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Sumit K. Mandal
Sumit K. Mandal
Indian Institute of Science (IISc.), Bangalore
Bestätigte E-Mail-Adresse bei iisc.ac.in - Startseite
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Jahr
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
672020
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
622019
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
582019
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
462020
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
392020
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
382021
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
352020
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
332020
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
302021
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
292019
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
202021
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
162021
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
152020
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
152020
SWAP: A server-scale communication-aware chiplet-based manycore PIM accelerator
H Sharma, SK Mandal, JR Doppa, UY Ogras, PP Pande
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
122022
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 12 (2 …, 2022
122022
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
112018
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
102021
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
92020
AI computing in light of 2.5 d interconnect roadmap: Big-little chiplets for in-memory acceleration
Z Wang, GR Nair, G Krishnan, SK Mandal, N Cherian, JS Seo, ...
2022 International Electron Devices Meeting (IEDM), 23.6. 1-23.6. 4, 2022
72022
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