Martin C. Herbordt

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 87

Top Venues

Publications

Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
AutoAnnotate: Reinforcement Learning based Code Annotation for High Level Synthesis. ISQED (2024)
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
Performance Evaluation of VirtIO Device Drivers for Host-FPGA PCIe Communication. IPDPS (Workshops) (2024)
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)
Zaid Tahir, Sahan Bandara, Martin C. Herbordt
Multi-Core Multi-Rule VeBPF Firewall for Secure FPGA IoT Device Deployments. IPDPS (Workshops) (2024)
Reza Sajjadinasab, Hamed Rastaghi, Hafsah Shahzad, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
Further Optimizations and Analysis of Smith-Waterman with Vector Extensions. IPDPS (Workshops) (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)
Jing Li, Martin C. Herbordt
Introduction to the Special Section on FCCM 2022. ACM Trans. Reconfigurable Technol. Syst. 16 (4) (2023)
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)
Robert Munafo, Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
Improved Models for Policy-Agent Learning of Compiler Directives in HLS. HPEC (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)
Chengming Zhang, Tong Geng, Anqi Guo, Jiannan Tian, Martin C. Herbordt, Ang Lit, Dingwen Tao
H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture. FPL (2022)
Christophe Bobda, Joel Mandebi Mbongue, Paul Chow, Mohammad Ewais, Naif Tarafdar, Juan Camilo Vega, Ken Eguro, Dirk Koch, Suranga Handagala, Miriam Leeser, Martin C. Herbordt, Hafsah Shahzad, Peter Hofste, Burkhard Ringlein, Jakub Szefer, Ahmed Sanaullah, Russell Tessier
The Future of FPGA Acceleration in Datacenters and the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15 (3) (2022)
Chengming Zhang, Tong Geng, Anqi Guo, Jiannan Tian, Martin C. Herbordt, Ang Li, Dingwen Tao
H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture. CoRR (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)
Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. CoRR (2022)
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Robert Munafo, Xiteng Yao, Ulrich Drepper, Martin C. Herbordt
Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis. LLVM-HPC@SC (2022)
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
Enabling VirtIO Driver Support on FPGAs. H2RC@SC (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, Ang Li, Tianqi Wang, Chunshu Wu, Yanfei Li, Runbin Shi, Wei Wu, Martin C. Herbordt
O3BNN-R: An Out-of-Order Architecture for High-Performance and Regularized BNN Inference. IEEE Trans. Parallel Distributed Syst. 32 (1) (2021)
Chunshu Wu, Sahan Bandara, Tong Geng, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
System-Level Modeling of GPU/FPGA Clusters for Molecular Dynamics Simulations. HPEC (2021)
Hafsah Shahzad, Ahmed Sanaullah, Martin C. Herbordt
Survey and Future Trends for FPGA Cloud Architectures. HPEC (2021)
Michael Zink, David E. Irwin, Emmanuel Cecchet, Hakan Saplakoglu, Orran Krieger, Martin C. Herbordt, Michael Daitzman, Peter Desnoyers, Miriam Leeser, Suranga Handagala
The Open Cloud Testbed (OCT): A Platform for Research into new Cloud Technologies. CloudNet (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)
Lawrence C. Stewart, Carlo Pascoe, Emery Davis, Brian W. Sherman, Martin C. Herbordt, Vipin Sachdeva
Particle Mesh Ewald for Molecular Dynamics in OpenCL on an FPGA Cluster. FCCM (2021)
Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. MICRO (2021)
Chunshu Wu, Tong Geng, Sahan Bandara, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors. FCCM (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)
Rushi Patel, Pierre-Francois Wolfe, Robert Munafo, Mayank Varia, Martin C. Herbordt
Arithmetic and Boolean Secret Sharing MPC on FPGAs in the Data Center. HPEC (2020)
Tong Geng, Chunshu Wu, Cheng Tan, Bo Fang, Ang Li, Martin C. Herbordt
CQNN: a CGRA-based QNN Framework. HPEC (2020)
Lawrence C. Stewart, Carlo Pascoe, Brian W. Sherman, Martin C. Herbordt, Vipin Sachdeva
An OpenCL 3D FFT for Molecular Dynamics Simulations on Multiple FPGAs. CoRR (2020)
Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Xiaolong Ma, Hayden Kwok-Hay So, Martin C. Herbordt, Ang Li, Yanzhi Wang
CSB-RNN: A Faster-than-Realtime RNN Acceleration Framework with Compressed Structured Blocks. CoRR (2020)
Pierre-Francois Wolfe, Rushi Patel, Robert Munafo, Mayank Varia, Martin C. Herbordt
Secret Sharing MPC on FPGAs in the Datacenter. CoRR (2020)
Carlo Pascoe, Lawrence C. Stewart, Brian W. Sherman, Vipin Sachdeva, Martin C. Herbordt
Execution of Complete Molecular Dynamics Simulations on Multiple FPGAs. HPEC (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)
Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Xiaolong Ma, Hayden Kwok-Hay So, Martin C. Herbordt, Ang Li, Yanzhi Wang
CSB-RNN: a faster-than-realtime RNN acceleration framework with compressed structured blocks. ICS (2020)
Tianqi Wang, Tong Geng, Ang Li, Xi Jin, Martin C. Herbordt
FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters. IEEE Trans. Computers 69 (8) (2020)
Pouya Haghi, Tong Geng, Anqi Guo, Tianqi Wang, Martin C. Herbordt
FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers. FCCM (2020)
Pierre-Francois Wolfe, Rushi Patel, Robert Munafo, Mayank Varia, Martin C. Herbordt
Secret Sharing MPC on FPGAs in the Datacenter. FPL (2020)
Chunshu Wu, Tong Geng, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
A Communication-Efficient Multi-Chip Design for Range-Limited Molecular Dynamics. HPEC (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)
Tianqi Wang, Tong Geng, Xi Jin, Martin C. Herbordt
Accelerating AP3M-Based Computational Astrophysics Simulations with Reconfigurable Clusters. ASAP (2019)
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Chunshu Wu, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Fully integrated FPGA molecular dynamics simulations. SC (2019)
Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, Ang Li, Martin C. Herbordt
O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning. ICS (2019)
Chen Yang, Tong Geng, Tianqi Wang, Charles Lin, Jiayi Sheng, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs. ASAP (2019)
Tong Geng, Tianqi Wang, Ang Li, Xi Jin, Martin C. Herbordt
A Scalable Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Weight and Workload Balancing. CoRR (2019)
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Fully Integrated On-FPGA Molecular Dynamics Simulations. CoRR (2019)
Tianqi Wang, Tong Geng, Xi Jin, Martin C. Herbordt
FP-AMR: A Reconfigurable Fabric Framework for Adaptive Mesh Refinement Applications. FCCM (2019)
Ang Li, Tong Geng, Tianqi Wang, Martin C. Herbordt, Shuaiwen Leon Song, Kevin J. Barker
BSTC: a novel binarized-soft-tensor-core design for accelerating bit-based approximated neural nets. SC (2019)
Tong Geng, Ang Li, Tianqi Wang, Chunshu Wu, Yanfei Li, Antonino Tumeo, Martin C. Herbordt
UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing. CoRR (2019)
Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Anthony Skjellum, Martin C. Herbordt
GhostSZ: A Transparent FPGA-Accelerated Lossy Compression Framework. FCCM (2019)
Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Shuaiwen Leon Song, Ang Li, Martin C. Herbordt
LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism. ASAP (2019)
Qingqing Xiong, Purushotham V. Bangalore, Anthony Skjellum, Martin C. Herbordt
MPI Derived Datatypes: Performance and Portability Issues. EuroMPI (2018)
Jiayi Sheng, Chen Yang, Tianqi Wang, Martin C. Herbordt
High Performance Dynamic Communication on Reconfigurable Clusters. FCCM (2018)
Tong Geng, Erkan Diken, Tianqi Wang, Lech Józwiak, Martin C. Herbordt
An Access-Pattern-Aware On-Chip Vector Memory System with Automatic Loading for SIMD Architectures. HPEC (2018)
Ahmed Sanaullah, Rushi Patel, Martin C. Herbordt
An Empirically Guided Optimization Framework for FPGA OpenCL. FPT (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing. FPL (2018)
Qingqing Xiong, Emre Ates, Martin C. Herbordt, Ayse K. Coskun
Tangram: Colocating HPC Applications with Oversubscription. HPEC (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks. BMC Bioinform. (18) (2018)
Peter Jamieson, Ahmed Sanaullah, Martin C. Herbordt
Benchmarking Heterogeneous HPC Systems Including Reconfigurable Fabrics: Community Aspirations for Ideal Comparisons. HPEC (2018)
Ahmed Sanaullah, Martin C. Herbordt
FPGA HPC using OpenCL: Case Study in 3D FFT. HEART (2018)
Zikun Xiang, Tianqi Wang, Tong Geng, Tian Xiang, Xi Jin, Martin C. Herbordt
Soft-Core. Multiple-Lane, FPGA-based ADCs for a Liquid Helium Environment. HPEC (2018)
Ahmed Sanaullah, Martin C. Herbordt
Unlocking Performance-Programmability by Penetrating the Intel FPGA OpenCL Toolflow. HPEC (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters. FCCM (2018)
Qingqing Xiong, Anthony Skjellum, Martin C. Herbordt
Accelerating MPI Message Matching through FPGA Offload. FPL (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures. HPEC (2018)
Jiayi Sheng, Chen Yang, Martin C. Herbordt
High Performance Communication on Reconfigurable Clusters. FPL (2018)
Jiayi Sheng, Chen Yang, Ahmed Sanaullah, Michael Papamichael, Adrian M. Caulfield, Martin C. Herbordt
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics. FPL (2017)
Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah, Vipin Sachdeva, Martin C. Herbordt
OpenCL for HPC with FPGAs: Case study in molecular electrostatics. HPEC (2017)
Qingqing Xiong, Martin C. Herbordt
Bonded Force Computations on FPGAs. FCCM (2017)
Chen Yang, Jiayi Sheng, Aravind Sridhar, Martin C. Herbordt, Catherine Nicoloff, James B. R. Battat
An FPGA-based data acquisition system for directional dark matter detection. HPEC (2017)
Ahmed Sanaullah, Saiful A. Mojumder, Kathleen M. Lewis, Martin C. Herbordt
GPU-accelerated charge mapping. HPEC (2016)
Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt
Collective Communication on FPGA Clusters with Static Scheduling. SIGARCH Comput. Archit. News 44 (4) (2016)
Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt
Application-Aware Collective Communication (Extended Abstract). FCCM (2016)
Alan D. George, Martin C. Herbordt, Herman Lam, Abhijeet G. Lawande, Jiayi Sheng, Chen Yang
Novo-G#: Large-scale reconfigurable computing with direct and programmable interconnects. HPEC (2016)
Jie Meng, Eduard Llamosí, Fulya Kaplan, Chulian Zhang, Jiayi Sheng, Martin C. Herbordt, Gunar Schirner, Ayse K. Coskun
Communication and cooling aware job allocation in data centers for communication-intensive workloads. J. Parallel Distributed Comput. 96 (2016)
Yinan Liu, Jiayi Sheng, Martin C. Herbordt
A hardware design for in-brain neural spike sorting. HPEC (2016)
Ahmed Sanaullah, Arash Khoshparvar, Martin C. Herbordt
FPGA-Accelerated Particle-Grid Mapping. FCCM (2016)
Atabak Mahram, Martin C. Herbordt
NCBI BLASTP on High-Performance Reconfigurable Computing Systems. ACM Trans. Reconfigurable Technol. Syst. 7 (4) (2015)
Jiayi Sheng, Chen Yang, Martin C. Herbordt
Hardware-efficient compressed sensing encoder designs for WBSNs. HPEC (2015)
Raphael Landaverde, Martin C. Herbordt
GPU optimizations for a production molecular docking code. HPEC (2014)
Benjamin Humphries, Hansen Zhang, Jiayi Sheng, Raphael Landaverde, Martin C. Herbordt
3D FFTs on a Single FPGA. FCCM (2014)
Raphael Landaverde, Tiansheng Zhang, Ayse K. Coskun, Martin C. Herbordt
An investigation of Unified Memory Access performance in CUDA. HPEC (2014)
Jiayi Sheng, Ben Humphries, Hansen Zhang, Martin C. Herbordt
Design of 3D FFTs with FPGA clusters. HPEC (2014)
Martin C. Herbordt
Architecture/algorithm codesign of molecular dynamics processors. ACSSC (2013)
Ben Humphries, Martin C. Herbordt
3D FFT for FPGAs. HPEC (2013)
Atabak Mahram, Martin C. Herbordt
NCBI BLASTP on the convey HC1-EX. SIGARCH Comput. Archit. News 41 (5) (2013)
Atabak Mahram, Martin C. Herbordt
FMSA: FPGA-Accelerated ClustalW-Based Multiple Sequence Alignment through Pipelined Prefiltering. FCCM (2012)
Atabak Mahram, Martin C. Herbordt
CAAD BLASTP 2.0: NCBI BLASTP accelerated with pipelined filters. FPL (2012)
Md. Ashfaquzzaman Khan, Can Hankendi, Ayse Kivilcim Coskun, Martin C. Herbordt
Software optimization for performance, energy, and thermal distribution: Initial case studies. IGCC (2011)
Matt Chiu, Md. Ashfaquzzaman Khan, Martin C. Herbordt
Efficient Calculation of Pairwise Nonbonded Forces. FCCM (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin C. Herbordt