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ORCIDBibTeX records: Bharath Sudharsan
@inproceedings{DBLP:conf/bigdataconf/Al-AmeenSVSS024,
author = {Shamil Al{-}Ameen and
Bharath Sudharsan and
Tejus Vijayakumar and
Tomasz Szydlo and
Tejal Shah and
Rajiv Ranjan},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {Poly Instance Recurrent Neural Network for Real-time Lifelong Learning
at the Low-power Edge},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {5907--5916},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825026},
doi = {10.1109/BIGDATA62323.2024.10825026},
timestamp = {Tue, 25 Feb 2025 08:17:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Al-AmeenSVSS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Al-AmeenSAS024,
author = {Shamil Al{-}Ameen and
Bharath Sudharsan and
Roua Al{-}Taie and
Tejal Shah and
Rajiv Ranjan},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {{LEAP:} Lifelong Learning Edge-Cloud Adaptive Fused Framework for
Mobility Prediction},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {6707--6716},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825926},
doi = {10.1109/BIGDATA62323.2024.10825926},
timestamp = {Mon, 24 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Al-AmeenSAS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/Al-AmeenSSAS023,
author = {Shamil Al{-}Ameen and
Bharath Sudharsan and
Tomasz Szydlo and
Roua Al{-}Taie and
Tejal Shah and
Rajiv Ranjan},
title = {Tiny-Impute: {A} Framework for On-device Data Quality Validation,
Hybrid Anomaly Detection, and Data Imputation at the Edge},
booktitle = {Proceedings of the {IEEE/ACM} 16th International Conference on Utility
and Cloud Computing, {UCC} 2023, Taormina (Messina), Italy, December
4-7, 2023},
pages = {23},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3603166.3632164},
doi = {10.1145/3603166.3632164},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ucc/Al-AmeenSSAS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/SudharsanBTARDR22,
author = {Bharath Sudharsan and
John G. Breslin and
Mehreen Tahir and
Muhammad Intizar Ali and
Omer F. Rana and
Schahram Dustdar and
Rajiv Ranjan},
title = {OTA-TinyML: Over the Air Deployment of TinyML Models and Execution
on IoT Devices},
journal = {{IEEE} Internet Comput.},
volume = {26},
number = {3},
pages = {69--78},
year = {2022},
url = {https://doi.org/10.1109/MIC.2021.3133552},
doi = {10.1109/MIC.2021.3133552},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/SudharsanBTARDR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/SudharsanBA22,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
title = {{ML-MCU:} {A} Framework to Train {ML} Classifiers on MCU-Based IoT
Edge Devices},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {16},
pages = {15007--15017},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3098166},
doi = {10.1109/JIOT.2021.3098166},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/SudharsanBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Sudharsan22,
author = {Bharath Sudharsan},
title = {Training Up to 50 Class {ML} Models on 3 {\textdollar} IoT Hardware
via Optimizing One-vs-One Algorithm (Student Abstract)},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {13059--13060},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21666},
doi = {10.1609/AAAI.V36I11.21666},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Sudharsan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/SudharsanRYGKNA22,
author = {Bharath Sudharsan and
Panchakarla S. Rahul and
Piyush Yadav and
Suneet Kumar Gupta and
Vimal Kumar and
Duc{-}Duy Nguyen and
Muhammad Intizar Ali and
John G. Breslin},
title = {RIS-IoT: Towards Resilient, Interoperable, Scalable IoT},
booktitle = {13th {ACM/IEEE} International Conference on Cyber-Physical Systems,
{ICCPS} 2022, Milano, Italy, May 4-6, 2022},
pages = {296--297},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCPS54341.2022.00039},
doi = {10.1109/ICCPS54341.2022.00039},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccps/SudharsanRYGKNA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/SudharsanSYB22,
author = {Bharath Sudharsan and
Simone Salerno and
Piyush Yadav and
John G. Breslin},
title = {Poster Abstract: Approach for Remote, On-Demand loading and Execution
of TensorFlow Lite {ML} Models on Arduino IoT Boards},
booktitle = {21st {ACM/IEEE} International Conference on Information Processing
in Sensor Networks, {IPSN} 2022, Milano, Italy, May 4-6, 2022},
pages = {521--522},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPSN54338.2022.00061},
doi = {10.1109/IPSN54338.2022.00061},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/SudharsanSYB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/ShethSBA22,
author = {Dhruv Sheth and
Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
title = {Poster Abstract: Embedded {ML} Pipeline for Precision Agriculture},
booktitle = {21st {ACM/IEEE} International Conference on Information Processing
in Sensor Networks, {IPSN} 2022, Milano, Italy, May 4-6, 2022},
pages = {527--528},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPSN54338.2022.00064},
doi = {10.1109/IPSN54338.2022.00064},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/ShethSBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/SudharsanSR22,
author = {Bharath Sudharsan and
Simone Salerno and
Rajiv Ranjan},
title = {TinyML-CAM: 80 {FPS} image recognition in 1 kB {RAM}},
booktitle = {{ACM} MobiCom '22: The 28th Annual International Conference on Mobile
Computing and Networking, Sydney, NSW, Australia, October 17 - 21,
2022},
pages = {862--864},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3495243.3558264},
doi = {10.1145/3495243.3558264},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobicom/SudharsanSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/SudharsanPJB22,
author = {Bharath Sudharsan and
Sonu Prasad and
Dan Jose and
John G. Breslin},
title = {TMM-TinyML: tensor memory mapping {(TMM)} method for tiny machine
learning (TinyML)},
booktitle = {{ACM} MobiCom '22: The 28th Annual International Conference on Mobile
Computing and Networking, Sydney, NSW, Australia, October 17 - 21,
2022},
pages = {865--867},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3495243.3558265},
doi = {10.1145/3495243.3558265},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobicom/SudharsanPJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/KopparapuLBS22,
author = {Kavya Kopparapu and
Eric Lin and
John G. Breslin and
Bharath Sudharsan},
title = {TinyFedTL: Federated Transfer Learning on Ubiquitous Tiny IoT Devices},
booktitle = {2022 {IEEE} International Conference on Pervasive Computing and Communications
Workshops and other Affiliated Events, PerCom 2022 Workshops, Pisa,
Italy, March 21-25, 2022},
pages = {79--81},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/PerComWorkshops53856.2022.9767250},
doi = {10.1109/PERCOMWORKSHOPS53856.2022.9767250},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/percom/KopparapuLBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SudharsanBA0R22,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali and
Peter Corcoran and
Rajiv Ranjan},
editor = {Jiman Hong and
Miroslav Bures and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}}},
title = {ElastiQuant: elastic quantization strategy for communication efficient
distributed machine learning in IoT},
booktitle = {{SAC} '22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, April 25 - 29, 2022},
pages = {246--254},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477314.3507135},
doi = {10.1145/3477314.3507135},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/SudharsanBA0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10183,
author = {Bharath Sudharsan and
Dineshkumar Sundaram and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali and
Schahram Dustdar and
Albert Y. Zomaya and
Rajiv Ranjan},
title = {Multi-Component Optimization and Efficient Deployment of Neural-Networks
on Resource-Constrained IoT Hardware},
journal = {CoRR},
volume = {abs/2204.10183},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10183},
doi = {10.48550/ARXIV.2204.10183},
eprinttype = {arXiv},
eprint = {2204.10183},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10811,
author = {Bharath Sudharsan and
Peter Corcoran and
Muhammad Intizar Ali},
title = {Smart speaker design and implementation with biometric authentication
and advanced voice interaction capability},
journal = {CoRR},
volume = {abs/2207.10811},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10811},
doi = {10.48550/ARXIV.2207.10811},
eprinttype = {arXiv},
eprint = {2207.10811},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/SudharsanPBAMDR21,
author = {Bharath Sudharsan and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali and
Karan Mitra and
Schahram Dustdar and
Omer F. Rana and
Prem Prakash Jayaraman and
Rajiv Ranjan},
title = {Toward Distributed, Global, Deep Learning Using IoT Devices},
journal = {{IEEE} Internet Comput.},
volume = {25},
number = {3},
pages = {6--12},
year = {2021},
url = {https://doi.org/10.1109/MIC.2021.3053711},
doi = {10.1109/MIC.2021.3053711},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/internet/SudharsanPBAMDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEscc/SudharsanYBA21,
author = {Bharath Sudharsan and
Piyush Yadav and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Barbara Carminati and
Carl K. Chang and
Ernesto Daminai and
Shuigung Deng and
Wei Tan and
Zhongjie Wang and
Robert Ward and
Jia Zhang},
title = {An {SRAM} Optimized Approach for Constant Memory Consumption and Ultra-fast
Execution of {ML} Classifiers on TinyML Hardware},
booktitle = {{IEEE} International Conference on Services Computing, {SCC} 2021,
Chicago, IL, USA, September 5-10, 2021},
pages = {319--328},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SCC53864.2021.00045},
doi = {10.1109/SCC53864.2021.00045},
timestamp = {Mon, 21 Oct 2024 07:58:42 +0200},
biburl = {https://dblp.org/rec/conf/IEEEscc/SudharsanYBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SudharsanYNKB21,
author = {Bharath Sudharsan and
Piyush Yadav and
Duc{-}Duy Nguyen and
Jefkine Kafunah and
John G. Breslin},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Ensemble Methods for Collective Intelligence: Combining Ubiquitous
{ML} Models in IoT},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1960--1963},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671901},
doi = {10.1109/BIGDATA52589.2021.9671901},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SudharsanYNKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SudharsanBA21,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Imbal-OL: Online Machine Learning from Imbalanced Data Streams in
Real-world IoT},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4974--4978},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671765},
doi = {10.1109/BIGDATA52589.2021.9671765},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SudharsanBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/RolloSPB21,
author = {Federica Rollo and
Bharath Sudharsan and
Laura Po and
John G. Breslin},
editor = {Afsaneh Doryab and
Qin Lv and
Michael Beigl},
title = {Air Quality Sensor Network Data Acquisition, Cleaning, Visualization,
and Analytics: {A} Real-world IoT Use Case},
booktitle = {UbiComp/ISWC '21: 2021 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing and 2021 {ACM} International Symposium on
Wearable Computers, Virtual Event, September 21-25, 2021},
pages = {67--68},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460418.3479277},
doi = {10.1145/3460418.3479277},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/RolloSPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/SudharsanPBA21,
author = {Bharath Sudharsan and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Martina Maggio and
James Weimer and
Mohammad Al Farque and
Meeko Oishi},
title = {{SRAM} optimized porting and execution of machine learning classifiers
on MCU-based IoT devices: demo abstract},
booktitle = {{ICCPS} '21: {ACM/IEEE} 12th International Conference on Cyber-Physical
Systems, Nashville, Tennessee, USA, May 19-21, 2021},
pages = {223--224},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450267.3451999},
doi = {10.1145/3450267.3451999},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccps/SudharsanPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotdi/SudharsanPWYBA21,
author = {Bharath Sudharsan and
Pankesh Patel and
Abdul Wahid and
Muhammad Yahya and
John G. Breslin and
Muhammad Intizar Ali},
title = {Porting and Execution of Anomalies Detection Models on Embedded Systems
in IoT: Demo Abstract},
booktitle = {IoTDI '21: International Conference on Internet-of-Things Design and
Implementation, Virtual Event / Charlottesville, VA, USA, May 18-21,
2021},
pages = {265--266},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450268.3453513},
doi = {10.1145/3450268.3453513},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iotdi/SudharsanPWYBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/middleware/YadavSSC21,
author = {Piyush Yadav and
Dhaval Salwala and
Bharath Sudharsan and
Edward Curry},
editor = {Kaiwen Zhang and
Abdelouahed Gherbi and
Nalini Venkatasubramanian and
Lu{\'{\i}}s Veiga},
title = {{GNOSIS-} query-driven multimodal event processing for unstructured
data streams},
booktitle = {Middleware '21: Proceedings of the 22nd International Middleware Conference:
Demos and Posters, Virtual Event / Qu{\'{e}}bec City, Canada,
December 6 - 10, 2021},
pages = {16--17},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3491086.3492475},
doi = {10.1145/3491086.3492475},
timestamp = {Fri, 03 Dec 2021 11:29:25 +0100},
biburl = {https://dblp.org/rec/conf/middleware/YadavSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/SudharsanPBA21,
author = {Bharath Sudharsan and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
title = {Ultra-fast Machine Learning Classifier Execution on IoT Devices without
{SRAM} Consumption},
booktitle = {19th {IEEE} International Conference on Pervasive Computing and Communications
Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,
Germany, March 22-26, 2021},
pages = {316--319},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PerComWorkshops51409.2021.9431061},
doi = {10.1109/PERCOMWORKSHOPS51409.2021.9431061},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/percom/SudharsanPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/SudharsanSPBA21,
author = {Bharath Sudharsan and
Dineshkumar Sundaram and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
title = {Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained
IoT Devices},
booktitle = {19th {IEEE} International Conference on Pervasive Computing and Communications
Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,
Germany, March 22-26, 2021},
pages = {680--685},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PerComWorkshops51409.2021.9431086},
doi = {10.1109/PERCOMWORKSHOPS51409.2021.9431086},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/percom/SudharsanSPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SudharsanPBA21,
author = {Bharath Sudharsan and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Enabling Machine Learning on the Edge Using {SRAM} Conserving Efficient
Neural Networks Execution Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {20--35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_2},
doi = {10.1007/978-3-030-86517-7\_2},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SudharsanPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/SudharsanSARYPB21,
author = {Bharath Sudharsan and
Dhruv Sheth and
Shailesh Arya and
Federica Rollo and
Piyush Yadav and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Jorge S{\'{a}} Silva and
Fernando Boavida and
Andr{\'{e}} Rodrigues and
Andrew Markham and
Rong Zheng},
title = {ElastiCL: Elastic Quantization for Communication Efficient Collaborative
Learning in IoT},
booktitle = {SenSys '21: The 19th {ACM} Conference on Embedded Networked Sensor
Systems, Coimbra, Portugal, November 15 - 17, 2021},
pages = {382--383},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3485730.3492885},
doi = {10.1145/3485730.3492885},
timestamp = {Wed, 04 Dec 2024 09:43:36 +0100},
biburl = {https://dblp.org/rec/conf/sensys/SudharsanSARYPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/SudharsanYBA21,
author = {Bharath Sudharsan and
Piyush Yadav and
John G. Breslin and
Muhammad Intizar Ali},
title = {Train++: An Incremental {ML} Model Training Algorithm to Create Self-Learning
IoT Devices},
booktitle = {2021 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI),
Atlanta, GA, USA, October 18-21, 2021},
pages = {97--106},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SWC50871.2021.00023},
doi = {10.1109/SWC50871.2021.00023},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/SudharsanYBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/SudharsanBA21,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
title = {Globe2Train: {A} Framework for Distributed {ML} Model Training using
IoT Devices Across the Globe},
booktitle = {2021 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI),
Atlanta, GA, USA, October 18-21, 2021},
pages = {107--114},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SWC50871.2021.00024},
doi = {10.1109/SWC50871.2021.00024},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/SudharsanBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wf-iot/SudharsanMCPBA21,
author = {Bharath Sudharsan and
Sweta Malik and
Peter Corcoran and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
title = {OWSNet: Towards Real-time Offensive Words Spotting Network for Consumer
IoT Devices},
booktitle = {7th {IEEE} World Forum on Internet of Things, WF-IoT 2021, New Orleans,
LA, USA, June 14 - July 31, 2021},
pages = {83--88},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WF-IoT51360.2021.9595421},
doi = {10.1109/WF-IOT51360.2021.9595421},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wf-iot/SudharsanMCPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wf-iot/SudharsanSNYWYB21,
author = {Bharath Sudharsan and
Simone Salerno and
Duc{-}Duy Nguyen and
Muhammad Yahya and
Abdul Wahid and
Piyush Yadav and
John G. Breslin and
Muhammad Intizar Ali},
title = {TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity
Microcontrollers},
booktitle = {7th {IEEE} World Forum on Internet of Things, WF-IoT 2021, New Orleans,
LA, USA, June 14 - July 31, 2021},
pages = {883--884},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WF-IoT51360.2021.9595024},
doi = {10.1109/WF-IOT51360.2021.9595024},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wf-iot/SudharsanSNYWYB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iot/SudharsanBA20,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Paul Davidsson and
Marc Langheinrich},
title = {{RCE-NN:} a five-stage pipeline to execute neural networks (CNNs)
on resource-constrained IoT edge devices},
booktitle = {IoT '20: 10th International Conference on the Internet of Things,
Malm{\"{o}}, Sweden, October 6-9, 2020},
pages = {5:1--5:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3410992.3411005},
doi = {10.1145/3410992.3411005},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iot/SudharsanBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iot/SudharsanBA20a,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Paul Davidsson and
Marc Langheinrich},
title = {Edge2Train: a framework to train machine learning models (SVMs) on
resource-constrained IoT edge devices},
booktitle = {IoT '20: 10th International Conference on the Internet of Things,
Malm{\"{o}}, Sweden, October 6-9, 2020},
pages = {6:1--6:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3410992.3411014},
doi = {10.1145/3410992.3411014},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iot/SudharsanBA20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iot/SudharsanSBA20,
author = {Bharath Sudharsan and
Dineshkumar Sundaram and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Paul Davidsson and
Marc Langheinrich and
Per Linde and
Simon Mayer and
Diego Casado{-}Mansilla and
Daniel Spikol and
Frank Alexander Kraemer and
Nancy L. Russo},
title = {Avoid Touching Your Face: {A} Hand-to-face 3D Motion Dataset (COVID-away)
and Trained Models for Smartwatches},
booktitle = {IoT '20 Companion: 10th International Conference on the Internet of
Things Companion, Malm{\"{o}} Sweden, October 6-9, 2020},
pages = {7:1--7:9},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3423423.3423433},
doi = {10.1145/3423423.3423433},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iot/SudharsanSBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wf-iot/SudharsanBA20,
author = {Bharath Sudharsan and
John G. Breslin and
Muhammad Intizar Ali},
title = {Adaptive Strategy to Improve the Quality of Communication for IoT
Edge Devices},
booktitle = {6th {IEEE} World Forum on Internet of Things, WF-IoT 2020, New Orleans,
LA, USA, June 2-16, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WF-IoT48130.2020.9221276},
doi = {10.1109/WF-IOT48130.2020.9221276},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wf-iot/SudharsanBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aics/SudharsanCA19,
author = {Bharath Sudharsan and
Peter Corcoran and
Muhammad Intizar Ali},
editor = {Edward Curry and
Mark T. Keane and
Adegboyega Ojo and
Dhaval Salwala},
title = {Smart Speaker Design and Implementation with Biometric Authentication
and Advanced Voice Interaction Capability},
booktitle = {Proceedings for the 27th {AIAI} Irish Conference on Artificial Intelligence
and Cognitive Science, Galway, Ireland, December 5-6, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2563},
pages = {305--316},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2563/aics\_29.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:44 +0100},
biburl = {https://dblp.org/rec/conf/aics/SudharsanCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07324,
author = {Bharath Sudharsan and
Manigandan Chockalingam},
title = {A Microphone Array and Voice Algorithm based Smart Hearing Aid},
journal = {CoRR},
volume = {abs/1908.07324},
year = {2019},
url = {http://arxiv.org/abs/1908.07324},
eprinttype = {arXiv},
eprint = {1908.07324},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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