; Baek, Wongi; Khine, Michelle; Dutt, Nikil D STINT: selective transmission for low-energy physiological monitoring Inproceedings ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics
and Design, Boston, Massachusetts, August 10-12, 2020, pp. 115–120, ACM, 2020. Links | BibTeX @inproceedings{DBLP:conf/islped/LeeVBKD20,
title = {STINT: selective transmission for low-energy physiological monitoring},
author = {Tao-Yi Lee and Khuong Vo and Wongi Baek and Michelle Khine and Nikil D Dutt},
url = {https://doi.org/10.1145/3370748.3406563},
doi = {10.1145/3370748.3406563},
year = {2020},
date = {2020-04-03},
booktitle = {ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics
and Design, Boston, Massachusetts, August 10-12, 2020},
pages = {115--120},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Vo, Khuong; Le, Tai; Rahmani, Amir M; Dutt, Nikil D; Cao, Hung An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram Journal Article Sensors, 20 (13), pp. 3757, 2020. Links | BibTeX @article{DBLP:journals/sensors/VoLRDC20,
title = {An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram},
author = {Khuong Vo and Tai Le and Amir M Rahmani and Nikil D Dutt and Hung Cao},
url = {https://doi.org/10.3390/s20133757},
doi = {10.3390/s20133757},
year = {2020},
date = {2020-04-02},
journal = {Sensors},
volume = {20},
number = {13},
pages = {3757},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Peroni, Daniel; Imani, Mohsen; Hamid, Nejatollahi; Dutt, Nikil; Rosing, Tajana Data Reuse for Accelerated Approximate Warps Journal Article IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020. Links | BibTeX @article{Nejatollahi2020-TCAD,
title = {Data Reuse for Accelerated Approximate Warps},
author = {Daniel Peroni and Mohsen Imani and Nejatollahi Hamid and Nikil Dutt and Tajana Rosing},
url = {https://ieeexplore.ieee.org/document/9060871},
year = {2020},
date = {2020-04-01},
journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Nejatollahi Hamid; Sina Shahhosseini; Cammarota, Rosario; Dutt Nikil Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors Conference International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020, (Best paper award finalist). Links | BibTeX @conference{Nejatollah-ICASSP,
title = {Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors},
author = {Nejatollahi, Hamid; Sina Shahhosseini; Cammarota, Rosario; Dutt, Nikil},
url = {https://eprint.iacr.org/2019/1297.pdf},
year = {2020},
date = {2020-02-01},
booktitle = {International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
note = {Best paper award finalist},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Nejatollahi Hamid; Felipe, Valencia; Banik Subhadeep; Regazzoni Francesco; Cammarota Rosario; Dutt Nikil Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography Journal Article Transactions on Embedded Computing Systems, 2020. Links | BibTeX @article{Nejatollahi2020-TECS,
title = {Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography},
author = {Nejatollahi, Hamid; Felipe, Valencia; Banik, Subhadeep; Regazzoni Francesco; Cammarota, Rosario; Dutt, Nikil},
url = {https://dl.acm.org/doi/10.1145/3378164},
year = {2020},
date = {2020-01-13},
journal = {Transactions on Embedded Computing Systems},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Maity, Biswadip; Shoushtari, Majid; Rahmani, Amir M; Dutt, Nikil D Self-Adaptive Memory Approximation: A Formal Control Theory Approach Journal Article IEEE Embed. Syst. Lett., 12 (2), pp. 33–36, 2020. Links | BibTeX @article{DBLP:journals/esl/MaitySRD20,
title = {Self-Adaptive Memory Approximation: A Formal Control Theory Approach},
author = {Biswadip Maity and Majid Shoushtari and Amir M Rahmani and Nikil D Dutt},
url = {https://doi.org/10.1109/LES.2019.2941018},
doi = {10.1109/LES.2019.2941018},
year = {2020},
date = {2020-01-01},
journal = {IEEE Embed. Syst. Lett.},
volume = {12},
number = {2},
pages = {33--36},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Dutt, Nikil D; Regazzoni, Carlo S; Rinner, Bernhard; Yao, Xin Self-Awareness for Autonomous Systems Journal Article Proceedings of the IEEE, 108 (7), pp. 971–975, 2020. Links | BibTeX @article{DBLP:journals/pieee/DuttRRY20,
title = {Self-Awareness for Autonomous Systems},
author = {Nikil D Dutt and Carlo S Regazzoni and Bernhard Rinner and Xin Yao},
url = {https://doi.org/10.1109/JPROC.2020.2990784},
doi = {10.1109/JPROC.2020.2990784},
year = {2020},
date = {2020-01-01},
journal = {Proceedings of the IEEE},
volume = {108},
number = {7},
pages = {971--975},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Hoffmann, Henry; Jantsch, Axel; Dutt, Nikil D Embodied Self-Aware Computing Systems Journal Article Proceedings of the IEEE, 108 (7), pp. 1027–1046, 2020. Links | BibTeX @article{DBLP:journals/pieee/HoffmannJD20,
title = {Embodied Self-Aware Computing Systems},
author = {Henry Hoffmann and Axel Jantsch and Nikil D Dutt},
url = {https://doi.org/10.1109/JPROC.2020.2977054},
doi = {10.1109/JPROC.2020.2977054},
year = {2020},
date = {2020-01-01},
journal = {Proceedings of the IEEE},
volume = {108},
number = {7},
pages = {1027--1046},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Vishwanath, Manoj; Jafarlou, Salar; Shin, Ikhwan; Lim, Miranda M; Dutt, Nikil D; Rahmani, Amir M; Cao, Hung Investigation of Machine Learning Approaches for Traumatic Brain Injury
Classification via EEG Assessment in Mice Journal Article Sensors, 20 (7), pp. 2027, 2020. Links | BibTeX @article{DBLP:journals/sensors/VishwanathJSLDR20,
title = {Investigation of Machine Learning Approaches for Traumatic Brain Injury
Classification via EEG Assessment in Mice},
author = {Manoj Vishwanath and Salar Jafarlou and Ikhwan Shin and Miranda M Lim and Nikil D Dutt and Amir M Rahmani and Hung Cao},
url = {https://doi.org/10.3390/s20072027},
doi = {10.3390/s20072027},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {20},
number = {7},
pages = {2027},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jantsch, Axel; Lewis, Peter R; Dutt, Nikil D Introduction to the Special Issue on Self-Aware Cyber-physical Systems Journal Article ACM Trans. Cyber Phys. Syst., 4 (4), pp. 37:1–37:2, 2020. Links | BibTeX @article{DBLP:journals/tcps/JantschLD20,
title = {Introduction to the Special Issue on Self-Aware Cyber-physical Systems},
author = {Axel Jantsch and Peter R Lewis and Nikil D Dutt},
url = {https://dl.acm.org/doi/10.1145/3397266},
year = {2020},
date = {2020-01-01},
journal = {ACM Trans. Cyber Phys. Syst.},
volume = {4},
number = {4},
pages = {37:1--37:2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bellman, Kirstie L; Landauer, Christopher; Dutt, Nikil D; Esterle, Lukas; Herkersdorf, Andreas; Jantsch, Axel; Taherinejad, Nima; Lewis, Peter R; Platzner, Marco; ä, Kalle Tammem Self-aware Cyber-Physical Systems Journal Article ACM Trans. Cyber Phys. Syst., 4 (4), pp. 38:1–38:26, 2020. Links | BibTeX @article{DBLP:journals/tcps/BellmanLDEHJTLP20,
title = {Self-aware Cyber-Physical Systems},
author = {Kirstie L Bellman and Christopher Landauer and Nikil D Dutt and Lukas Esterle and Andreas Herkersdorf and Axel Jantsch and Nima Taherinejad and Peter R Lewis and Marco Platzner and Kalle Tammem ä},
url = {https://dl.acm.org/doi/10.1145/3375716},
year = {2020},
date = {2020-01-01},
journal = {ACM Trans. Cyber Phys. Syst.},
volume = {4},
number = {4},
pages = {38:1--38:26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Balaji, Adarsha; Catthoor, Francky; Das, Anup; Wu, Yuefeng; Huynh, Khanh; Dell'Anna, Francesco; Indiveri, Giacomo; Krichmar, Jeffrey L; Dutt, Nikil D; Schaafsma, Siebren Mapping Spiking Neural Networks to Neuromorphic Hardware Journal Article IEEE Trans. Very Large Scale Integr. Syst., 28 (1), pp. 76–86, 2020. Links | BibTeX @article{DBLP:journals/tvlsi/BalajiCDWHDIKDS20,
title = {Mapping Spiking Neural Networks to Neuromorphic Hardware},
author = {Adarsha Balaji and Francky Catthoor and Anup Das and Yuefeng Wu and Khanh Huynh and Francesco Dell'Anna and Giacomo Indiveri and Jeffrey L Krichmar and Nikil D Dutt and Siebren Schaafsma},
url = {https://doi.org/10.1109/TVLSI.2019.2951493},
doi = {10.1109/TVLSI.2019.2951493},
year = {2020},
date = {2020-01-01},
journal = {IEEE Trans. Very Large Scale Integr. Syst.},
volume = {28},
number = {1},
pages = {76--86},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Williams, Lucretia; Hayes, Gillian R; Guo, Yuqing; Rahmani, Amir; Dutt, Nikil D HCI and mHealth Wearable Tech: A Multidisciplinary Research Challenge Inproceedings Extended Abstracts of the 2020 CHI Conference on Human Factors in
Computing Systems, CHI 2020, Honolulu, HI, USA, April 25-30, 2020, pp. 1–7, ACM, 2020. Links | BibTeX @inproceedings{DBLP:conf/chi/WilliamsHGRD20,
title = {HCI and mHealth Wearable Tech: A Multidisciplinary Research Challenge},
author = {Lucretia Williams and Gillian R Hayes and Yuqing Guo and Amir Rahmani and Nikil D Dutt},
url = {https://doi.org/10.1145/3334480.3375223},
doi = {10.1145/3334480.3375223},
year = {2020},
date = {2020-01-01},
booktitle = {Extended Abstracts of the 2020 CHI Conference on Human Factors in
Computing Systems, CHI 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--7},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Maurer, Florian; Donyanavard, Bryan; Rahmani, Amir M; Dutt, Nikil D; Herkersdorf, Andreas Emergent Control of MPSoC Operation by a Hierarchical Supervisor /
Reinforcement Learning Approach Inproceedings 2020 Design, Automation & Test in Europe Conference & Exhibition,
DATE 2020, Grenoble, France, March 9-13, 2020, pp. 1562–1567, IEEE, 2020. Links | BibTeX @inproceedings{DBLP:conf/date/MaurerDRDH20,
title = {Emergent Control of MPSoC Operation by a Hierarchical Supervisor /
Reinforcement Learning Approach},
author = {Florian Maurer and Bryan Donyanavard and Amir M Rahmani and Nikil D Dutt and Andreas Herkersdorf},
url = {https://doi.org/10.23919/DATE48585.2020.9116574},
doi = {10.23919/DATE48585.2020.9116574},
year = {2020},
date = {2020-01-01},
booktitle = {2020 Design, Automation & Test in Europe Conference & Exhibition,
DATE 2020, Grenoble, France, March 9-13, 2020},
pages = {1562--1567},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Vishwanath, Manoj; Jafarlou, Salar; Shin, Ikhwan; Dutt, Nikil D; Rahmani, Amir M; Lim, Miranda M; Cao, Hung Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches Inproceedings 42nd Annual International Conference of the IEEE Engineering in
Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada,
July 20-24, 2020, pp. 3335–3338, IEEE, 2020. Links | BibTeX @inproceedings{DBLP:conf/embc/VishwanathJSDRL20,
title = {Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches},
author = {Manoj Vishwanath and Salar Jafarlou and Ikhwan Shin and Nikil D Dutt and Amir M Rahmani and Miranda M Lim and Hung Cao},
url = {https://doi.org/10.1109/EMBC44109.2020.9175915},
doi = {10.1109/EMBC44109.2020.9175915},
year = {2020},
date = {2020-01-01},
booktitle = {42nd Annual International Conference of the IEEE Engineering in
Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {3335--3338},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Laitala, Juho; Jiang, Mingzhe; Syrjälä, Elise; Naeini, Emad Kasaeyan; Airola, Antti; Rahmani, Amir M; Dutt, Nikil D; Liljeberg, Pasi Robust ECG R-peak detection using LSTM Inproceedings SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020, pp. 1104–1111, ACM, 2020. Links | BibTeX @inproceedings{DBLP:conf/sac/LaitalaJSNARDL20,
title = {Robust ECG R-peak detection using LSTM},
author = {Juho Laitala and Mingzhe Jiang and Elise Syrjälä and Emad Kasaeyan Naeini and Antti Airola and Amir M Rahmani and Nikil D Dutt and Pasi Liljeberg},
url = {https://doi.org/10.1145/3341105.3373945},
doi = {10.1145/3341105.3373945},
year = {2020},
date = {2020-01-01},
booktitle = {SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {1104--1111},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Balaji, Adarsha; Adiraju, Prathyusha; Kashyap, Hirak J; Das, Anup; Krichmar, Jeffrey L; Dutt, Nikil D; Catthoor, Francky PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of
Spiking Neural Network Journal Article CoRR, abs/2003.09696 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2003-09696,
title = {PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of
Spiking Neural Network},
author = {Adarsha Balaji and Prathyusha Adiraju and Hirak J Kashyap and Anup Das and Jeffrey L Krichmar and Nikil D Dutt and Francky Catthoor},
url = {https://arxiv.org/abs/2003.09696},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2003.09696},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Aqajari, Seyed Amir Hossein; Naeini, Emad Kasaeyan; Mehrabadi, Milad Asgari; Labbaf, Sina; Rahmani, Amir M; Dutt, Nikil D GSR Analysis for Stress: Development and Validation of an Open Source
Tool for Noisy Naturalistic GSR Data Journal Article CoRR, abs/2005.01834 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2005-01834,
title = {GSR Analysis for Stress: Development and Validation of an Open Source
Tool for Noisy Naturalistic GSR Data},
author = {Seyed Amir Hossein Aqajari and Emad Kasaeyan Naeini and Milad Asgari Mehrabadi and Sina Labbaf and Amir M Rahmani and Nikil D Dutt},
url = {https://arxiv.org/abs/2005.01834},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2005.01834},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mehrabadi, Milad Asgari; Dutt, Nikil D; Rahmani, Amir M The Causality Inference of Public Interest in Restaurants and Bars
on COVID-19 Daily Cases in the US: A Google Trends Analysis Journal Article CoRR, abs/2007.13255 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2007-13255,
title = {The Causality Inference of Public Interest in Restaurants and Bars
on COVID-19 Daily Cases in the US: A Google Trends Analysis},
author = {Milad Asgari Mehrabadi and Nikil D Dutt and Amir M Rahmani},
url = {https://arxiv.org/abs/2007.13255},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2007.13255},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Donyanavard, Bryan; Rahmani, Amir M; Jantsch, Axel; Mutlu, Onur; Dutt, Nikil D Intelligent Management of Mobile Systems through Computational Self-Awareness Journal Article CoRR, abs/2008.00095 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2008-00095,
title = {Intelligent Management of Mobile Systems through Computational Self-Awareness},
author = {Bryan Donyanavard and Amir M Rahmani and Axel Jantsch and Onur Mutlu and Nikil D Dutt},
url = {https://arxiv.org/abs/2008.00095},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2008.00095},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Cammarota, Rosario; Schunter, Matthias; Rajan, Anand; Boemer, Fabian; Á, ; Treiber, Amos; Weinert, Christian; Schneider, Thomas; Stapf, Emmanuel; Sadeghi, Ahmad-Reza; Demmler, Daniel; Chen, Huili; Hussain, Siam Umar; Riazi, Sadegh M; Koushanfar, Farinaz; Gupta, Saransh; Rosing, Tajan Simunic; Chaudhuri, Kamalika; Nejatollahi, Hamid; Dutt, Nikil D; Imani, Mohsen; Laine, Kim; Dubey, Anuj; Aysu, Aydin; Hosseini, Fateme Sadat; Yang, Chengmo; Wallace, Eric; Norton, Pamela Trustworthy AI Inference Systems: An Industry Research View Journal Article CoRR, abs/2008.04449 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2008-04449,
title = {Trustworthy AI Inference Systems: An Industry Research View},
author = {Rosario Cammarota and Matthias Schunter and Anand Rajan and Fabian Boemer and Á and Amos Treiber and Christian Weinert and Thomas Schneider and Emmanuel Stapf and Ahmad-Reza Sadeghi and Daniel Demmler and Huili Chen and Siam Umar Hussain and Sadegh M Riazi and Farinaz Koushanfar and Saransh Gupta and Tajan Simunic Rosing and Kamalika Chaudhuri and Hamid Nejatollahi and Nikil D Dutt and Mohsen Imani and Kim Laine and Anuj Dubey and Aydin Aysu and Fateme Sadat Hosseini and Chengmo Yang and Eric Wallace and Pamela Norton},
url = {https://arxiv.org/abs/2008.04449},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2008.04449},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Lee, Tao-Yi; Levorato, Marco; Dutt, Nikil DNN-Assisted Sensor for Energy-Efficient ECG Monitoring Conference DNN-Assisted Sensor for Energy-Efficient ECG Monitoring, 2019 IEEE Global Communications Conference (GLOBECOM), 2019. Links | BibTeX @conference{Lee2019,
title = {DNN-Assisted Sensor for Energy-Efficient ECG Monitoring},
author = {Tao-Yi Lee and Marco Levorato and Nikil Dutt},
url = {https://ieeexplore.ieee.org/document/9014002},
year = {2019},
date = {2019-12-10},
booktitle = {DNN-Assisted Sensor for Energy-Efficient ECG Monitoring},
publisher = {2019 IEEE Global Communications Conference (GLOBECOM)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Nejatollahi, Hamid; Dutt, Nikil; Cammarota, Rosario Flexible NTT Accelerators for RLWE Lattice-Based Cryptography Conference 2019. Links | BibTeX @conference{Nejatollahi2019b,
title = {Flexible NTT Accelerators for RLWE Lattice-Based Cryptography},
author = {Hamid Nejatollahi and Nikil Dutt and Rosario Cammarota},
url = {https://ieeexplore.ieee.org/document/8988700},
year = {2019},
date = {2019-11-17},
journal = {37th IEEE International Conference on Computer Design},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Levorato, Marco; Liljeberg, Pasi; Dutt, Nikil; Rahmani, Amir M Context-Aware Sensing via Dynamic Programming for Edge-Assisted Wearable Systems Journal Article ACM transaction on computing for healthcare (HEALTH), 2019. Links | BibTeX @article{amiri-levorato-2019,
title = {Context-Aware Sensing via Dynamic Programming for Edge-Assisted Wearable Systems},
author = {Delaram Amiri and Arman Anzanpour and Iman Azimi and Marco Levorato and Pasi Liljeberg and Nikil Dutt and Amir M Rahmani},
url = {https://www.researchgate.net/publication/334849243_Context-Aware_Sensing_via_Dynamic_Programming_for_Edge-Assisted_Wearable_Systems},
doi = {10.1145/3351286},
year = {2019},
date = {2019-08-01},
booktitle = {ACM Transactions on Computing for Healthcare},
journal = {ACM transaction on computing for healthcare (HEALTH)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Peroni, Daniel; Imani, Mohsen; Hamid, Nejatollahi; Dutt, Nikil; Rosing, Tajana ARGA: Approximate Reuse for GPGPU Acceleration Conference IEEE/ACM Design Automation Conference (DAC), 2019. Links | BibTeX @conference{Peroni2019,
title = {ARGA: Approximate Reuse for GPGPU Acceleration},
author = {Daniel Peroni and Mohsen Imani and Nejatollahi Hamid and Nikil Dutt and Tajana Rosing},
doi = {10.1145/3316781.3317776},
year = {2019},
date = {2019-05-01},
booktitle = { IEEE/ACM Design Automation Conference (DAC)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Kasaeyan Naeini, Emad; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things Journal Article Procedia Computer Science, 151 , pp. 551 - 558, 2019, ISSN: 1877-0509, (The 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops). Abstract | Links | BibTeX @article{NAEINI2019551,
title = {A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things},
author = {Emad Kasaeyan Naeini and Iman Azimi and Amir M Rahmani and Pasi Liljeberg and Nikil Dutt},
url = {http://www.sciencedirect.com/science/article/pii/S1877050919305368},
doi = {https://doi.org/10.1016/j.procs.2019.04.074},
issn = {1877-0509},
year = {2019},
date = {2019-05-01},
journal = {Procedia Computer Science},
volume = {151},
pages = {551 - 558},
abstract = {Photoplethysmography (PPG) as a non-invasive and low-cost technique plays a significant role in wearable Internet-of-Things based health monitoring systems, enabling continuous health and well-being data collection. As PPG monitoring is relatively simple, non-invasive, and convenient, it is widely used in a variety of wearable devices (e.g., smart bands, smart rings, smartphones) to acquire different vital signs such as heart rate and pulse rate variability. However, the accuracy of such vital signs highly depends on the quality of the signal and the presence of artifacts generated by other resources such as motion. This unreliable performance is unacceptable in health monitoring systems. To tackle this issue, different studies have proposed motion artifacts reduction and signal quality assessment methods. However, they merely focus on improvements in the results and signal quality. Therefore, they are unable to alleviate erroneous decision making due to invalid vital signs extracted from the unreliable PPG signals. In this paper, we propose a novel PPG quality assessment approach for IoT-based health monitoring systems, by which the reliability of the vital signs extracted from PPG quality is determined. Therefore, unreliable data can be discarded to prevent inaccurate decision making and false alarms. Exploiting a Convolutional Neural Networks (CNN) approach, a hypothesis function is created by comparing heart rate in the PPG with corresponding heart rate values extracted from ECG signal. We implement a proof-of-concept IoT-based system to evaluate the accuracy of the proposed approach.},
note = {The 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Photoplethysmography (PPG) as a non-invasive and low-cost technique plays a significant role in wearable Internet-of-Things based health monitoring systems, enabling continuous health and well-being data collection. As PPG monitoring is relatively simple, non-invasive, and convenient, it is widely used in a variety of wearable devices (e.g., smart bands, smart rings, smartphones) to acquire different vital signs such as heart rate and pulse rate variability. However, the accuracy of such vital signs highly depends on the quality of the signal and the presence of artifacts generated by other resources such as motion. This unreliable performance is unacceptable in health monitoring systems. To tackle this issue, different studies have proposed motion artifacts reduction and signal quality assessment methods. However, they merely focus on improvements in the results and signal quality. Therefore, they are unable to alleviate erroneous decision making due to invalid vital signs extracted from the unreliable PPG signals. In this paper, we propose a novel PPG quality assessment approach for IoT-based health monitoring systems, by which the reliability of the vital signs extracted from PPG quality is determined. Therefore, unreliable data can be discarded to prevent inaccurate decision making and false alarms. Exploiting a Convolutional Neural Networks (CNN) approach, a hypothesis function is created by comparing heart rate in the PPG with corresponding heart rate values extracted from ECG signal. We implement a proof-of-concept IoT-based system to evaluate the accuracy of the proposed approach. |
Seto, Kenshu; Nejatollahi, Hamid; An, Jiyoung; Kang, Sujin; Dutt, Nikil Small Memory Footprint Neural Network Accelerators Inproceedings International Symposium on Quality Electronic Design (ISQED), 2019. Links | BibTeX @inproceedings{Seto2019,
title = {Small Memory Footprint Neural Network Accelerators},
author = {Kenshu Seto and Hamid Nejatollahi and Jiyoung An and Sujin Kang and Nikil Dutt},
doi = {10.1109/ISQED.2019.8697641},
year = {2019},
date = {2019-03-01},
booktitle = {International Symposium on Quality Electronic Design (ISQED)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Nejatollahi, Hamid ; Dutt, Nikil ; Ray, Sandip ; Regazzoni, Francesco ; Banerjee, Indranil ; Cammarota, Rosario Post-Quantum Lattice-Based Cryptography Implementations: A Survey Journal Article ACM Computing Survey, 51 (6), 2019, ISSN: 0360-0300. Abstract | Links | BibTeX @article{Nejatollahi2019,
title = {Post-Quantum Lattice-Based Cryptography Implementations: A Survey},
author = {Nejatollahi, Hamid and Dutt, Nikil and Ray, Sandip and Regazzoni, Francesco and Banerjee, Indranil and Cammarota, Rosario},
doi = {10.1145/3292548},
issn = {0360-0300},
year = {2019},
date = {2019-01-04},
journal = {ACM Computing Survey},
volume = {51},
number = {6},
abstract = {The advent of quantum computing threatens to break many classical cryptographic schemes, leading to innovations in public key cryptography that focus on post-quantum cryptography primitives and protocols resistant to quantum computing threats. Lattice-based cryptography is a promising post-quantum cryptography family, both in terms of foundational properties as well as in its application to both traditional and emerging security problems such as encryption, digital signature, key exchange, and homomorphic encryption. While such techniques provide guarantees, in theory, their realization on contemporary computing platforms requires careful design choices and tradeoffs to manage both the diversity of computing platforms (e.g., high-performance to resource constrained), as well as the agility for deployment in the face of emerging and changing standards. In this work, we survey trends in lattice-based cryptographic schemes, some recent fundamental proposals for the use of lattices in computer security, challenges for their implementation in software and hardware, and emerging needs for their adoption. The survey means to be informative about the math to allow the reader to focus on the mechanics of the computation ultimately needed for mapping schemes on existing hardware or synthesizing part or all of a scheme on special-purpose hardware.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
The advent of quantum computing threatens to break many classical cryptographic schemes, leading to innovations in public key cryptography that focus on post-quantum cryptography primitives and protocols resistant to quantum computing threats. Lattice-based cryptography is a promising post-quantum cryptography family, both in terms of foundational properties as well as in its application to both traditional and emerging security problems such as encryption, digital signature, key exchange, and homomorphic encryption. While such techniques provide guarantees, in theory, their realization on contemporary computing platforms requires careful design choices and tradeoffs to manage both the diversity of computing platforms (e.g., high-performance to resource constrained), as well as the agility for deployment in the face of emerging and changing standards. In this work, we survey trends in lattice-based cryptographic schemes, some recent fundamental proposals for the use of lattices in computer security, challenges for their implementation in software and hardware, and emerging needs for their adoption. The survey means to be informative about the math to allow the reader to focus on the mechanics of the computation ultimately needed for mapping schemes on existing hardware or synthesizing part or all of a scheme on special-purpose hardware. |
Azimi, Iman; Oti, Olugbenga; Labbaf, Sina; -, Hannakaisa Niela; Axelin, Anna; Dutt, Nikil D; Liljeberg, Pasi; Rahmani, Amir M Personalized Maternal Sleep Quality Assessment: An Objective IoT-based
Longitudinal Study Journal Article IEEE Access, 7 , pp. 93433–93447, 2019. Links | BibTeX @article{DBLP:journals/access/AzimiOLNADLR19,
title = {Personalized Maternal Sleep Quality Assessment: An Objective IoT-based
Longitudinal Study},
author = {Iman Azimi and Olugbenga Oti and Sina Labbaf and Hannakaisa Niela{-}Vil é and Anna Axelin and Nikil D Dutt and Pasi Liljeberg and Amir M Rahmani},
url = {https://doi.org/10.1109/ACCESS.2019.2927781},
doi = {10.1109/ACCESS.2019.2927781},
year = {2019},
date = {2019-01-01},
journal = {IEEE Access},
volume = {7},
pages = {93433--93447},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Balaji, Adarsha; Song, Shihao; Das, Anup; Dutt, Nikil D; Krichmar, Jeff; Kandasamy, Nagarajan; Catthoor, Francky A Framework to Explore Workload-Specific Performance and Lifetime
Trade-offs in Neuromorphic Computing Journal Article IEEE Comput. Archit. Lett., 18 (2), pp. 149–152, 2019. Links | BibTeX @article{DBLP:journals/cal/BalajiSDDKKC19,
title = {A Framework to Explore Workload-Specific Performance and Lifetime
Trade-offs in Neuromorphic Computing},
author = {Adarsha Balaji and Shihao Song and Anup Das and Nikil D Dutt and Jeff Krichmar and Nagarajan Kandasamy and Francky Catthoor},
url = {https://doi.org/10.1109/LCA.2019.2951507},
doi = {10.1109/LCA.2019.2951507},
year = {2019},
date = {2019-01-01},
journal = {IEEE Comput. Archit. Lett.},
volume = {18},
number = {2},
pages = {149--152},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Miele, Antonio; Kanduri, Anil; Moazzemi, Kasra; Juhász, Dávid; Rahmani, Amir M; Dutt, Nikil D; Liljeberg, Pasi; Jantsch, Axel On-Chip Dynamic Resource Management Journal Article Found. Trends Electron. Des. Autom., 13 (1-2), pp. 1–14, 2019. Links | BibTeX @article{DBLP:journals/fteda/MieleKMJRDLJ19,
title = {On-Chip Dynamic Resource Management},
author = {Antonio Miele and Anil Kanduri and Kasra Moazzemi and Dávid Juhász and Amir M Rahmani and Nikil D Dutt and Pasi Liljeberg and Axel Jantsch},
url = {https://doi.org/10.1561/1000000055},
doi = {10.1561/1000000055},
year = {2019},
date = {2019-01-01},
journal = {Found. Trends Electron. Des. Autom.},
volume = {13},
number = {1-2},
pages = {1--14},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jeong, Gu-Min; Lee, Kyoungwoo; Choi, Sang-Il; Ji, Sang-Hoon; Dutt, Nikil D Effect of Soft Errors in Iterative Learning Control and Compensation using Cross-layer Approach Journal Article Int. J. Comput. Commun. Control, 14 (3), pp. 359–374, 2019. Links | BibTeX @article{DBLP:journals/ijccc/JeongLCJD19,
title = {Effect of Soft Errors in Iterative Learning Control and Compensation using Cross-layer Approach},
author = {Gu-Min Jeong and Kyoungwoo Lee and Sang-Il Choi and Sang-Hoon Ji and Nikil D Dutt},
url = {https://doi.org/10.15837/ijccc.2019.3.3513},
doi = {10.15837/ijccc.2019.3.3513},
year = {2019},
date = {2019-01-01},
journal = {Int. J. Comput. Commun. Control},
volume = {14},
number = {3},
pages = {359--374},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
í, André Lu; Garibotti, Rafael; Dutt, Nikil D; Moraes, Fernando Gehm The power impact of hardware and software actuators on self-adaptable
many-core systems Journal Article J. Syst. Archit., 97 , pp. 42–53, 2019. Links | BibTeX @article{DBLP:journals/jsa/MartinsGDM19,
title = {The power impact of hardware and software actuators on self-adaptable
many-core systems},
author = {André Lu í and Rafael Garibotti and Nikil D Dutt and Fernando Gehm Moraes},
url = {https://doi.org/10.1016/j.sysarc.2019.05.006},
doi = {10.1016/j.sysarc.2019.05.006},
year = {2019},
date = {2019-01-01},
journal = {J. Syst. Archit.},
volume = {97},
pages = {42--53},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
í, André Lu; da Silva, Alzemiro Henrique Lucas; Rahmani, Amir M; Dutt, Nikil D; Moraes, Fernando Gehm Hierarchical adaptive Multi-objective resource management for many-core
systems Journal Article J. Syst. Archit., 97 , pp. 416–427, 2019. Links | BibTeX @article{DBLP:journals/jsa/MartinsSRDM19,
title = {Hierarchical adaptive Multi-objective resource management for many-core
systems},
author = {André Lu í and Alzemiro Henrique Lucas da Silva and Amir M Rahmani and Nikil D Dutt and Fernando Gehm Moraes},
url = {https://doi.org/10.1016/j.sysarc.2019.01.006},
doi = {10.1016/j.sysarc.2019.01.006},
year = {2019},
date = {2019-01-01},
journal = {J. Syst. Archit.},
volume = {97},
pages = {416--427},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Beyeler, Michael; Rounds, Emily L; Carlson, Kristofor D; Dutt, Nikil D; Krichmar, Jeffrey L Neural correlates of sparse coding and dimensionality reduction Journal Article PLoS Comput. Biol., 15 (6), 2019. Links | BibTeX @article{DBLP:journals/ploscb/BeyelerRCDK19,
title = {Neural correlates of sparse coding and dimensionality reduction},
author = {Michael Beyeler and Emily L Rounds and Kristofor D Carlson and Nikil D Dutt and Jeffrey L Krichmar},
url = {https://doi.org/10.1371/journal.pcbi.1006908},
doi = {10.1371/journal.pcbi.1006908},
year = {2019},
date = {2019-01-01},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {6},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Yang, Lei; Liu, Weichen; Guan, Nan; Dutt, Nikil D Optimal Application Mapping and Scheduling for Network-on-Chips with
Computation in STT-RAM Based Router Journal Article IEEE Trans. Computers, 68 (8), pp. 1174–1189, 2019. Links | BibTeX @article{DBLP:journals/tc/YangLGD19,
title = {Optimal Application Mapping and Scheduling for Network-on-Chips with
Computation in STT-RAM Based Router},
author = {Lei Yang and Weichen Liu and Nan Guan and Nikil D Dutt},
url = {https://doi.org/10.1109/TC.2018.2864749},
doi = {10.1109/TC.2018.2864749},
year = {2019},
date = {2019-01-01},
journal = {IEEE Trans. Computers},
volume = {68},
number = {8},
pages = {1174--1189},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Moazzemi, Kasra; Maity, Biswadip; Yi, Saehanseul; Rahmani, Amir M; Dutt, Nikil D HESSLE-FREE: Heterogeneous Systems Leveraging Fuzzy Control for Runtime Resource Management Journal Article ACM Trans. Embed. Comput. Syst., 18 (5s), pp. 74:1–74:19, 2019. Links | BibTeX @article{DBLP:journals/tecs/MoazzemiMYRD19,
title = {HESSLE-FREE: Heterogeneous Systems Leveraging Fuzzy Control for Runtime Resource Management},
author = {Kasra Moazzemi and Biswadip Maity and Saehanseul Yi and Amir M Rahmani and Nikil D Dutt},
url = {https://doi.org/10.1145/3358203},
doi = {10.1145/3358203},
year = {2019},
date = {2019-01-01},
journal = {ACM Trans. Embed. Comput. Syst.},
volume = {18},
number = {5s},
pages = {74:1--74:19},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Anzanpour, Arman; Rashid, Humayun; Rahmani, Amir M; Jantsch, Axel; Dutt, Nikil D; Liljeberg, Pasi Energy-efficient and Reliable Wearable Internet-of-Things through
Fog-Assisted Dynamic Goal Management Inproceedings Shakshuki, Elhadi M; -, Ansar (Ed.): The 10th International Conference on Ambient Systems, Networks and
Technologies (ANT 2019) / The 2nd International Conference on Emerging
Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April
29 - May 2, 2019, Leuven, Belgium, pp. 493–500, Elsevier, 2019. Links | BibTeX @inproceedings{DBLP:conf/ant/AnzanpourRRJDL19,
title = {Energy-efficient and Reliable Wearable Internet-of-Things through
Fog-Assisted Dynamic Goal Management},
author = {Arman Anzanpour and Humayun Rashid and Amir M Rahmani and Axel Jantsch and Nikil D Dutt and Pasi Liljeberg},
editor = {Elhadi M Shakshuki and Ansar{-}Ul -},
url = {https://doi.org/10.1016/j.procs.2019.04.067},
doi = {10.1016/j.procs.2019.04.067},
year = {2019},
date = {2019-01-01},
booktitle = {The 10th International Conference on Ambient Systems, Networks and
Technologies (ANT 2019) / The 2nd International Conference on Emerging
Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April
29 - May 2, 2019, Leuven, Belgium},
volume = {151},
pages = {493--500},
publisher = {Elsevier},
series = {Procedia Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rambo, Eberle A; Kadeed, Thawra; Ernst, Rolf; Seo, Minjun; Kurdahi, Fadi J; Donyanavard, Bryan; de Melo, Caio Batista; Maity, Biswadip; Moazzemi, Kasra; Stewart, Kenneth; Yi, Saehanseul; Rahmani, Amir M; Dutt, Nikil D; Maurer, Florian; Doan, Nguyen Anh Vu; Surhonne, Anmol; Wild, Thomas; Herkersdorf, Andreas The information processing factory: a paradigm for life cycle management
of dependable systems Inproceedings Proceedings of the International Conference on Hardware/Software Codesign
and System Synthesis Companion, CODES+ISSS 2019, part of ESWEEK
2019, New York, NY, USA, October 13-18, 2019, pp. 20:1–20:2, ACM, 2019. Links | BibTeX @inproceedings{DBLP:conf/codes/RamboKESKDMMMSY19,
title = {The information processing factory: a paradigm for life cycle management
of dependable systems},
author = {Eberle A Rambo and Thawra Kadeed and Rolf Ernst and Minjun Seo and Fadi J Kurdahi and Bryan Donyanavard and Caio Batista de Melo and Biswadip Maity and Kasra Moazzemi and Kenneth Stewart and Saehanseul Yi and Amir M Rahmani and Nikil D Dutt and Florian Maurer and Nguyen Anh Vu Doan and Anmol Surhonne and Thomas Wild and Andreas Herkersdorf},
url = {https://doi.org/10.1145/3349567.3357391},
doi = {10.1145/3349567.3357391},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the International Conference on Hardware/Software Codesign
and System Synthesis Companion, CODES+ISSS 2019, part of ESWEEK
2019, New York, NY, USA, October 13-18, 2019},
pages = {20:1--20:2},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Shamsa, Elham; Kanduri, Anil; Rahmani, Amir M; Liljeberg, Pasi; Jantsch, Axel; Dutt, Nikil D Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming
Objectives to Goals Inproceedings ü, J; Fummi, Franco (Ed.): Design, Automation & Test in Europe Conference & Exhibition,
DATE 2019, Florence, Italy, March 25-29, 2019, pp. 1397–1402, IEEE, 2019. Links | BibTeX @inproceedings{DBLP:conf/date/ShamsaKRLJD19,
title = {Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming
Objectives to Goals},
author = {Elham Shamsa and Anil Kanduri and Amir M Rahmani and Pasi Liljeberg and Axel Jantsch and Nikil D Dutt},
editor = {J ü and Franco Fummi},
url = {https://doi.org/10.23919/DATE.2019.8715134},
doi = {10.23919/DATE.2019.8715134},
year = {2019},
date = {2019-01-01},
booktitle = {Design, Automation & Test in Europe Conference & Exhibition,
DATE 2019, Florence, Italy, March 25-29, 2019},
pages = {1397--1402},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Shahhosseini, Sina; Azimi, Iman; Anzanpour, Arman; Jantsch, Axel; Liljeberg, Pasi; Dutt, Nikil D; Rahmani, Amir M Dynamic Computation Migration at the Edge: Is There an Optimal Choice? Inproceedings Homayoun, Houman; Taskin, Baris; Mohsenin, Tinoosh; Zhao, Weisheng (Ed.): Proceedings of the 2019 on Great Lakes Symposium on VLSI, GLSVLSI
2019, Tysons Corner, VA, USA, May 9-11, 2019, pp. 519–524, ACM, 2019. Links | BibTeX @inproceedings{DBLP:conf/glvlsi/ShahhosseiniAAJ19,
title = {Dynamic Computation Migration at the Edge: Is There an Optimal Choice?},
author = {Sina Shahhosseini and Iman Azimi and Arman Anzanpour and Axel Jantsch and Pasi Liljeberg and Nikil D Dutt and Amir M Rahmani},
editor = {Houman Homayoun and Baris Taskin and Tinoosh Mohsenin and Weisheng Zhao},
url = {https://doi.org/10.1145/3299874.3319336},
doi = {10.1145/3299874.3319336},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, GLSVLSI
2019, Tysons Corner, VA, USA, May 9-11, 2019},
pages = {519--524},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Donyanavard, Bryan; Mück, Tiago; Rahmani, Amir M; Dutt, Nikil D; Sadighi, Armin; Maurer, Florian; Herkersdorf, Andreas SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management Inproceedings Proceedings of the 52nd Annual IEEE/ACM International Symposium
on Microarchitecture, MICRO 2019, Columbus, OH, USA, October 12-16,
2019, pp. 685–698, ACM, 2019. Links | BibTeX @inproceedings{DBLP:conf/micro/DonyanavardMRDS19,
title = {SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management},
author = {Bryan Donyanavard and Tiago Mück and Amir M Rahmani and Nikil D Dutt and Armin Sadighi and Florian Maurer and Andreas Herkersdorf},
url = {https://doi.org/10.1145/3352460.3358312},
doi = {10.1145/3352460.3358312},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 52nd Annual IEEE/ACM International Symposium
on Microarchitecture, MICRO 2019, Columbus, OH, USA, October 12-16,
2019},
pages = {685--698},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hsieh, Chen-Ying; Sani, Ardalan Amiri; Dutt, Nikil D SURF: Self-aware Unified Runtime Framework for Parallel Programs on Heterogeneous Mobile Architectures Inproceedings 27th IFIP/IEEE International Conference on Very Large Scale Integration,
VLSI-SoC 2019, Cuzco, Peru, October 6-9, 2019, pp. 136–141, IEEE, 2019. Links | BibTeX @inproceedings{DBLP:conf/vlsi/HsiehSD19,
title = {SURF: Self-aware Unified Runtime Framework for Parallel Programs on Heterogeneous Mobile Architectures},
author = {Chen-Ying Hsieh and Ardalan Amiri Sani and Nikil D Dutt},
url = {https://doi.org/10.1109/VLSI-SoC.2019.8920374},
doi = {10.1109/VLSI-SoC.2019.8920374},
year = {2019},
date = {2019-01-01},
booktitle = {27th IFIP/IEEE International Conference on Very Large Scale Integration,
VLSI-SoC 2019, Cuzco, Peru, October 6-9, 2019},
pages = {136--141},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hsieh, Chen-Ying; Sani, Ardalan Amiri; Dutt, Nikil D Exploiting Heterogeneous Mobile Architectures Through a Unified Runtime Framework Inproceedings VLSI-SoC: New Technology Enabler - 27th IFIP WG 10.5/IEEE International
Conference on Very Large Scale Integration, VLSI-SoC 2019, Cusco,
Peru, October 6-9, 2019, Revised and Extended Selected Papers, pp. 323–344, Springer, 2019. Links | BibTeX @inproceedings{DBLP:conf/vlsi/HsiehSD19a,
title = {Exploiting Heterogeneous Mobile Architectures Through a Unified Runtime Framework},
author = {Chen-Ying Hsieh and Ardalan Amiri Sani and Nikil D Dutt},
url = {https://doi.org/10.1007/978-3-030-53273-4_15},
doi = {10.1007/978-3-030-53273-4_15},
year = {2019},
date = {2019-01-01},
booktitle = {VLSI-SoC: New Technology Enabler - 27th IFIP WG 10.5/IEEE International
Conference on Very Large Scale Integration, VLSI-SoC 2019, Cusco,
Peru, October 6-9, 2019, Revised and Extended Selected Papers},
volume = {586},
pages = {323--344},
publisher = {Springer},
series = {IFIP Advances in Information and Communication Technology},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Rambo, Eberle A; Donyanavard, Bryan; Seo, Minjun; Maurer, Florian; Kadeed, Thawra; de Melo, Caio Batista; Maity, Biswadip; Surhonne, Anmol; Herkersdorf, Andreas; Kurdahi, Fadi J; Dutt, Nikil D; Ernst, Rolf The Information Processing Factory: Organization, Terminology, and
Definitions Journal Article CoRR, abs/1907.01578 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1907-01578,
title = {The Information Processing Factory: Organization, Terminology, and
Definitions},
author = {Eberle A Rambo and Bryan Donyanavard and Minjun Seo and Florian Maurer and Thawra Kadeed and Caio Batista de Melo and Biswadip Maity and Anmol Surhonne and Andreas Herkersdorf and Fadi J Kurdahi and Nikil D Dutt and Rolf Ernst},
url = {http://arxiv.org/abs/1907.01578},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1907.01578},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Amiri, Delaram; Anzanpour, Arman; Azimi, Iman; Rahmani, Amir M; Liljeberg, Pasi; Dutt, Nikil D; Levorato, Marco Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control Journal Article CoRR, abs/1907.11989 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1907-11989,
title = {Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control},
author = {Delaram Amiri and Arman Anzanpour and Iman Azimi and Amir M Rahmani and Pasi Liljeberg and Nikil D Dutt and Marco Levorato},
url = {http://arxiv.org/abs/1907.11989},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1907.11989},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Balaji, Adarsha; Das, Anup; Wu, Yuefeng; Huynh, Khanh; Dell'Anna, Francesco; Indiveri, Giacomo; Krichmar, Jeffrey L; Dutt, Nikil D; Schaafsma, Siebren; Catthoor, Francky Mapping Spiking Neural Networks to Neuromorphic Hardware Journal Article CoRR, abs/1909.01843 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1909-01843,
title = {Mapping Spiking Neural Networks to Neuromorphic Hardware},
author = {Adarsha Balaji and Anup Das and Yuefeng Wu and Khanh Huynh and Francesco Dell'Anna and Giacomo Indiveri and Jeffrey L Krichmar and Nikil D Dutt and Siebren Schaafsma and Francky Catthoor},
url = {http://arxiv.org/abs/1909.01843},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1909.01843},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|