Biresh Kumar Joardar

According to our database, Biresh Kumar Joardar authored at least 36 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HALO: Communication-Aware Heterogeneous 2.5-D System for Energy-Efficient LLM Execution at Edge.

Abhi Jaiswal, K. C. Sharin Shahana, Sujitha Ravichandran, K. Adarsh, H. Bharath Bhat, Biresh Kumar Joardar, Sumit K. Mandal

IEEE J. Emerg. Sel. Topics Circuits Syst., September, 2024

Mitigating Slow-to-Write Errors in Memristor-Mapped Graph Neural Networks Induced by Adversarial Attacks.

Ching-Yuan Chen, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., August, 2024

FARe: Fault-Aware GNN Training on ReRAM-Based PIM Accelerators.

Pratyush Dhingra, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Ananth Kalyanaraman, Partha Pratim Pande

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Machine Learning-Based Rowhammer Mitigation.

Biresh Kumar Joardar, Tyler K. Bletsch, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs.

Biresh Kumar Joardar, Janardhan Rao Doppa, Hai (Helen) Li, Krishnendu Chakrabarty, Partha Pratim Pande

IEEE Trans. Emerg. Top. Comput., 2023

Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning.

Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Lukas Pfromm, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Simply-Track-and-Refresh: Efficient and Scalable Rowhammer Mitigation.

Eduardo Ortega, Tyler K. Bletsch, Biresh Kumar Joardar, Jonti Talukdar, Woohyun Paik, Krishnendu Chakrabarty

Proceedings of the IEEE International Test Conference, 2023

Energy-Efficient ReRAM-Based ML Training via Mixed Pruning and Reconfigurable ADC.

Chukwufumnanya Ogbogu, Soumen Mohapatra, Biresh Kumar Joardar, Janardhan Rao Doppa, Deuk Heo, Krishnendu Chakrabarty, Partha Pratim Pande

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Attacking Memristor-Mapped Graph Neural Network by Inducing Slow-to-Write Errors.

Ching-Yuan Chen, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the IEEE European Test Symposium, 2023

Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars.

Chung-Hsuan Tung, Biresh Kumar Joardar, Partha Pratim Pande, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Attacking ReRAM-based Architectures using Repeated Writes.

Biresh Kumar Joardar, Krishnendu Chakrabarty

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet.

Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty, Partha Pratim Pande

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

High-Throughput Training of Deep CNNs on ReRAM-Based Heterogeneous Architectures via Optimized Normalization Layers.

Biresh Kumar Joardar, Aryan Deshwal, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

NoC-enabled 3D Heterogeneous Manycore Systems for Big-Data Applications.

Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

Fault-Tolerant Deep Learning Using Regularization.

Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Learning to Mitigate Rowhammer Attacks.

Biresh Kumar Joardar, Tyler K. Bletsch, Krishnendu Chakrabarty

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures.

Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

IEEE Trans. Very Large Scale Integr. Syst., 2021

HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration.

Aqeeb Iqbal Arka, Biresh Kumar Joardar, Ryan Gary Kim, Dae Hyun Kim, Janardhan Rao Doppa, Partha Pratim Pande

ACM Trans. Design Autom. Electr. Syst., 2021

Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators.

Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande

ACM Trans. Embed. Comput. Syst., 2021

AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture.

Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

ReaLPrune: ReRAM Crossbar-aware Lottery Ticket Pruned CNNs.

Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande

CoRR, 2021

Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.

Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper).

Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks.

Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

3D++: Unlocking the Next Generation of High-Performance and Energy-Efficient Architectures using M3D Integration.

Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks.

Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Biresh Kumar Joardar, Krishnendu Chakrabarty

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation.

Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

MOOS: A Multi-Objective Design Space Exploration and Optimization Framework for NoC Enabled Manycore Systems.

Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande

ACM Trans. Embed. Comput. Syst., 2019

Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems.

Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu

IEEE Trans. Computers, 2019

NoC-enabled software/hardware co-design framework for accelerating <i>k-mer</i> counting.

Biresh Kumar Joardar, Priyanka Ghosh, Partha Pratim Pande, Ananth Kalyanaraman, Sriram Krishnamoorthy

Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, 2019

REGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs.

Biresh Kumar Joardar, Bing Li, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Design and Optimization of Heterogeneous Manycore Systems Enabled by Emerging Interconnect Technologies: Promises and Challenges.

Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Taming extreme heterogeneity via machine learning based design of autonomous manycore systems.

Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019

2018

Hybrid on-chip communication architectures for heterogeneous manycore systems.

Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu

Proceedings of the International Conference on Computer-Aided Design, 2018

High performance collective communication-aware 3D Network-on-Chip architectures.

Biresh Kumar Joardar, Karthi Duraisamy, Partha Pratim Pande

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs.

Biresh Kumar Joardar, Wonje Choi, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu

Proceedings of the Eleventh IEEE/ACM International Symposium on Networks-on-Chip, 2017