Pietro Mercati

According to our database, Pietro Mercati authored at least 30 papers between 2013 and 2024.

Collaborative distances:

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

2024

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning.

Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani

CoRR, 2024

2023

Dynamic Reliability Management of Multigateway IoT Edge Computing Systems.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing

IEEE Internet Things J., March, 2023

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.

Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing.

Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.

Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram

Proceedings of the American Control Conference, 2023

2022

QHD: A brain-inspired hyperdimensional reinforcement learning algorithm.

Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani

CoRR, 2022

Reinforcement learning based reliability-aware routing in IoT networks.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Ad Hoc Networks, 2022

DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization.

Jaroslaw Sydir, Bin Li, Pietro Mercati, Charlie Tai, Ravi R. Iyer, Michael Kishinevsky, Boris Serafimov

Proceedings of the IEEE Global Communications Conference, 2022

2021

RAMBO: Resource Allocation for Microservices Using Bayesian Optimization.

Qian Li, Bin Li, Pietro Mercati, Ramesh Illikkal, Charlie Tai, Michael Kishinevsky, Christos Kozyrakis

IEEE Comput. Archit. Lett., 2021

Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms.

Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021

MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization.

Pietro Mercati, Bin Li, Mesut Ali Ergin, Charlie Tai, Michael Kishinevsky, Boris Serafimov, Subhiksha Ravisundar, Eoin Walsh, Thomas Long

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

RelIoT: Reliability Simulator for IoT Networks.

Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing

Proceedings of the Internet of Things - ICIOT 2020, 2020

Simulating Reliability of IoT Networks with RelIoT.

Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing

Proceedings of the 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks, 2020

2019

Dynamic Optimization of Battery Health in IoT Networks.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

2018

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

2017

Power, Thermal, Reliability and Variability Management of Mobile Devices.

Pietro Mercati

PhD thesis, 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

P⁴: Phase-based power/performance prediction of heterogeneous systems via neural networks.

Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Multi-variable Dynamic Power Management for the GPU Subsystem.

Pietro Mercati, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.

Mohsen Imani, Pietro Mercati, Tajana Rosing

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

VarDroid: Online Variability Emulation in Android/Linux Platforms.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

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, 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

it Inf. Technol., 2015

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

2014

User-centric joint power and thermal management for smartphones.

Pietro Mercati, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch

Proceedings of the 6th International Conference on Mobile Computing, 2014

Dynamic variability management in mobile multicore processors under lifetime constraints.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing

Proceedings of the 32nd IEEE International Conference on Computer Design, 2014

An On-line Reliability Emulation Framework.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing

Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014

A Linux-governor based Dynamic Reliability Manager for android mobile devices.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini

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

2013

Workload and user experience-aware dynamic reliability management in multicore processors.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini

Proceedings of the 50th Annual Design Automation Conference 2013, 2013