Sumit K. Mandal
Title
Cited by
Cited by
Year
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
322019
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
242019
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
162020
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
142020
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
132020
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
132019
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
82020
Online learning for adaptive optimization of heterogeneous SoCs
G Bhat, SK Mandal, U Gupta, UY Ogras
Proceedings of the International Conference on Computer-Aided Design, 1-6, 2018
82018
Runtime task scheduling using imitation learning for heterogeneous many-core systems
A Krishnakumar, SE Arda, AA Goksoy, SK Mandal, UY Ogras, AL Sartor, ...
arXiv preprint arXiv:2007.09361, 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, 2020
42020
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
Interconnect-centric benchmarking of in-memory acceleration for DNNS
G Krishnan, SK Mandai, C Chakrabarti, J Seo, UY Ogras, Y Cao
2021 China Semiconductor Technology International Conference (CSTIC), 1-4, 2021
22021
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
22020
Energy-Efficient Networks-on-Chip Architectures: Design and Run-Time Optimization
SK Mandal, A Krishnakumar, UY Ogras
Network-on-Chip Security and Privacy, 55, 2021
12021
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
12020
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
2021
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
2021
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration
SK Mandal, J Tong, R Ayoub, M Kishinevsky, A Abousamra, UY Ogras
arXiv preprint arXiv:2108.09534, 2021
2021
Impact of On-Chip Interconnect on In-Memory Acceleration of Deep Neural Networks
G Krishnan, SK Mandal, C Chakrabarti, J Seo, UY Ogras, Y Cao
arXiv preprint arXiv:2107.02358, 2021
2021
Per-Core Power Modeling for Heterogenous SoCs
G Bhat, SK Mandal, ST Manchukonda, SV Vadlamudi, A Agarwal, J Wang, ...
Electronics 10 (19), 2428, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–20