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Arman Iranfar
Arman Iranfar
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Thespot: Thermal stress-aware power and temperature management for multiprocessor systems-on-chip
A Iranfar, M Kamal, A Afzali-Kusha, M Pedram, D Atienza
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
392017
A heuristic machine learning-based algorithm for power and thermal management of heterogeneous MPSoCs
A Iranfar, SN Shahsavani, M Kamal, A Afzali-Kusha
2015 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2015
302015
MANGO: exploring manycore architectures for next-generation HPC systems
J Flich, G Agosta, P Ampletzer, DA Alonso, C Brandolese, E Cappe, ...
2017 Euromicro Conference on Digital System Design (DSD), 478-485, 2017
292017
Exploring manycore architectures for next-generation HPC systems through the MANGO approach
J Flich, G Agosta, P Ampletzer, DA Alonso, C Brandolese, E Cappe, ...
Microprocessors and Microsystems 61, 154-170, 2018
222018
MAMUT: Multi-agent reinforcement learning for efficient real-time multi-user video transcoding
L Costero, A Iranfar, M Zapater, FD Igual, K Olcoz, D Atienza
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 558-563, 2019
202019
Machine learning-based quality-aware power and thermal management of multistream HEVC encoding on multicore servers
A Iranfar, M Zapater, D Atienza
IEEE Transactions on Parallel and Distributed Systems 29 (10), 2268-2281, 2018
182018
Design of a two-phase gravity-driven micro-scale thermosyphon cooling system for high-performance computing data centers
A Seuret, A Iranfar, M Zapater, J Thome, D Atienza
2018 17th IEEE Intersociety Conference on Thermal and Thermomechanical …, 2018
172018
Dynamic thermal management with proactive fan speed control through reinforcement learning
A Iranfar, F Terraneo, G Csordas, M Zapater, W Fornaciari, D Atienza
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 418-423, 2020
162020
Multiagent reinforcement learning for hyperparameter optimization of convolutional neural networks
A Iranfar, M Zapater, D Atienza
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
152021
A thermal stress-aware algorithm for power and temperature management of mpsocs
M Kamal, A Iranfar, A Afzali-Kusha, M Pedram
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 954-959, 2015
152015
Thermal characterization of next-generation workloads on heterogeneous MPSoCs
A Iranfar, F Terraneo, WA Simon, L Dragić, I Piljić, M Zapater, ...
2017 International Conference on Embedded Computer Systems: Architectures …, 2017
142017
A machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs: work-in-progress
A Iranfar, M Zapater, D Atienza
Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on …, 2017
122017
Resource management for power-constrained HEVC transcoding using reinforcement learning
L Costero, A Iranfar, M Zapater, FD Igual, K Olcoz, D Atienza
IEEE Transactions on Parallel and Distributed Systems 31 (12), 2834-2850, 2020
112020
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals*
A Iranfar, A Arza, D Atienza
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
92021
Containergy—A Container-Based Energy and Performance Profiling Tool for Next Generation Workloads
W Silva-de-Souza, A Iranfar, A Bráulio, M Zapater, S Xavier-de-Souza, ...
Energies 13 (9), 2162, 2020
92020
Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation
A Iranfar, A Pahlevan, M Zapater, M Žagar, M Kovač, D Atienza
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 949-954, 2018
72018
A machine learning-based framework for throughput estimation of time-varying applications in multi-core servers
A Iranfar, WS De Souza, M Zapater, K Olcoz, SX de Souza, D Atienza
2019 IFIP/IEEE 27th International Conference on Very Large Scale Integration …, 2019
62019
Enhancing two-phase cooling efficiency through thermal-aware workload mapping for power-hungry servers
A Iranfar, A Pahlevan, M Zapater, D Atienza
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 66-71, 2019
42019
A machine learning-based strategy for efficient resource management of video encoding on heterogeneous MPSoCs
A Iranfar, WA Simon, M Zapater, D Atienza
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
42018
A framework for assessing and certifying explainability of health-oriented AI systems
P Denzel, S Brunner, PP Luley, C Frischknecht-Gruber, MU Reif, ...
Explainable AI in Medicine Workshop, Lugano, Switzerland, 2-3 November 2023, 2023
2023
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