Sina Shahhosseini

24 papers A 1B 1C 2Misc 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
ISCA: Intelligent Sense-Compute Adaptive Co-Optimization of Multimodal Machine Learning Kernels for Resilient mHealth Services on Wearables.
IEEE Des. Test
Hamidreza Alikhani, Anil Kanduri, Emad Kasaeyan Naeini, Sina Shahhosseini, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt
2023 — —
Online Learning for Orchestrating Deep Learning Inference at Edge
Sina Shahhosseini
2022 A conf
AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems.
DATE
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Edge-centric Optimization of Multi-modal ML-driven eHealth Applications.
CoRR
Anil Kanduri, Sina Shahhosseini, Emad Kasaeyan Naeini, Hamidreza Alikhani, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani
2022 J jnl
Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing.
CoRR
Sina Shahhosseini, Yang Ni, Hamidreza Alikhani, Emad Kasaeyan Naeini, Mohsen Imani, Nikil D. Dutt, Amir M. Rahmani
2022 J jnl
Exploring computation offloading in IoT systems.
Inf. Syst.
Sina Shahhosseini, Arman Anzanpour, Iman Azimi, Sina Labbaf, Dongjoo Seo, Sung-Soo Lim, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani
2022 — conf
Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing.
ACM Great Lakes Symposium on VLSI
Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt
2022 — conf
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks.
ISQED
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks.
CoRR
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 C conf
Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks.
ICCD
Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani
2022 J jnl
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks.
CoRR
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2022 J jnl
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks.
ACM Trans. Embed. Comput. Syst.
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
2021 J jnl
AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems.
CoRR
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt
2021 J jnl
Exploring Energy Efficient Architectures for RLWE Lattice-Based Cryptography.
J. Signal Process. Syst.
Hamid Nejatollahi, Sina Shahhosseini, Rosario Cammarota, Nikil D. Dutt
2021 — conf
Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness.
AICAS
Sina Shahhosseini, Anil Kanduri, Milad Asgari Mehrabadi, Emad Kasaeyan Naeini, Dongjoo Seo, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt
2020 — conf
Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems.
COINS
Dongjoo Seo, Sina Shahhosseini, Milad Asgari Mehrabadi, Bryan Donyanavard, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt
2020 Misc conf
Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors.
ICASSP
Hamid Nejatollahi, Sina Shahhosseini, Rosario Cammarota, Nikil D. Dutt
2020 C conf
Partition Pruning: Parallelization-Aware Pruning for Dense Neural Networks.
PDP
Sina Shahhosseini, Ahmad Albaqsami, Masoomeh Jasemi, Nader Bagherzadeh
2019 B conf
An Edge-Assisted and Smart System for Real-Time Pain Monitoring.
CHASE
Emad Kasaeyan Naeini, Sina Shahhosseini, Ajan Subramanian, Tingjue Yin, Amir M. Rahmani, Nikil D. Dutt
2019 — conf
Dynamic Computation Migration at the Edge: Is There an Optimal Choice?
ACM Great Lakes Symposium on VLSI
Sina Shahhosseini, Iman Azimi, Arman Anzanpour, Axel Jantsch, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani
2019 J jnl
Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors.
IACR Cryptol. ePrint Arch.
Hamid Nejatollahi, Sina Shahhosseini, Rosario Cammarota, Nikil D. Dutt
2019 J jnl
Partition Pruning: Parallelization-Aware Pruning for Deep Neural Networks.
CoRR
Sina Shahhosseini, Ahmad Albaqsami, Masoomeh Jasemi, Shaahin Hessabi, Nader Bagherzadeh
2018 J jnl
On the feasibility of SISO control-theoretic DVFS for power capping in CMPs.
Microprocess. Microsystems
Sina Shahhosseini, Kasra Moazzemi, Amir M. Rahmani, Nikil D. Dutt
2017 — conf
Dependability evaluation of SISO control-theoretic power managers for processor architectures.
NORCAS
Sina Shahhosseini, Kasra Moazzemi, Amir M. Rahmani, Nikil D. Dutt