Zobrazeno 1 - 10
of 303
pro vyhledávání: '"Ghosh, Soumya K."'
Tiny Machine Learning (TinyML) enables efficient, lowcost, and privacy preserving machine learning inference directly on microcontroller units (MCUs) connected to sensors. Optimizing models for these constrained environments is crucial. This paper in
Externí odkaz:
http://arxiv.org/abs/2409.10942
Conditional Tabular Generative Adversarial Networks (CTGAN) and their various derivatives are attractive for their ability to efficiently and flexibly create synthetic tabular data, showcasing strong performance and adaptability. However, there are c
Externí odkaz:
http://arxiv.org/abs/2409.01628
In this work, we present TinyTNAS, a novel hardware-aware multi-objective Neural Architecture Search (NAS) tool specifically designed for TinyML time series classification. Unlike traditional NAS methods that rely on GPU capabilities, TinyTNAS operat
Externí odkaz:
http://arxiv.org/abs/2408.16535
Human activity recognition (HAR) holds immense potential for transforming health and fitness monitoring, yet challenges persist in achieving personalized outcomes and sustainability for on-device continuous inferences. This work introduces a wrist-wo
Externí odkaz:
http://arxiv.org/abs/2409.00093
Volunteer crowdsourcing (VCS) leverages citizen interaction to address challenges by utilizing individuals' knowledge and skills. Complex social tasks often require collaboration among volunteers with diverse skill sets, and their willingness to enga
Externí odkaz:
http://arxiv.org/abs/2408.11510
Autor:
Samanta, Riya, Ghosh, Soumya K
Crowdsourcing (CS) faces the challenge of managing complex, skill-demanding tasks, which requires effective task assignment and retention strategies to sustain a balanced workforce. This challenge has become more significant in Volunteer Crowdsourcin
Externí odkaz:
http://arxiv.org/abs/2408.11498
Autor:
Gill, Sukhpal Singh, Wu, Huaming, Patros, Panos, Ottaviani, Carlo, Arora, Priyansh, Pujol, Victor Casamayor, Haunschild, David, Parlikad, Ajith Kumar, Cetinkaya, Oktay, Lutfiyya, Hanan, Stankovski, Vlado, Li, Ruidong, Ding, Yuemin, Qadir, Junaid, Abraham, Ajith, Ghosh, Soumya K., Song, Houbing Herbert, Sakellariou, Rizos, Rana, Omer, Rodrigues, Joel J. P. C., Kanhere, Salil S., Dustdar, Schahram, Uhlig, Steve, Ramamohanarao, Kotagiri, Buyya, Rajkumar
Publikováno v:
Elsevier Telematics and Informatics Reports, Volume 13, March 2024
Over the past six decades, the computing systems field has experienced significant transformations, profoundly impacting society with transformational developments, such as the Internet and the commodification of computing. Underpinned by technologic
Externí odkaz:
http://arxiv.org/abs/2401.02469
Autor:
Gill, Sukhpal Singh, Xu, Minxian, Patros, Panos, Wu, Huaming, Kaur, Rupinder, Kaur, Kamalpreet, Fuller, Stephanie, Singh, Manmeet, Arora, Priyansh, Parlikad, Ajith Kumar, Stankovski, Vlado, Abraham, Ajith, Ghosh, Soumya K., Lutfiyya, Hanan, Kanhere, Salil S., Bahsoon, Rami, Rana, Omer, Dustdar, Schahram, Sakellariou, Rizos, Uhlig, Steve, Buyya, Rajkumar
Publikováno v:
Internet of Things and Cyber-Physical Systems (Elsevier), Volume 4, 2024, Pages 19-23
ChatGPT, an AI-based chatbot, was released to provide coherent and useful replies based on analysis of large volumes of data. In this article, leading scientists, researchers and engineers discuss the transformative effects of ChatGPT on modern educa
Externí odkaz:
http://arxiv.org/abs/2306.03823
Autor:
Bhattacharya, Parantapa, Ghosh, Saptarshi, Zafar, Muhammad Bilal, Ghosh, Soumya K., Ganguly, Niloy
With over 500 million tweets posted per day, in Twitter, it is difficult for Twitter users to discover interesting content from the deluge of uninteresting posts. In this work, we present a novel, explainable, topical recommendation system, that util
Externí odkaz:
http://arxiv.org/abs/2212.13897
Publikováno v:
Intelligent Systems Design and Applications. ISDA 2017. Advances in Intelligent Systems and Computing, vol 736. Springer, Cham. pp. 998-1007
The university management is perpetually in the process of innovating policies to improve the quality of service. Intellectual growth of the students, the popularity of university are some of the major areas that management strives to improve upon. R
Externí odkaz:
http://arxiv.org/abs/2209.01045