Sumit K. Mandal

54 papers A* 1A 8B 2C 1Misc 1Journal 35Unranked 5
YearRankTypeTitle / Venue / Authors
2026 Misc conf
Cost and Communication-Aware Fast Placement of Processing Elements in Chiplets for 2.5D Systems.
VLSID
Ayman Un Nisa, Ashok Jagannathan, Sumit K. Mandal
2026 A conf
FARE: A Fine-grained Pipelined Reconfigurable FlashAttention Kernel.
FPGA
Kaushikkumar S. Rathva, Aakarsh Alam, Srini Srinivasan, Sumit K. Mandal
2025 — conf
Acceleration of Large Language Models with Emerging Compute and Communication Technology.
COINS
K. C. Sharin Shahana, Sumit K. Mandal, Biresh Kumar Joardar
2025 — conf
CATALYSE: Communication-aware Task Mapping for DNNs on Multicore Systems at Edge.
COINS
Ankit Ahirwar, Sumit K. Mandal
2025 J jnl
HISIM: Analytical Performance Modeling and Design Space Exploration of 2.5D/3D Integration for AI Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenyu Wang, Pragnya Sudershan Nalla, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Jae-sun Seo, Vidya A. Chhabria, Jeff Zhang, Chaitali Chakrabarti, Ümit Y. Ogras, Yu Cao
2025 B conf
Interconnect Performance Estimation for ML Accelerators via Lightweight Analytical Model.
ISPASS
Rahul Tripathy, Sumit K. Mandal
2024 A conf
DISHA: Low-Energy Sparse Transformer at Edge for Outdoor Navigation for the Visually Impaired Individuals.
ISLPED
Praveen Nagil, Sumit K. Mandal
2024 J jnl
DISHA: Low-Energy Sparse Transformer at Edge for Outdoor Navigation for the Visually Impaired Individuals.
CoRR
Praveen Nagil, Sumit K. Mandal
2024 B conf
Exploiting 2.5D/3D Heterogeneous Integration for AI Computing.
ASPDAC
Zhenyu Wang, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Yaotian Liu, Jae-sun Seo, Chaitali Chakrabarti, Ümit Y. Ogras, Vidya A. Chhabria, Jeff Zhang, Yu Cao
2024 J jnl
HALO: Communication-Aware Heterogeneous 2.5-D System for Energy-Efficient LLM Execution at Edge.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Abhi Jaiswal, K. C. Sharin Shahana, Sujitha Ravichandran, K. Adarsh, H. Bharath Bhat, Biresh Kumar Joardar, Sumit K. Mandal
2024 — ch.
In-Memory Computing for AI Accelerators: Challenges and Solutions.
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2023 A conf
A Lightweight Congestion Control Technique for NoCs with Deflection Routing.
DATE
Shruti Yadav Narayana, Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2023 A conf
Achieving Datacenter-scale Performance through Chiplet-based Manycore Architectures.
DATE
Harsh Sharma, Sumit K. Mandal, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
2023 — conf
Benchmarking Heterogeneous Integration with 2.5D/3D Interconnect Modeling.
ASICON
Zhenyu Wang, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Jae-sun Seo, Chaitali Chakrabarti, Ümit Y. Ogras, Vidya A. Chhabria, Yu Cao
2023 J jnl
CANNON: Communication-Aware Sparse Neural Network Optimization.
IEEE Trans. Emerg. Top. Comput.
A. Alper Goksoy, Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2023 J jnl
ELEMENT: Energy-Efficient Multi-NoP Architecture for IMC-Based 2.5-D Accelerator for DNN Training.
IEEE Des. Test
K. Neethu, K. C. Sharin Shahana, Rekha K. James, John Jose, Sumit K. Mandal
2023 J jnl
Fast Analysis Using Finite Queuing Model for Multilayer NoCs.
IEEE Des. Test
Shruti Yadav Narayana, Sumit K. Mandal, Raid Ayoub, Mohammad M. Islam, Michael Kishinevsky, Ümit Y. Ogras
2023 J jnl
Fast Performance Analysis for NoCs With Weighted Round-Robin Arbitration and Finite Buffers.
IEEE Trans. Very Large Scale Integr. Syst.
Sumit K. Mandal, Shruti Yadav Narayana, Raid Ayoub, Michael Kishinevsky, Ahmed Abousamra, Ümit Y. Ogras
2023 J jnl
Machine Learning-based Low Overhead Congestion Control Algorithm for Industrial NoCs.
CoRR
Shruti Yadav Narayana, Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2022 A conf
Big-Little Chiplets for In-Memory Acceleration of DNNs: A Scalable Heterogeneous Architecture.
ICCAD
Gokul Krishnan, A. Alper Goksoy, Sumit K. Mandal, Zhenyu Wang, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2022 J jnl
COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks.
CoRR
Sumit K. Mandal, Gokul Krishnan, A. Alper Goksoy, Gopikrishnan Ravindran Nair, Yu Cao, Ümit Y. Ogras
2022 J jnl
COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sumit K. Mandal, Gokul Krishnan, A. Alper Goksoy, Gopikrishnan Ravindran Nair, Yu Cao, Ümit Y. Ogras
2022 C conf
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor.
ISCAS
Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, Ilkin Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John S. Brunhaver, Chaitali Chakrabarti, Liangliang Chang, Kuan-Yu Chen, Ming-Hung Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Yukang Fu, A. Alper Goksoy, Xin He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, Hun-Seok Kim, A. N. Krishnakumar, Yang Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, Brittany M. McCall, Trevor N. Mudge, Ümit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue
2022 J jnl
Impact of On-chip Interconnect on In-memory Acceleration of Deep Neural Networks.
ACM J. Emerg. Technol. Comput. Syst.
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2022 J jnl
SWAP: A Server-Scale Communication-Aware Chiplet-Based Manycore PIM Accelerator.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Harsh Sharma, Sumit K. Mandal, Janardhan Rao Doppa, Ümit Y. Ogras, Partha Pratim Pande
2021 J jnl
Analytical Performance Modeling of NoCs under Priority Arbitration and Bursty Traffic.
IEEE Embed. Syst. Lett.
Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Mohammad M. Islam, Ümit Y. Ogras
2021 J jnl
FLASH: Fast Neural Architecture Search with Hardware Optimization.
CoRR
Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2021 J jnl
FLASH: Fast Neural Architecture Search with Hardware Optimization.
ACM Trans. Embed. Comput. Syst.
Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2021 J jnl
Front-End Architecture Design for Low-Complexity 3-D Ultrasound Imaging Based on Synthetic Aperture Sequential Beamforming.
IEEE Trans. Very Large Scale Integr. Syst.
Jian Zhou, Sumit K. Mandal, Brendan L. West, Siyuan Wei, Ümit Y. Ogras, Oliver D. Kripfgans, J. Brian Fowlkes, Thomas F. Wenisch, Chaitali Chakrabarti
2021 J jnl
Impact of On-Chip Interconnect on In-Memory Acceleration of Deep Neural Networks.
CoRR
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2021 J jnl
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks.
CoRR
Gokul Krishnan, Sumit K. Mandal, Manvitha Pannala, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2021 J jnl
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks.
ACM Trans. Embed. Comput. Syst.
Gokul Krishnan, Sumit K. Mandal, Manvitha Pannala, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2021 — conf
System-Level Benchmarking of Chiplet-based IMC Architectures for Deep Neural Network Acceleration.
ASICON
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2021 A conf
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration.
ICCAD
Sumit K. Mandal, Jie Tong, Raid Ayoub, Michael Kishinevsky, Ahmed Abousamra, Ümit Y. Ogras
2021 J jnl
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration.
CoRR
Sumit K. Mandal, Jie Tong, Raid Ayoub, Michael Kishinevsky, Ahmed Abousamra, Ümit Y. Ogras
2020 J jnl
A Latency-Optimized Reconfigurable NoC for In-Memory Acceleration of DNNs.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sumit K. Mandal, Gokul Krishnan, Chaitali Chakrabarti, Jae-sun Seo, Yu Cao, Ümit Y. Ogras
2020 J jnl
A Survey on Energy Management for Mobile and IoT Devices.
IEEE Des. Test
Sudeep Pasricha, Raid Ayoub, Michael Kishinevsky, Sumit K. Mandal, Ümit Y. Ogras
2020 J jnl
An Energy-Aware Online Learning Framework for Resource Management in Heterogeneous Platforms.
CoRR
Sumit K. Mandal, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande, Ümit Y. Ogras
2020 J jnl
An Energy-aware Online Learning Framework for Resource Management in Heterogeneous Platforms.
ACM Trans. Design Autom. Electr. Syst.
Sumit K. Mandal, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande, Ümit Y. Ogras
2020 J jnl
Analytical Performance Modeling of NoCs under Priority Arbitration and Bursty Traffic.
CoRR
Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Mohammad M. Islam, Ümit Y. Ogras
2020 — conf
Analytical modeling of NoCs for fast simulation and design exploration (invited).
SLIP
Raid Ayoub, Michael Kishinevsky, Sumit K. Mandal, Ümit Y. Ogras
2020 J jnl
Determining Mechanical Stress Testing Parameters for FHE Designs with Low Computational Overhead.
IEEE Des. Test
Ganapati Bhat, Hang Gao, Sumit K. Mandal, Ümit Y. Ogras, Sule Ozev
2020 J jnl
Interconnect-Aware Area and Energy Optimization for In-Memory Acceleration of DNNs.
IEEE Des. Test
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao
2020 A* conf
Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs.
DAC
Sumit K. Mandal, Ümit Y. Ogras, Janardhan Rao Doppa, Raid Zuhair Ayoub, Michael Kishinevsky, Partha Pratim Pande
2020 J jnl
Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs.
CoRR
Sumit K. Mandal, Ümit Y. Ogras, Janardhan Rao Doppa, Raid Zuhair Ayoub, Michael Kishinevsky, Partha Pratim Pande
2020 A conf
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion.
ICCAD
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2020 J jnl
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion.
CoRR
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2020 J jnl
Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2020 J jnl
Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems.
CoRR
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2019 J jnl
A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors.
IEEE Comput. Archit. Lett.
Ujjwal Gupta, Sumit K. Mandal, Manqing Mao, Chaitali Chakrabarti, Ümit Y. Ogras
2019 J jnl
Analytical Performance Models for NoCs with Multiple Priority Traffic Classes.
CoRR
Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2019 J jnl
Analytical Performance Models for NoCs with Multiple Priority Traffic Classes.
ACM Trans. Embed. Comput. Syst.
Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2019 J jnl
Dynamic Resource Management of Heterogeneous Mobile Platforms via Imitation Learning.
IEEE Trans. Very Large Scale Integr. Syst.
Sumit K. Mandal, Ganapati Bhat, Chetan Arvind Patil, Janardhan Rao Doppa, Partha Pratim Pande, Ümit Y. Ogras
2018 A conf
Online learning for adaptive optimization of heterogeneous SoCs.
ICCAD
Ganapati Bhat, Sumit K. Mandal, Ujjwal Gupta, Ümit Y. Ogras