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Sumit K. Mandal
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A deep Q-learning approach for dynamic management of heterogeneous processors
U Gupta, SK Mandal, M Mao, C Chakrabarti, UY Ogras
IEEE Computer Architecture Letters 18 (1), 14-17, 2019
432019
Dynamic resource management of heterogeneous mobile platforms via imitation learning
SK Mandal, G Bhat, CA Patil, JR Doppa, PP Pande, UY Ogras
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (12 …, 2019
372019
A survey on energy management for mobile and IoT devices
S Pasricha, R Ayoub, M Kishinevsky, SK Mandal, UY Ogras
IEEE Design & Test 37 (5), 7-24, 2020
292020
An energy-aware online learning framework for resource management in heterogeneous platforms
SK Mandal, G Bhat, JR Doppa, PP Pande, UY Ogras
ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (3 …, 2020
252020
Analytical performance models for NoCs with multiple priority traffic classes
SK Mandal, R Ayoub, M Kishinevsky, UY Ogras
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-21, 2019
192019
Interconnect-aware area and energy optimization for in-memory acceleration of DNNs
G Krishnan, SK Mandal, C Chakrabarti, J Seo, UY Ogras, Y Cao
IEEE Design & Test 37 (6), 79-87, 2020
182020
A latency-optimized reconfigurable NoC for in-memory acceleration of DNNs
SK Mandal, G Krishnan, C Chakrabarti, JS Seo, Y Cao, UY Ogras
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (3 …, 2020
152020
Runtime task scheduling using imitation learning for heterogeneous many-core systems
A Krishnakumar, SE Arda, AA Goksoy, SK Mandal, UY Ogras, AL Sartor, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
122020
Online learning for adaptive optimization of heterogeneous SoCs
G Bhat, SK Mandal, U Gupta, UY Ogras
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2018
92018
Performance analysis of priority-aware nocs with deflection routing under traffic congestion
SK Mandal, A Krishnakumar, R Ayoub, M Kishinevsky, UY Ogras
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
72020
Analytical performance modeling of NoCs under priority arbitration and bursty traffic
SK Mandal, R Ayoub, M Kishinevsky, MM Islam, UY Ogras
IEEE Embedded Systems Letters 13 (3), 98-101, 2020
72020
FLASH: Fast Neural Architecture Search with Hardware Optimization
G Li, SK Mandal, UY Ogras, R Marculescu
ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-26, 2021
52021
Interconnect-centric benchmarking of in-memory acceleration for DNNS
G Krishnan, SK Mandal, C Chakrabarti, J Seo, UY Ogras, Y Cao
2021 China Semiconductor Technology International Conference (CSTIC), 1-4, 2021
52021
Energy-efficient networks-on-chip architectures: Design and run-time optimization
SK Mandal, A Krishnakumar, UY Ogras
Network-on-Chip Security and Privacy, 55-75, 2021
52021
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks
G Krishnan, SK Mandal, M Pannala, C Chakrabarti, JS Seo, UY Ogras, ...
ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-24, 2021
32021
Online adaptive learning for runtime resource management of heterogeneous SoCs
SK Mandal, UY Ogras, JR Doppa, RZ Ayoub, M Kishinevsky, PP Pande
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
32020
Determining mechanical stress testing parameters for fhe designs with low computational overhead
G Bhat, H Gao, SK Mandal, UY Ogras, S Ozev
IEEE Design & Test 37 (4), 35-41, 2020
32020
Impact of On-chip Interconnect on In-memory Acceleration of Deep Neural Networks
G Krishnan, SK Mandal, C Chakrabarti, JS Seo, UY Ogras, Y Cao
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-22, 2021
22021
COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks
SK Mandal, G Krishnan, AA Goksoy, GR Nair, Y Cao, UY Ogras
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022
12022
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration
SK Mandal, J Tong, R Ayoub, M Kishinevsky, A Abousamra, UY Ogras
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
12021
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