Pietro Mercati

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Reinforcement Learning

Power Management

Multicore Processors

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. CoRR (2024)
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD (2023)
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. CoRR (2023)
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. ACC (2023)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10 (5) (2023)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI (2023)
Jaroslaw Sydir, Bin Li, Pietro Mercati, Charlie Tai, Ravi R. Iyer, Michael Kishinevsky, Boris Serafimov
DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization. GLOBECOM (2022)
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. CoRR (2022)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132 (2022)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC (2021)
Qian Li, Bin Li, Pietro Mercati, Ramesh Illikkal, Charlie Tai, Michael Kishinevsky, Christos Kozyrakis
RAMBO: Resource Allocation for Microservices Using Bayesian Optimization. IEEE Comput. Archit. Lett. 20 (1) (2021)
Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms. CoRR (2021)
Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms. ISC Workshops (2021)
Pietro Mercati, Bin Li, Mesut Ali Ergin, Charlie Tai, Michael Kishinevsky, Boris Serafimov, Subhiksha Ravisundar, Eoin Walsh, Thomas Long
MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization. IM (2021)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO (2021)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
RelIoT: Reliability Simulator for IoT Networks. ICIOT (2020)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) (2020)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Dynamic Optimization of Battery Health in IoT Networks. ICCD (2019)
Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing
Multi-Stage Tunable Approximate Search in Resistive Associative Memory. IEEE Trans. Multi Scale Comput. Syst. 4 (1) (2018)
Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing
: Phase-based power/performance prediction of heterogeneous systems via neural networks. ICCAD (2017)
Pietro Mercati, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing
Multi-variable Dynamic Power Management for the GPU Subsystem. DAC (2017)
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (9) (2017)
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing
VarDroid: Online Variability Emulation in Android/Linux Platforms. ACM Great Lakes Symposium on VLSI (2016)
Mohsen Imani, Pietro Mercati, Tajana Rosing
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing. ISQED (2016)
Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Rosing
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices. EAI Endorsed Trans. Energy Web 2 (5) (2015)
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
NSF expedition on variability-aware software: Recent results and contributions. it Inf. Technol. 57 (3) (2015)
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing
An On-line Reliability Emulation Framework. EUC (2014)
Pietro Mercati, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch
User-centric joint power and thermal management for smartphones. MobiCASE (2014)
Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD (2014)
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE (2014)
Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
Workload and user experience-aware dynamic reliability management in multicore processors. DAC (2013)