Publications

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@article{DBLP:journals/health/AmiriAALLDR20,

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 D Dutt and Amir M Rahmani},

url = {https://doi.org/10.1145/3351286},

doi = {10.1145/3351286},

year  = {2020},

date = {2020-01-01},

journal = {ACM Trans. Comput. Heal.},

volume = {1},

number = {2},

pages = {7:1--7:25},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tiot/AnzanpourAALDLR20,

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 D Dutt and Pasi Liljeberg and Amir M Rahmani},

url = {https://doi.org/10.1145/3407091},

doi = {10.1145/3407091},

year  = {2020},

date = {2020-01-01},

journal = {ACM Trans. Internet Things},

volume = {2},

number = {1},

pages = {1:1--1:21},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tecs/NejatollahiVBRC20,

title = {Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE 

 Post-quantum Cryptography},

author = {Hamid Nejatollahi and Felipe Valencia and Subhadeep Banik and Francesco Regazzoni and Rosario Cammarota and Nikil D Dutt},

url = {https://doi.org/10.1145/3378164},

doi = {10.1145/3378164},

year  = {2020},

date = {2020-01-01},

journal = {ACM Trans. Embed. Comput. Syst.},

volume = {19},

number = {2},

pages = {11:1--11:17},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tcad/PeroniINDR20,

title = {Data Reuse for Accelerated Approximate Warps},

author = {Daniel Peroni and Mohsen Imani and Hamid Nejatollahi and Nikil D Dutt and Tajana Rosing},

url = {https://doi.org/10.1109/TCAD.2020.2986128},

doi = {10.1109/TCAD.2020.2986128},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.},

volume = {39},

number = {12},

pages = {4623--4634},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tcad/MonazzahRMD20,

title = {CAST: Content-Aware STT-MRAM Cache Write Management for Different 

 Levels of Approximation},

author = {Amir Mahdi Hosseini Monazzah and Amir M Rahmani and Antonio Miele and Nikil D Dutt},

url = {https://doi.org/10.1109/TCAD.2020.2986320},

doi = {10.1109/TCAD.2020.2986320},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.},

volume = {39},

number = {12},

pages = {4385--4398},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/access/LeELVKKDC20,

title = {Continuous Non-Invasive Blood Pressure Monitoring: A Methodological  Review on Measurement Techniques},

author = {Tai Le and Floranne Ellington and Tao-Yi Lee and Khuong Vo and Michelle Khine and Sandeep Kumar Krishnan and Nikil D Dutt and Hung Cao},

url = {https://doi.org/10.1109/ACCESS.2020.3040257},

doi = {10.1109/ACCESS.2020.3040257},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {212478--212498},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}