Farshad Firouzi

According to our database, Farshad Firouzi authored at least 51 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Low-Overhead Clustered Federated Learning for Personalized Stress Monitoring.

Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty

IEEE Internet Things J., February, 2024

2023

Fusion of IoT, AI, Edge-Fog-Cloud, and Blockchain: Challenges, Solutions, and a Case Study in Healthcare and Medicine.

Farshad Firouzi, Shiyi Jiang, Krishnendu Chakrabarty, Bahareh J. Farahani, Mahmoud Daneshmand, Jaeseung Song, Kunal Mankodiya

IEEE Internet Things J., March, 2023

Guest Editorial Special Issue on Empowering the Future Generation Systems: Opportunities by the Convergence of Cloud, Edge, AI, and IoT.

Farshad Firouzi, Mahmoud Daneshmand, Jaeseung Song, Kunal Mankodiya

IEEE Internet Things J., March, 2023

Blood Glucose Prediction for Type-1 Diabetics using Deep Reinforcement Learning.

Peter Domanski, Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty, Dirk Pflüger

Proceedings of the IEEE International Conference on Digital Health, 2023

Welcome Message from the Chairs.

Farshad Firouzi, Krishnendu Chakrabarty, Naghmeh Karimi, Bahareh J. Farahani, Diana Goehringer, Aurora Gil de Castro, Marc Reichenbach, Kun-Chih Chen

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT).

Farshad Firouzi, Bahareh J. Farahani, Alexander Marinsek

Inf. Syst., 2022

A Resilient and Hierarchical IoT-Based Solution for Stress Monitoring in Everyday Settings.

Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty, Eric B. Elbogen

IEEE Internet Things J., 2022

Guest Editorial Special Issue on AI-Driven IoT Data Monetization: A Transition From Value Islands to Value Ecosystems.

Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Cesare Pautasso

IEEE Internet Things J., 2022

AI-Driven Data Monetization: The Other Face of Data in IoT-Based Smart and Connected Health.

Farshad Firouzi, Bahareh J. Farahani, Mojtaba Barzegari, Mahmoud Daneshmand

IEEE Internet Things J., 2022

2021

The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions.

Bahar J. Farahani, Farshad Firouzi, Markus Lücking

J. Netw. Comput. Appl., 2021

Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World.

Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen P. Angelov, Eduardo A. Soares, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, Dana K. Pasquale, James Moody, Chris Woods, Erich S. Huang, Payam M. Barnaghi, Majid Sarrafzadeh, Ron C. Li, Kristen L. Beck, Olexandr Isayev, NakMyoung Sung, Alan Luo

IEEE Internet Things J., 2021

Task Offloading for Edge-Fog-Cloud Interplay in the Healthcare Internet of Things (IoT).

Farshad Firouzi, Bahar J. Farahani, Ehsan Panahi, Mojtaba Barzegari

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

Towards IoT-enabled Multimodal Mental Stress Monitoring.

Mohsen Mozafari, Farshad Firouzi, Bahar J. Farahani

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Towards Safer Roads: A Deep Learning-Based Multimodal Fatigue Monitoring System.

Maryam Hashemi, Bahar J. Farahani, Farshad Firouzi

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Human Activity Recognition: From Sensors to Applications.

Faeghe Fereidoonian, Farshad Firouzi, Bahar J. Farahani

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

2018

Keynote Paper: From EDA to IoT eHealth: Promises, Challenges, and Solutions.

Farshad Firouzi, Bahar J. Farahani, Mohamed Ibrahim, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics.

Farshad Firouzi, Amir M. Rahmani, Kunal Mankodiya, Mustafa Badaroglu, Geoff V. Merrett, P. Wong, Bahar J. Farahani

Future Gener. Comput. Syst., 2018

Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare.

Bahar J. Farahani, Farshad Firouzi, Victor I. Chang, Mustafa Badaroglu, Nicholas Constant, Kunal Mankodiya

Future Gener. Comput. Syst., 2018

2017

Guest Editorial: Alternative Computing and Machine Learning for Internet of Things.

Farshad Firouzi, Bahar J. Farahani, Andrew B. Kahng, Jan M. Rabaey, Natasha Balac

IEEE Trans. Very Large Scale Integr. Syst., 2017

2016

On-Chip Droop-Induced Circuit Delay Prediction Based on Support-Vector Machines.

Fangming Ye, Farshad Firouzi, Yang Yang, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

2015

Resilient Design for Process and Runtime Variations.

Farshad Firouzi

PhD thesis, 2015

Aging- and Variation-Aware Delay Monitoring Using Representative Critical Path Selection.

Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

ACM Trans. Design Autom. Electr. Syst., 2015

Extending standard cell library for aging mitigation.

Saman Kiamehr, Mojtaba Ebrahimi, Farshad Firouzi, Mehdi Baradaran Tahoori

IET Comput. Digit. Tech., 2015

Deadspace-aware Power/Ground TSV planning in 3D floorplanning.

Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori

Proceedings of the 2015 International Conference on IC Design & Technology, 2015

Re-using BIST for circuit aging monitoring.

Farshad Firouzi, Fangming Ye, Arunkumar Vijayan, Abhishek Koneru, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

Proceedings of the 20th IEEE European Test Symposium, 2015

On-line prediction of NBTI-induced aging rates.

Rafal Baranowski, Farshad Firouzi, Saman Kiamehr, Chang Liu, Mehdi Baradaran Tahoori, Hans-Joachim Wunderlich

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Stress-aware P/G TSV planning in 3D-ICs.

Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014

On-chip voltage-droop prediction using support-vector machines.

Fangming Ye, Farshad Firouzi, Yang Yang, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

Proceedings of the 32nd IEEE VLSI Test Symposium, 2014

Chip Health Monitoring Using Machine Learning.

Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014

P/G TSV planning for IR-drop reduction in 3D-ICs.

Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Aging-aware standard cell library design.

Saman Kiamehr, Farshad Firouzi, Mojtaba Ebrahimi, Mehdi Baradaran Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Adaptive Mitigation of Parameter Variations.

Farshad Firouzi, Fangming Ye, Saman Kiamehr, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

Proceedings of the 23rd IEEE Asian Test Symposium, 2014

2013

Power-Aware Minimum NBTI Vector Selection Using a Linear Programming Approach.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Negative Bias Temperature Instability-Aware Instruction Scheduling: A Cross-Layer Approach.

Fabian Oboril, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

J. Low Power Electron., 2013

Chip-level modeling and analysis of electrical masking of soft errors.

Saman Kiamehr, Mojtaba Ebrahimi, Farshad Firouzi, Mehdi Baradaran Tahoori

Proceedings of the 31st IEEE VLSI Test Symposium, 2013

Representative critical-path selection for aging-induced delay monitoring.

Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori

Proceedings of the 2013 IEEE International Test Conference, 2013

Aging-aware timing analysis considering combined effects of NBTI and PBTI.

Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori

Proceedings of the International Symposium on Quality Electronic Design, 2013

A layout-aware x-filling approach for dynamic power supply noise reduction in at-speed scan testing.

Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori

Proceedings of the 18th IEEE European Test Symposium, 2013

Instruction-set extension under process variation and aging effects.

Yuko Hara-Azumi, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the Design, Automation and Test in Europe, 2013

Incorporating the impacts of workload-dependent runtime variations into timing analysis.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori, Sani R. Nassif

Proceedings of the Design, Automation and Test in Europe, 2013

Statistical analysis of BTI in the presence of process-induced voltage and temperature variations.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012

Adaptive fault-tolerant DVFS with dynamic online AVF prediction.

Farshad Firouzi, Ali Azarpeyvand, Mostafa E. Salehi, Sied Mehdi Fakhraie

Microelectron. Reliab., 2012

Input and transistor reordering for NBTI and HCI reduction in complex CMOS gates.

Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori

Proceedings of the Great Lakes Symposium on VLSI 2012, 2012

NBTI mitigation by optimized NOP assignment and insertion.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Reducing NBTI-induced processor wearout by exploiting the timing slack of instructions.

Fabian Oboril, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the 10th International Conference on Hardware/Software Codesign and System Synthesis, 2012

2011

An accurate model for soft error rate estimation considering dynamic voltage and frequency scaling effects.

Farshad Firouzi, Mostafa E. Salehi, Fan Wang, Sied Mehdi Fakhraie

Microelectron. Reliab., 2011

Modeling and estimation of power supply noise using linear programming.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

A linear programming approach for minimum NBTI vector selection.

Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori

Proceedings of the 21st ACM Great Lakes Symposium on VLSI 2010, 2011

Dynamic Soft Error Hardening via Joint Body Biasing and Dynamic Voltage Scaling.

Farshad Firouzi, Amir Yazdanbakhsh, Hamed Dorosti, Sied Mehdi Fakhraie

Proceedings of the 14th Euromicro Conference on Digital System Design, 2011

2010

Reliability-Aware Dynamic Voltage and Frequency Scaling.

Farshad Firouzi, Mostafa E. Salehi, Fan Wang, Sied Mehdi Fakhraie, Saeed Safari

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2010

Instruction reliability analysis for embedded processors.

Ali Azarpeyvand, Mostafa E. Salehi, Farshad Firouzi, Amir Yazdanbakhsh, Sied Mehdi Fakhraie

Proceedings of the 13th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2010