Workload and user experience-aware dynamic reliability management in multicore processors. - Pietro Mercati; Andrea Bartolini; Francesco Paterna; Tajana Simunic Rosing; Luca Benini (DAC, 2013)

A Linux-governor based Dynamic Reliability Manager for android mobile devices. - Pietro Mercati; Andrea Bartolini; Francesco Paterna; Tajana Simunic Rosing; Luca Benini (DATE, 2014)

An On-line Reliability Emulation Framework. - Pietro Mercati; Andrea Bartolini; Francesco Paterna; Luca Benini; Tajana Simunic Rosing (EUC, 2014)

Dynamic variability management in mobile multicore processors under lifetime constraints. - Pietro Mercati; Francesco Paterna; Andrea Bartolini; Luca Benini; Tajana Simunic Rosing (ICCD, 2014)

User-centric joint power and thermal management for smartphones. - Pietro Mercati; Tajana Simunic Rosing; Vinay Hanumaiah; Jitendra Kulkarni; Simon Bloch (MobiCASE, 2014)

BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices. - Pietro Mercati; Vinay Hanumaiah; Jitendra Kulkarni; Simon Bloch; Tajana Rosing (EAI Endorsed Trans. Energy Web, 2015)

NSF expedition on variability-aware software: Recent results and contributions. - 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 001; Rajesh K. Gupta 001; et al. (it Inf. Technol., 2015)

VarDroid: Online Variability Emulation in Android/Linux Platforms. - Pietro Mercati; Francesco Paterna; Andrea Bartolini; Mohsen Imani; Luca Benini; Tajana Simunic Rosing (ACM Great Lakes Symposium on VLSI, 2016)

ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing. - Mohsen Imani; Pietro Mercati; Tajana Rosing (ISQED, 2016)

Multi-variable Dynamic Power Management for the GPU Subsystem. - Pietro Mercati; Raid Ayoub; Michael Kishinevsky; Eric Samson; Marc Beuchat; Francesco Paterna; Tajana Simunic Rosing (DAC, 2017)

P4: Phase-based power/performance prediction of heterogeneous systems via neural networks. - Yeseong Kim; Pietro Mercati; Ankit More; Emily Shriver; Tajana Rosing (ICCAD, 2017)

WARM: Workload-Aware Reliability Management in Linux/Android. - Pietro Mercati; Francesco Paterna; Andrea Bartolini; Luca Benini; Tajana Simunic Rosing (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Power, Thermal, Reliability and Variability Management of Mobile Devices. - Pietro Mercati (2017)

Multi-Stage Tunable Approximate Search in Resistive Associative Memory. - Mohsen Imani; Abbas Rahimi; Pietro Mercati; Tajana Simunic Rosing (IEEE Trans. Multi Scale Comput. Syst., 2018)

Dynamic Optimization of Battery Health in IoT Networks. - Kazim Ergun; Raid Ayoub; Pietro Mercati; Tajana Rosing (ICCD, 2019)

Simulating Reliability of IoT Networks with RelIoT. - Kazim Ergun; Xiaofan Yu 001; Nitish Nagesh; Ludmila Cherkasova; Pietro Mercati; Raid Ayoub; Tajana Rosing (DSN (Supplements), 2020)

RelIoT: Reliability Simulator for IoT Networks. - Kazim Ergun; Xiaofan Yu 001; Nitish Nagesh; Ludmila Cherkasova; Pietro Mercati; Raid Ayoub; Tajana Rosing (ICIOT, 2020)

Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. - Kazim Ergun; Raid Ayoub; Pietro Mercati; Dancheng Liu; Tajana Rosing (ASP-DAC, 2021)

MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization. - Pietro Mercati; Bin Li 018; Mesut Ali Ergin; Charlie Tai; Michael Kishinevsky; Boris Serafimov; Subhiksha Ravisundar; Eoin Walsh; Thomas Long (IM, 2021)

Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. - Kazim Ergun; Raid Ayoub; Pietro Mercati; Tajana Rosing (MECO, 2021)

Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms. - Derssie Mebratu; Niranjan Hasabnis; Pietro Mercati; Gaurit Sharma; Shamima Najnin (ISC Workshops, 2021)

RAMBO: Resource Allocation for Microservices Using Bayesian Optimization. - Qian Li 027; Bin Li 018; Pietro Mercati; Ramesh Illikkal; Charlie Tai; Michael Kishinevsky; Christos Kozyrakis (IEEE Comput. Archit. Lett., 2021)

DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization. - Jaroslaw Sydir; Bin Li 018; Pietro Mercati; Charlie Tai; Ravi R. Iyer 001; Michael Kishinevsky; Boris Serafimov (GLOBECOM, 2022)

Reinforcement learning based reliability-aware routing in IoT networks. - Kazim Ergun; Raid Ayoub; Pietro Mercati; Tajana Rosing (Ad Hoc Networks, 2022)

QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. - Yang Ni 001; Danny Abraham; Mariam Issa; Yeseong Kim; Pietro Mercati; Mohsen Imani (CoRR, 2022)

On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. - Jiajun Shen; Kananart Kuwaranancharoen; Raid Ayoub; Pietro Mercati; Shreyas Sundaram (ACC, 2023)

Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. - Yang Ni 001; Danny Abraham; Mariam Issa; Yeseong Kim; Pietro Mercati; Mohsen Imani (ACM Great Lakes Symposium on VLSI, 2023)

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. - Yang Ni 001; Hanning Chen; Prathyush Poduval; Zhuowen Zou; Pietro Mercati; Mohsen Imani (ICCAD, 2023)

Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. - Kazim Ergun; Raid Ayoub; Pietro Mercati; Tajana Simunic Rosing (IEEE Internet Things J., 2023)

Multi-Objective Software-Hardware Co-Optimization for HD-PIM via Noise-Aware Bayesian Optimization. - Chien-Yi Yang; Minxuan Zhou; Flavio Ponzina; Suraj Sathya Prakash; Raid Ayoub; Pietro Mercati; Mahesh Subedar; Tajana Rosing (ICCAD, 2024)

Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning. - Yang Ni 001; Danny Abraham; Mariam Issa; Alejandro Hernández-Cano; Mahdi Imani; Pietro Mercati; Mohsen Imani (IEEE Access, 2024)

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. - Yang Ni 001; Zhuowen Zou; Wenjun Huang 001; Hanning Chen; William Youngwoo Chung; Samuel Cho; Ranganath Krishnan; Pietro Mercati; Mohsen Imani (CoRR, 2024)

Dyna-Optics: Architecting a Channel-Adaptive DNN Near-Sensor Optical Accelerator for Dynamic Inference. - Deniz Najafi; Wanhao Yu; Mehrdad Morsali; Pietro Mercati; Mohsen Imani; Mahdi Nikdast; Li Yang 009; Shaahin Angizi (COINS, 2025)

LLM-IMC: Automating Analog In-Memory Computing Architecture Generation with Large Language Models. - Deepak Vungarala; Md Hasibul Amin; Pietro Mercati; Arman Roohi; Ramtin Zand; Shaahin Angizi (FCCM, 2025)

Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration. - Mehrdad Morsali; Deniz Najafi; Amin Shafiee; Sepehr Tabrizchi; Pietro Mercati; Mohsen Imani; Arman Roohi; Navid Khoshavi; Mahdi Nikdast; Shaahin Angizi (ACM Great Lakes Symposium on VLSI, 2025)

LIMCA: LLM for Automating Analog In-Memory Computing Architecture Design Exploration. - Deepak Vungarala; Md Hasibul Amin; Pietro Mercati; Arnob Ghosh; Arman Roohi; Ramtin Zand; Shaahin Angizi (CoRR, 2025)

Special Issue on Wearable IoT Devices for Reliable Mobile Health Applications. - Ganapati Bhat; Pietro Mercati (IEEE Des. Test, 2025)

Self-Sustainable Wearable and Internet of Things (IoT) Devices for Health Monitoring: Opportunities and Challenges. - Pietro Mercati; Ganapati Bhat (IEEE Des. Test, 2025)

Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics. - Mehrdad Morsali; Chengwei Zhou; Deniz Najafi; Sreetama Sarkar; Pietro Mercati; Navid Khoshavi; Peter A. Beerel; Mahdi Nikdast; Gourav Datta; Shaahin Angizi (CoRR, 2025)