Pouya Haghi

According to our database, Pouya Haghi authored at least 22 papers between 2020 and 2024.

Collaborative distances:

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

2024

FPGA-Accelerated Range-Limited Molecular Dynamics.

Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Ang Li, Martin C. Herbordt

IEEE Trans. Computers, June, 2024

Bridging the Gap Between LLMs and LNS with Dynamic Data Format and Architecture Codesign.

Pouya Haghi, Chunshu Wu, Zahra Azad, Yanfei Li, Andrew Gui, Yuchen Hao, Ang Li, Tony Tong Geng

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications.

Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt

Proceedings of the 38th ACM International Conference on Supercomputing, 2024

2023

A Survey of Potential MPI Complex Collectives: Large-Scale Mining and Analysis of HPC Applications.

Pouya Haghi, Ryan J. Marshall, Po-Hao Chen, Anthony Skjellum, Martin C. Herbordt

CoRR, 2023

FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics.

Chunshu Wu, Tong Geng, Anqi Guo, Sahan Bandara, Pouya Haghi, Chuan Liu, Ang Li, Martin C. Herbordt

Proceedings of the International Conference for High Performance Computing, 2023

FLASH: FPGA-Accelerated Smart Switches with GCN Case Study.

Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po-Hao Chen, Connor Greenwood, Anqi Guo, Thomas M. Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 37th International Conference on Supercomputing, 2023

Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training.

Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng

Proceedings of the 37th International Conference on Supercomputing, 2023

2022

Reconfigurable switches for high performance and flexible MPI collectives.

Pouya Haghi, Anqi Guo, Qingqing Xiong, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Derek Schafer, Anthony Skjellum, Martin C. Herbordt

Concurr. Comput. Pract. Exp., 2022

Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework.

Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

The Viability of Using Online Prediction to Perform Extra Work while Executing BSP Applications.

Po-Hao Chen, Pouya Haghi, Jae Yoon Chung, Tong Geng, Richard West, Anthony Skjellum, Martin C. Herbordt

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Optimized Mappings for Symmetric Range-Limited Molecular Force Calculations on FPGAs.

Chunshu Wu, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

A Framework for Neural Network Inference on FPGA-Centric SmartNICs.

Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt

Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

COPA Use Case: Distributed Secure Joint Computation.

Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks.

Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

2021

Workload Imbalance in HPC Applications: Effect on Performance of In-Network Processing.

Pouya Haghi, Anqi Guo, Tong Geng, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs.

Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin C. Herbordt, Ang Li

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

O⁴-DNN: A Hybrid DSP-LUT-Based Processing Unit With Operation Packing and Out-of-Order Execution for Efficient Realization of Convolutional Neural Networks on FPGA Devices.

Pouya Haghi, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing.

Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

A Reconfigurable Compute-in-the-Network FPGA Assistant for High-Level Collective Support with Distributed Matrix Multiply Case Study.

Pouya Haghi, Anqi Guo, Tong Geng, Justin T. Broaddus, Derek Schafer, Anthony Skjellum, Martin C. Herbordt

Proceedings of the International Conference on Field-Programmable Technology, 2020

FPGAs in the Network and Novel Communicator Support Accelerate MPI Collectives.

Pouya Haghi, Anqi Guo, Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Accelerating MPI Collectives with FPGAs in the Network and Novel Communicator Support.

Qingqing Xiong, Chen Yang, Pouya Haghi, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers.

Pouya Haghi, Tong Geng, Anqi Guo, Tianqi Wang, Martin C. Herbordt

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020