2024
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning.
CoRR, 2024
Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning.
IEEE Access, 2024
2023
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems.
IEEE Internet Things J., March, 2023
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.
Proceedings of the American Control Conference, 2023
2022
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm.
CoRR, 2022
Reinforcement learning based reliability-aware routing in IoT networks.
Ad Hoc Networks, 2022
DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization.
Proceedings of the IEEE Global Communications Conference, 2022
2021
RAMBO: Resource Allocation for Microservices Using Bayesian Optimization.
IEEE Comput. Archit. Lett., 2021
Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms.
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.
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.
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.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021
2020
RelIoT: Reliability Simulator for IoT Networks.
Proceedings of the Internet of Things - ICIOT 2020, 2020
Simulating Reliability of IoT Networks with RelIoT.
Proceedings of the 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks, 2020
2019
Dynamic Optimization of Battery Health in IoT Networks.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019
2018
Multi-Stage Tunable Approximate Search in Resistive Associative Memory.
IEEE Trans. Multi Scale Comput. Syst., 2018
2017
Power, Thermal, Reliability and Variability Management of Mobile Devices.
PhD thesis, 2017
WARM: Workload-Aware Reliability Management in Linux/Android.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
P<sup>4</sup>: Phase-based power/performance prediction of heterogeneous systems via neural networks.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
Multi-variable Dynamic Power Management for the GPU Subsystem.
Proceedings of the 54th Annual Design Automation Conference, 2017
2016
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.
Proceedings of the 17th International Symposium on Quality Electronic Design, 2016
VarDroid: Online Variability Emulation in Android/Linux Platforms.
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
2015
NSF expedition on variability-aware software: Recent results and contributions.
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it Inf. Technol., 2015
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices.
EAI Endorsed Trans. Energy Web, 2015
2014
User-centric joint power and thermal management for smartphones.
Proceedings of the 6th International Conference on Mobile Computing, 2014
Dynamic variability management in mobile multicore processors under lifetime constraints.
Proceedings of the 32nd IEEE International Conference on Computer Design, 2014
An On-line Reliability Emulation Framework.
Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014
A Linux-governor based Dynamic Reliability Manager for android mobile devices.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
2013
Workload and user experience-aware dynamic reliability management in multicore processors.
Proceedings of the 50th Annual Design Automation Conference 2013, 2013