Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs
Mandal, Sumit K., Ogras, Umit Y., Rao Doppa, Janardhan, Ayoub, Raid Z., Kishinevsky, Michael, Pande, Partha P.
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
Energy efficient proactive thermal management in memory subsystem
Ayoub, Raid, Indukuri, Krishnam Raju, Rosing, Tajana Simunic
Published in 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED) (01.08.2010)
Published in 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED) (01.08.2010)
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Conference Proceeding
Reinforcement learning based reliability-aware routing in IoT networks
Ergun, Kazim, Ayoub, Raid, Mercati, Pietro, Rosing, Tajana
Published in Ad hoc networks (01.07.2022)
Published in Ad hoc networks (01.07.2022)
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Journal Article
Delayed unknown input observers for discrete-time linear systems with guaranteed performance
Chakrabarty, Ankush, Ayoub, Raid, Żak, Stanisław H., Sundaram, Shreyas
Published in Systems & control letters (01.05.2017)
Published in Systems & control letters (01.05.2017)
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Journal Article
PDRAM: a hybrid PRAM and DRAM main memory system
Dhiman, Gaurav, Ayoub, Raid, Rosing, Tajana
Published in 2009 46th ACM/IEEE Design Automation Conference (26.07.2009)
Published in 2009 46th ACM/IEEE Design Automation Conference (26.07.2009)
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Conference Proceeding
Fast Performance Analysis for NoCs With Weighted Round-Robin Arbitration and Finite Buffers
Mandal, Sumit K., Narayana, Shruti Yadav, Ayoub, Raid, Kishinevsky, Michael, Abousamra, Ahmed, Ogras, Umit Y.
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2023)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2023)
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Journal Article
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems
Ergun, Kazim, Ayoub, Raid, Mercati, Pietro, Rosing, Tajana Simunic
Published in IEEE internet of things journal (01.03.2023)
Published in IEEE internet of things journal (01.03.2023)
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Journal Article
Uncertainty-Aware Online Learning for Dynamic Power Management in Large Manycore Systems
Narang, Gaurav, Ayoub, Raid, Kishinevsky, Michael, Doppa, Janardhan Rao, Pande, Partha Pratim
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
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Conference Proceeding
Dynamic Optimization of Battery Health in IoT Networks
Ergun, Kazim, Ayoub, Raid, Mercati, Pietro, Rosing, Tajana
Published in 2019 IEEE 37th International Conference on Computer Design (ICCD) (01.11.2019)
Published in 2019 IEEE 37th International Conference on Computer Design (ICCD) (01.11.2019)
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Conference Proceeding
An Online Learning Methodology for Performance Modeling of Graphics Processors
Gupta, Ujjwal, Babu, Manoj, Ayoub, Raid, Kishinevsky, Michael, Paterna, Francesco, Gumussoy, Suat, Ogras, Umit Y.
Published in IEEE transactions on computers (01.12.2018)
Published in IEEE transactions on computers (01.12.2018)
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Journal Article
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion
Mandal, Sumit K., Krishnakumar, Anish, Ayoub, Raid, Kishinevsky, Michael, Ogras, Umit Y.
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
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Conference Proceeding
Analytical Performance Modeling of NoCs under Priority Arbitration and Bursty Traffic
Mandal, Sumit K., Ayoub, Raid, Kishinevsky, Micahel, Islam, Mohammad M., Ogras, Umit Y.
Published in IEEE embedded systems letters (01.09.2021)
Published in IEEE embedded systems letters (01.09.2021)
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Journal Article
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration
Mandal, Sumit K., Tong, Jie, Ayoub, Raid, Kishinevsky, Michael, Abousamra, Ahmed, Ogras, Umit Y.
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
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Conference Proceeding
A Lightweight Congestion Control Technique for NoCs with Deflection Routing
Narayana, Shruti Yadav, Mandal, Sumit K., Ayoub, Raid, Kishinevsky, Michael, Ogras, Umit Y.
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Simulating Reliability of IoT Networks with RelIoT
Ergun, Kazim, Yu, Xiaofan, Nagesh, Nitish, Cherkasova, Ludmila, Mercati, Pietro, Ayoub, Raid, Rosing, Tajana
Published in 2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S) (01.06.2020)
Published in 2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S) (01.06.2020)
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Conference Proceeding
A control-theoretic approach for energy efficient CPU-GPU subsystem in mobile platforms
Kadjo, David, Ayoub, Raid, Kishinevsky, Michael, Gratz, Paul V.
Published in 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2015)
Published in 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2015)
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Conference Proceeding
Adaptive performance prediction for integrated GPUs
Gupta, Ujjwal, Campbell, Joseph, Ogras, Umit Y., Ayoub, Raid, Kishinevsky, Michael, Paterna, Francesco, Gumussoy, Suat
Published in 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2016)
Published in 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2016)
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Conference Proceeding