Pouya Haghi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Top Venues

Publications

Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications. ICS (2024)
Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Ang Li, Martin C. Herbordt
FPGA-Accelerated Range-Limited Molecular Dynamics. IEEE Trans. Computers 73 (6) (2024)
Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po-Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study. ICS (2023)
Pouya Haghi, Ryan J. Marshall, Po-Hao Chen, Anthony Skjellum, Martin C. Herbordt
A Survey of Potential MPI Complex Collectives: Large-Scale Mining and Analysis of HPC Applications. CoRR (2023)
Chunshu Wu, Tong Geng, Anqi Guo, Sahan Bandara, Pouya Haghi, Chuan Liu, Ang Li, Martin C. Herbordt
FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics. SC (2023)
Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training. ICS (2023)
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks. FCCM (2022)
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
A Framework for Neural Network Inference on FPGA-Centric SmartNICs. FPL (2022)
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework. CoRR (2022)
Po-Hao Chen, Pouya Haghi, Jae Yoon Chung, Tong Geng, Richard West, Anthony Skjellum, Martin C. Herbordt
The Viability of Using Online Prediction to Perform Extra Work while Executing BSP Applications. HPEC (2022)
Pouya Haghi, Anqi Guo, Qingqing Xiong, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Derek Schafer, Anthony Skjellum, Martin C. Herbordt
Reconfigurable switches for high performance and flexible MPI collectives. Concurr. Comput. Pract. Exp. 34 (6) (2022)
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework. HPEC (2022)
Chunshu Wu, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Optimized Mappings for Symmetric Range-Limited Molecular Force Calculations on FPGAs. FPL (2022)
Rushi Patel, Pouya Haghi, Shweta Jain, Andriy Kot, Venkata Krishnan, Mayank Varia, Martin C. Herbordt
COPA Use Case: Distributed Secure Joint Computation. FCCM (2022)
Pouya Haghi, Anqi Guo, Tong Geng, Anthony Skjellum, Martin C. Herbordt
Workload Imbalance in HPC Applications: Effect on Performance of In-Network Processing. HPEC (2021)
Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin C. Herbordt, Ang Li
A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs. HPEC (2021)
Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing. MICRO (2020)
Qingqing Xiong, Chen Yang, Pouya Haghi, Anthony Skjellum, Martin C. Herbordt
Accelerating MPI Collectives with FPGAs in the Network and Novel Communicator Support. FCCM (2020)
Pouya Haghi, Anqi Guo, Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Anthony Skjellum, Martin C. Herbordt
FPGAs in the Network and Novel Communicator Support Accelerate MPI Collectives. HPEC (2020)
Pouya Haghi, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
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. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2020)
Pouya Haghi, Tong Geng, Anqi Guo, Tianqi Wang, Martin C. Herbordt
FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers. FCCM (2020)
Pouya Haghi, Anqi Guo, Tong Geng, Justin T. Broaddus, Derek Schafer, Anthony Skjellum, Martin C. Herbordt
A Reconfigurable Compute-in-the-Network FPGA Assistant for High-Level Collective Support with Distributed Matrix Multiply Case Study. FPT (2020)