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@phdthesis{DBLP:phd/us/Shahhosseini23,
author = {Sina Shahhosseini},
title = {Online Learning for Orchestrating Deep Learning Inference at Edge},
school = {University of California, Irvine, {USA}},
year = {2023},
url = {https://www.escholarship.org/uc/item/0t9059t8},
timestamp = {Sat, 28 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Shahhosseini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ShahhosseiniAAL22,
author = {Sina Shahhosseini and
Arman Anzanpour and
Iman Azimi and
Sina Labbaf and
Dongjoo Seo and
Sung{-}Soo Lim and
Pasi Liljeberg and
Nikil D. Dutt and
Amir M. Rahmani},
title = {Exploring computation offloading in IoT systems},
journal = {Inf. Syst.},
volume = {107},
pages = {101860},
year = {2022},
url = {https://doi.org/10.1016/j.is.2021.101860},
doi = {10.1016/J.IS.2021.101860},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ShahhosseiniAAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/ShahhosseiniSKHLDRD22,
author = {Sina Shahhosseini and
Dongjoo Seo and
Anil Kanduri and
Tianyi Hu and
Sung{-}Soo Lim and
Bryan Donyanavard and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Online Learning for Orchestration of Inference in Multi-user End-edge-cloud
Networks},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {21},
number = {6},
pages = {73:1--73:25},
year = {2022},
url = {https://doi.org/10.1145/3520129},
doi = {10.1145/3520129},
timestamp = {Wed, 21 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tecs/ShahhosseiniSKHLDRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/NaeiniSKLRD22,
author = {Emad Kasaeyan Naeini and
Sina Shahhosseini and
Anil Kanduri and
Pasi Liljeberg and
Amir M. Rahmani and
Nikil D. Dutt},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Elena{-}Ioana Vatajelu},
title = {{AMSER:} Adaptive Multimodal Sensing for Energy Efficient and Resilient
eHealth Systems},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {1455--1460},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774590},
doi = {10.23919/DATE54114.2022.9774590},
timestamp = {Fri, 08 Nov 2024 20:53:03 +0100},
biburl = {https://dblp.org/rec/conf/date/NaeiniSKLRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ShahhosseiniNNI22,
author = {Sina Shahhosseini and
Yang Ni and
Emad Kasaeyan Naeini and
Mohsen Imani and
Amir M. Rahmani and
Nikil D. Dutt},
editor = {Ioannis Savidis and
Avesta Sasan and
Himanshu Thapliyal and
Ronald F. DeMara},
title = {Flexible and Personalized Learning for Wearable Health Applications
using HyperDimensional Computing},
booktitle = {{GLSVLSI} '22: Great Lakes Symposium on {VLSI} 2022, Irvine {CA} USA,
June 6 - 8, 2022},
pages = {357--360},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3526241.3530373},
doi = {10.1145/3526241.3530373},
timestamp = {Fri, 03 Jun 2022 08:45:20 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/ShahhosseiniNNI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccd/IssaSNHARDI22,
author = {Mariam Issa and
Sina Shahhosseini and
Yang Ni and
Tianyi Hu and
Danny Abraham and
Amir M. Rahmani and
Nikil D. Dutt and
Mohsen Imani},
title = {Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks},
booktitle = {{IEEE} 40th International Conference on Computer Design, {ICCD} 2022,
Olympic Valley, CA, USA, October 23-26, 2022},
pages = {652--655},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCD56317.2022.00100},
doi = {10.1109/ICCD56317.2022.00100},
timestamp = {Tue, 05 Dec 2023 14:45:33 +0100},
biburl = {https://dblp.org/rec/conf/iccd/IssaSNHARDI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/ShahhosseiniHSK22,
author = {Sina Shahhosseini and
Tianyi Hu and
Dongjoo Seo and
Anil Kanduri and
Bryan Donyanavard and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user
Edge-cloud Networks},
booktitle = {23rd International Symposium on Quality Electronic Design, {ISQED}
2022, Santa Clara, CA, USA, April 6-7, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISQED54688.2022.9806291},
doi = {10.1109/ISQED54688.2022.9806291},
timestamp = {Mon, 04 Jul 2022 17:06:19 +0200},
biburl = {https://dblp.org/rec/conf/isqed/ShahhosseiniHSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10541,
author = {Sina Shahhosseini and
Dongjoo Seo and
Anil Kanduri and
Tianyi Hu and
Sung{-}Soo Lim and
Bryan Donyanavard and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud
Networks},
journal = {CoRR},
volume = {abs/2202.10541},
year = {2022},
url = {https://arxiv.org/abs/2202.10541},
eprinttype = {arXiv},
eprint = {2202.10541},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11098,
author = {Sina Shahhosseini and
Tianyi Hu and
Dongjoo Seo and
Anil Kanduri and
Bryan Donyanavard and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user
Edge-cloud Networks},
journal = {CoRR},
volume = {abs/2202.11098},
year = {2022},
url = {https://arxiv.org/abs/2202.11098},
eprinttype = {arXiv},
eprint = {2202.11098},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01095,
author = {Sina Shahhosseini and
Yang Ni and
Hamidreza Alikhani and
Emad Kasaeyan Naeini and
Mohsen Imani and
Nikil D. Dutt and
Amir M. Rahmani},
title = {Efficient Personalized Learning for Wearable Health Applications using
HyperDimensional Computing},
journal = {CoRR},
volume = {abs/2208.01095},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01095},
doi = {10.48550/ARXIV.2208.01095},
eprinttype = {arXiv},
eprint = {2208.01095},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02597,
author = {Anil Kanduri and
Sina Shahhosseini and
Emad Kasaeyan Naeini and
Hamidreza Alikhani and
Pasi Liljeberg and
Nikil D. Dutt and
Amir M. Rahmani},
title = {Edge-centric Optimization of Multi-modal ML-driven eHealth Applications},
journal = {CoRR},
volume = {abs/2208.02597},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02597},
doi = {10.48550/ARXIV.2208.02597},
eprinttype = {arXiv},
eprint = {2208.02597},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/NejatollahiSCD21,
author = {Hamid Nejatollahi and
Sina Shahhosseini and
Rosario Cammarota and
Nikil D. Dutt},
title = {Exploring Energy Efficient Architectures for {RLWE} Lattice-Based
Cryptography},
journal = {J. Signal Process. Syst.},
volume = {93},
number = {10},
pages = {1139--1148},
year = {2021},
url = {https://doi.org/10.1007/s11265-020-01627-x},
doi = {10.1007/S11265-020-01627-X},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/NejatollahiSCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/ShahhosseiniKMN21,
author = {Sina Shahhosseini and
Anil Kanduri and
Milad Asgari Mehrabadi and
Emad Kasaeyan Naeini and
Dongjoo Seo and
Sung{-}Soo Lim and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness},
booktitle = {3rd {IEEE} International Conference on Artificial Intelligence Circuits
and Systems, {AICAS} 2021, Washington, DC, USA, June 6-9, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/AICAS51828.2021.9458477},
doi = {10.1109/AICAS51828.2021.9458477},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aicas/ShahhosseiniKMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08176,
author = {Emad Kasaeyan Naeini and
Sina Shahhosseini and
Anil Kanduri and
Pasi Liljeberg and
Amir M. Rahmani and
Nikil D. Dutt},
title = {{AMSER:} Adaptive Multi-modal Sensing for Energy Efficient and Resilient
eHealth Systems},
journal = {CoRR},
volume = {abs/2112.08176},
year = {2021},
url = {https://arxiv.org/abs/2112.08176},
eprinttype = {arXiv},
eprint = {2112.08176},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coins/SeoSMDLRD20,
author = {Dongjoo Seo and
Sina Shahhosseini and
Milad Asgari Mehrabadi and
Bryan Donyanavard and
Sung{-}Soo Lim and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Dynamic iFogSim: {A} Framework for Full-Stack Simulation of Dynamic
Resource Management in IoT Systems},
booktitle = {2020 International Conference on Omni-layer Intelligent Systems, {COINS}
2020, Barcelona, Spain, August 31 - September 2, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COINS49042.2020.9191663},
doi = {10.1109/COINS49042.2020.9191663},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coins/SeoSMDLRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NejatollahiSCD20,
author = {Hamid Nejatollahi and
Sina Shahhosseini and
Rosario Cammarota and
Nikil D. Dutt},
title = {Exploring Energy Efficient Quantum-resistant Signal Processing Using
Array Processors},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1539--1543},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053653},
doi = {10.1109/ICASSP40776.2020.9053653},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/NejatollahiSCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/ShahhosseiniAJB20,
author = {Sina Shahhosseini and
Ahmad Albaqsami and
Masoomeh Jasemi and
Nader Bagherzadeh},
title = {Partition Pruning: Parallelization-Aware Pruning for Dense Neural
Networks},
booktitle = {28th Euromicro International Conference on Parallel, Distributed and
Network-Based Processing, {PDP} 2020, V{\"{a}}ster{\aa}s, Sweden,
March 11-13, 2020},
pages = {307--311},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/PDP50117.2020.00053},
doi = {10.1109/PDP50117.2020.00053},
timestamp = {Tue, 19 May 2020 14:16:27 +0200},
biburl = {https://dblp.org/rec/conf/pdp/ShahhosseiniAJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chase/NaeiniSSYRD19,
author = {Emad Kasaeyan Naeini and
Sina Shahhosseini and
Ajan Subramanian and
Tingjue Yin and
Amir M. Rahmani and
Nikil D. Dutt},
title = {An Edge-Assisted and Smart System for Real-Time Pain Monitoring},
booktitle = {4th {IEEE/ACM} International Conference on Connected Health: Applications,
Systems and Engineering Technologies, {CHASE} 2019, Arlington, VA,
USA, Septempter 25-27, 2019},
pages = {47--52},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CHASE48038.2019.00023},
doi = {10.1109/CHASE48038.2019.00023},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chase/NaeiniSSYRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/ShahhosseiniAAJ19,
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},
title = {Dynamic Computation Migration at the Edge: Is There an Optimal Choice?},
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}},
year = {2019},
url = {https://doi.org/10.1145/3299874.3319336},
doi = {10.1145/3299874.3319336},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/ShahhosseiniAAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11391,
author = {Sina Shahhosseini and
Ahmad Albaqsami and
Masoomeh Jasemi and
Shaahin Hessabi and
Nader Bagherzadeh},
title = {Partition Pruning: Parallelization-Aware Pruning for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1901.11391},
year = {2019},
url = {http://arxiv.org/abs/1901.11391},
eprinttype = {arXiv},
eprint = {1901.11391},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NejatollahiSCD19,
author = {Hamid Nejatollahi and
Sina Shahhosseini and
Rosario Cammarota and
Nikil D. Dutt},
title = {Exploring Energy Efficient Quantum-resistant Signal Processing Using
Array Processors},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {1297},
year = {2019},
url = {https://eprint.iacr.org/2019/1297},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iacr/NejatollahiSCD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mam/ShahhosseiniMRD18,
author = {Sina Shahhosseini and
Kasra Moazzemi and
Amir M. Rahmani and
Nikil D. Dutt},
title = {On the feasibility of {SISO} control-theoretic {DVFS} for power capping
in CMPs},
journal = {Microprocess. Microsystems},
volume = {63},
pages = {249--258},
year = {2018},
url = {https://doi.org/10.1016/j.micpro.2018.09.012},
doi = {10.1016/J.MICPRO.2018.09.012},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mam/ShahhosseiniMRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/norchip/ShahosseiniMRD17,
author = {Sina Shahhosseini and
Kasra Moazzemi and
Amir M. Rahmani and
Nikil D. Dutt},
title = {Dependability evaluation of {SISO} control-theoretic power managers
for processor architectures},
booktitle = {{IEEE} Nordic Circuits and Systems Conference, {NORCAS} 2017: {NORCHIP}
and International Symposium of System-on-Chip (SoC), Link{\"{o}}ping,
Sweden, October 23-25, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/NORCHIP.2017.8124983},
doi = {10.1109/NORCHIP.2017.8124983},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/norchip/ShahosseiniMRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/RichardsonSFAR11,
author = {Joshua E. Richardson and
Sina Shah{-}Hosseini and
John E. Fiadjoe and
Joan S. Ash and
Mohamed A. Rehman},
title = {The effects of a hands-free communication device system in a surgical
suite},
journal = {J. Am. Medical Informatics Assoc.},
volume = {18},
number = {1},
pages = {70--72},
year = {2011},
url = {https://doi.org/10.1136/jamia.2009.001461},
doi = {10.1136/JAMIA.2009.001461},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/RichardsonSFAR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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