Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Sina Shahhosseini"'
Publikováno v:
Journal of Signal Processing Systems. 93:1139-1148
Quantum computers are imminent threat to secure signal processing because they can break the contemporary public-key cryptography schemes in polynomial time. Ring learning with error (RLWE) lattice-based cryptography (LBC) is considered as the most v
Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing
Publikováno v:
Proceedings of the Great Lakes Symposium on VLSI 2022.
Autor:
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil Dutt
Publikováno v:
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE).
Autor:
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil Dutt
Deep-learning-based intelligent services have become prevalent in cyber-physical applications including smart cities and health-care. Collaborative end-edge-cloud computing for deep learning provides a range of performance and efficiency that can add
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::288971c7d7697673c6363e0e41d6174f
http://arxiv.org/abs/2202.11098
http://arxiv.org/abs/2202.11098
Publikováno v:
IEEE Transactions on Electron Devices. 66:3466-3472
In this paper, we argue that communication at the speed of light (CaSoL) through on-chip copper interconnects is possible in the near future based on giga-scale integration (GSI) technologies. A three-step algorithm is introduced to design the optimu
Autor:
Amir M. Rahmani, Sina Labbaf, Iman Azimi, Pasi Liljeberg, Arman Anzanpour, Sung-Soo Lim, Dongjoo Seo, Nikil Dutt, Sina Shahhosseini
Publikováno v:
Information Systems. 107:101860
Internet of Things (IoT) paradigm raises challenges for devising efficient strategies that offload applications to the fog or the cloud layer while ensuring the optimal response time for a service. Traditional computation offloading policies assume t
Autor:
Anil Kanduri, Milad Asgari Mehrabadi, Amir M. Rahmani, Sung-Soo Lim, Dongjoo Seo, Emad Kasaeyan Naeini, Sina Shahhosseini, Nikil Dutt
Publikováno v:
AICAS
IoT applications demand higher Quality of Experience (QoE) to deliver satisfactory services to the end-users. Variable user behavior, diverse application requirements, and dynamic system constraints exacerbate the QoE delivery challenge. Situational-
Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems
Autor:
Sung-Soo Lim, Milad Asgari Mehrabadi, Amir M. Rahmani, Dongjoo Seo, Bryan Donyanavard, Sina Shahhosseini, Nikil Dutt
Publikováno v:
COINS
Complex Internet of Things (IoT) applications such as Healthcare IoT include a variety of compute, data, and communication kernel intensities and have diverse sensitivities of QoS requirements including latency, throughput, availability, accuracy, et
Publikováno v:
ICASSP
Quantum computers threaten to break public-key cryptography schemes such as DSA and ECDSA in polynomial time, which poses an imminent threat to secure signal processing. Ring learning with error (RLWE) lattice-based cryptography (LBC) is one of the m
Publikováno v:
PDP
As recent neural networks are being improved to be more accurate, their model’s size is exponentially growing. Thus, a huge number of parameters requires to be loaded and stored from/in memory hierarchy and computed in processors to perform trainin