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2020 – today
- 2024
[j8]Yang Ni
, Danny Abraham, Mariam Issa, Alejandro Hernández-Cano, Mahdi Imani, Pietro Mercati, Mohsen Imani:
Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning. IEEE Access 12: 138519-138534 (2024)- [i4]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 abs/2402.11223 (2024) - 2023
- [j7]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing:
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10(5): 3864-3889 (2023) - [c20]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: 4555-4560 - [c19]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: 449-453 - [c18]Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani:
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD 2023: 1-9 - [i3]Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram:
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. CoRR abs/2303.08856 (2023) - 2022
- [j6]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132: 102869 (2022) - [c17]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: 4099-4105 - [i2]Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani:
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm. CoRR abs/2205.06978 (2022) - 2021
- [j5]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): 46-49 (2021) - [c16]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: 561-567 - [c15]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: 90-98 - [c14]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO 2021: 1-4 - [c13]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: 249-266 - [i1]Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin:
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms. CoRR abs/2109.06266 (2021) - 2020
- [c12]Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing:
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) 2020: 25-28 - [c11]Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing:
RelIoT: Reliability Simulator for IoT Networks. ICIOT 2020: 63-81
2010 – 2019
- 2019
- [c10]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Dynamic Optimization of Battery Health in IoT Networks. ICCD 2019: 648-655 - 2018
- [j4]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): 17-29 (2018) - 2017
- [b1]Pietro Mercati:
Power, Thermal, Reliability and Variability Management of Mobile Devices. University of California, San Diego, USA, 2017 - [j3]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): 1557-1570 (2017) - [c9]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: 2:1-2:6 - [c8]Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing:
P4: Phase-based power/performance prediction of heterogeneous systems via neural networks. ICCAD 2017: 683-690 - 2016
- [c7]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: 269-274 - [c6]Mohsen Imani, Pietro Mercati, Tajana Rosing:
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing. ISQED 2016: 101-106 - 2015
- [j2]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): e2 (2015) - [j1]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): 181-198 (2015) - 2014
- [c5]Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE 2014: 1-4 - [c4]Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing:
An On-line Reliability Emulation Framework. EUC 2014: 334-339 - [c3]Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD 2014: 448-455 - [c2]Pietro Mercati, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch:
User-centric joint power and thermal management for smartphones. MobiCASE 2014: 98-105 - 2013
- [c1]Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
Workload and user experience-aware dynamic reliability management in multicore processors. DAC 2013: 2:1-2:6
Coauthor Index
aka: Tajana Simunic Rosing
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last updated on 2024-10-23 20:35 CEST by the dblp team
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