Pietro Mercati

45 papers A* 2A 5B 2C 4Misc 1Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
HEAL: Brain-Inspired Hyperdimensional Efficient Active Learning.
IEEE Trans. Artif. Intell.
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
2026 J jnl
Opto-Aligner: Optical Near-Sensor Architecture for Accelerating DNA Pre-Alignment Filtering.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Deniz Najafi, Hamza Errahmouni Barkam, Zahra Ghanaatian, Mehrdad Morsali, Hanning Chen, Tamoghno Das, Arman Roohi, Pietro Mercati, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2025 — conf
Dyna-Optics: Architecting a Channel-Adaptive DNN Near-Sensor Optical Accelerator for Dynamic Inference.
COINS
Deniz Najafi, Wanhao Yu, Mehrdad Morsali, Pietro Mercati, Mohsen Imani, Mahdi Nikdast, Li Yang, Shaahin Angizi
2025 — conf
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration.
ACM Great Lakes Symposium on VLSI
Mehrdad Morsali, Deniz Najafi, Amin Shafiee, Sepehr Tabrizchi, Pietro Mercati, Mohsen Imani, Arman Roohi, Navid Khoshavi, Mahdi Nikdast, Shaahin Angizi
2025 J jnl
LIMCA: LLM for Automating Analog In-Memory Computing Architecture Design Exploration.
CoRR
Deepak Vungarala, Md Hasibul Amin, Pietro Mercati, Arnob Ghosh, Arman Roohi, Ramtin Zand, Shaahin Angizi
2025 Misc conf
LLM-IMC: Automating Analog In-Memory Computing Architecture Generation with Large Language Models.
FCCM
Deepak Vungarala, Md Hasibul Amin, Pietro Mercati, Arman Roohi, Ramtin Zand, Shaahin Angizi
2025 J jnl
LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction.
CoRR
Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani
2025 A conf
Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics.
ICCAD
Mehrdad Morsali, Chengwei Zhou, Deniz Najafi, Sreetama Sarkar, Pietro Mercati, Navid Khoshavi, Peter A. Beerel, Mahdi Nikdast, Gourav Datta, Shaahin Angizi
2025 J jnl
Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics.
CoRR
Mehrdad Morsali, Chengwei Zhou, Deniz Najafi, Sreetama Sarkar, Pietro Mercati, Navid Khoshavi, Peter A. Beerel, Mahdi Nikdast, Gourav Datta, Shaahin Angizi
2025 J jnl
Self-Sustainable Wearable and Internet of Things (IoT) Devices for Health Monitoring: Opportunities and Challenges.
IEEE Des. Test
Pietro Mercati, Ganapati Bhat
2025 J jnl
Special Issue on Wearable IoT Devices for Reliable Mobile Health Applications.
IEEE Des. Test
Ganapati Bhat, Pietro Mercati
2024 J jnl
Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning.
IEEE Access
Yang Ni, Danny Abraham, Mariam Issa, Alejandro Hernández-Cano, Mahdi Imani, Pietro Mercati, Mohsen Imani
2024 J jnl
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning.
CoRR
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
2024 A conf
Multi-Objective Software-Hardware Co-Optimization for HD-PIM via Noise-Aware Bayesian Optimization.
ICCAD
Chien-Yi Yang, Minxuan Zhou, Flavio Ponzina, Suraj Sathya Prakash, Raid Ayoub, Pietro Mercati, Mahesh Subedar, Tajana Rosing
2023 A conf
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.
ICCAD
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
2023 J jnl
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems.
IEEE Internet Things J.
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing
2023 — conf
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing.
ACM Great Lakes Symposium on VLSI
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
2023 C conf
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.
ACC
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
2023 J jnl
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.
CoRR
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
2022 B conf
DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization.
GLOBECOM
Jaroslaw Sydir, Bin Li, Pietro Mercati, Charlie Tai, Ravi R. Iyer, Michael Kishinevsky, Boris Serafimov
2022 J jnl
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm.
CoRR
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
2022 J jnl
Reinforcement learning based reliability-aware routing in IoT networks.
Ad Hoc Networks
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2021 — conf
Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms.
ISC Workshops
Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
2021 J jnl
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms.
CoRR
Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
2021 — conf
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.
ASP-DAC
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
2021 — conf
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing.
MECO
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2021 B conf
MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization.
IM
Pietro Mercati, Bin Li, Mesut Ali Ergin, Charlie Tai, Michael Kishinevsky, Boris Serafimov, Subhiksha Ravisundar, Eoin Walsh, Thomas Long
2021 J jnl
RAMBO: Resource Allocation for Microservices Using Bayesian Optimization.
IEEE Comput. Archit. Lett.
Qian Li, Bin Li, Pietro Mercati, Ramesh Illikkal, Charlie Tai, Michael Kishinevsky, Christos Kozyrakis
2020 — conf
RelIoT: Reliability Simulator for IoT Networks.
ICIOT
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
2020 — conf
Simulating Reliability of IoT Networks with RelIoT.
DSN (Supplements)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
2019 C conf
Dynamic Optimization of Battery Health in IoT Networks.
ICCD
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2018 J jnl
Multi-Stage Tunable Approximate Search in Resistive Associative Memory.
IEEE Trans. Multi Scale Comput. Syst.
Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing
2017 A* conf
Multi-variable Dynamic Power Management for the GPU Subsystem.
DAC
Pietro Mercati, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing
2017 A conf
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ICCAD
Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing
2017 — —
Power, Thermal, Reliability and Variability Management of Mobile Devices.
Pietro Mercati
2017 J jnl
WARM: Workload-Aware Reliability Management in Linux/Android.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2016 — conf
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.
ISQED
Mohsen Imani, Pietro Mercati, Tajana Rosing
2016 — conf
VarDroid: Online Variability Emulation in Android/Linux Platforms.
ACM Great Lakes Symposium on VLSI
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing
2015 J jnl
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices.
EAI Endorsed Trans. Energy Web
Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Rosing
2015 J jnl
NSF expedition on variability-aware software: Recent results and contributions.
it Inf. Technol.
Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou
2014 A conf
A Linux-governor based Dynamic Reliability Manager for android mobile devices.
DATE
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
2014 C conf
An On-line Reliability Emulation Framework.
EUC
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing
2014 C conf
Dynamic variability management in mobile multicore processors under lifetime constraints.
ICCD
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2014 — conf
User-centric joint power and thermal management for smartphones.
MobiCASE
Pietro Mercati, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch
2013 A* conf
Workload and user experience-aware dynamic reliability management in multicore processors.
DAC
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini