Vaughn Betz

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 84

Top Venues

FPL

ACM Trans. Reconfigurable Technol. Syst.

FPT

FPGA

Publications

Kate Thurmer, Vaughn Betz
VIPER: A VTR Interface for Placement with Error Resilience. HEART (2024)
Anupreetham Anupreetham, Mohamed Ibrahim, Mathew Hall, Andrew Boutros, Ajay Kuzhively, Abinash Mohanty, Eriko Nurvitadhi, Vaughn Betz, Yu Cao, Jae-Sun Seo
High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design. ACM Trans. Reconfigurable Technol. Syst. 17 (1) (2024)
Andrew Boutros, Aman Arora, Vaughn Betz
Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions. CoRR (2024)
Mohamed A. Elgammal, Vaughn Betz
Breaking Boundaries: Optimizing FPGA CAD with Flexible and Multi-threaded Re-Clustering. HEART (2023)
Mohamed Ibrahim, Zhipeng Zhao, Mathew Hall, Vaughn Betz
Extending Data Flow Architectures for Convolutional Neural Networks to Multiple FPGAs. ICFPT (2023)
Sameh Attia, Vaughn Betz
Toward Software-like Debugging for FPGAs via Checkpointing and Transaction-based Co-Simulation. ACM Trans. Reconfigurable Technol. Syst. 16 (2) (2023)
Aman Arora, Andrew Boutros, Seyed Alireza Damghani, Karan Mathur, Vedant Mohanty, Tanmay Anand, Mohamed A. Elgammal, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Srivatsan Srinivasan, Andrew Boutros, Fatemehsadat Mahmoudi, Vaughn Betz
Placement Optimization for NoC-Enhanced FPGAs. FCCM (2023)
Kimia Talaei Khoozani, Arash Ahmadian Dehkordi, Vaughn Betz
Titan 2.0: Enabling Open-Source CAD Evaluation with a Modern Architecture Capture. FPL (2023)
Mohamed A. Elgammal, Omar Mohamed Awad, Isak Edo Vivancos, Andreas Moshovos, Vaughn Betz
cuSCNN : an Efficient CUDA Implementation of Sparse CNNs. HEART (2023)
Andrew Boutros, Eriko Nurvitadhi, Vaughn Betz
RAD-Sim: Rapid Architecture Exploration for Novel Reconfigurable Acceleration Devices. CoRR (2023)
Fatemehsadat Mahmoudi, Mohamed A. Elgammal, Soheil Gholami Shahrouz, Kevin E. Murray, Vaughn Betz
Respect the Difference: Reinforcement Learning for Heterogeneous FPGA Placement. ICFPT (2023)
Andrew Boutros, Stephen More, Vaughn Betz
A Whole New World: How to Architect Beyond-FPGA Reconfigurable Acceleration Devices? FPL (2023)
Amin Mohaghegh, Vaughn Betz
Tear Down The Wall: Unified and Efficient Intra-and Inter-Cluster Routing for FPGAs. FPL (2023)
Dana How, Tim Ansell, Vaughn Betz, Chris Lavin, Ted Speers, Pierre-Emmanuel Gaillardon
Open-source and FPGAs: Hardware, Software, Both or None? FPGA (2023)
Ruichen Chen, Shengyao Lu, Mohamed A. Elgammal, Peter Chun, Vaughn Betz, Di Niu
VPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization. FPL (2023)
Andrew Boutros, Fatemehsadat Mahmoudi, Amin Mohaghegh, Stephen More, Vaughn Betz
Into the Third Dimension: Architecture Exploration Tools for 3D Reconfigurable Acceleration Devices. ICFPT (2023)
Andrew Boutros, Eriko Nurvitadhi, Vaughn Betz
Architecture and Application Co-Design for Beyond-FPGA Reconfigurable Acceleration Devices. IEEE Access 10 (2022)
Marius Stan, Mathew Hall, Mohamed Ibrahim, Vaughn Betz
HPIPE NX: Boosting CNN Inference Acceleration Performance with AI-Optimized FPGAs. FPT (2022)
Andrew Boutros, Eriko Nurvitadhi, Vaughn Betz
RAD-Sim: Rapid Architecture Exploration for Novel Reconfigurable Acceleration Devices. FPL (2022)
Aman Arora, Moinak Ghosh, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices: FPGA Building Blocks For The Deep Learning Era. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Sameh Attia, Vaughn Betz
Stop and Look: A Novel Checkpointing and Debugging Flow for FPGAs. IEEE Trans. Computers 71 (10) (2022)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
RLPlace: Using Reinforcement Learning and Smart Perturbations to Optimize FPGA Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Mohamed A. Elgammal, Vaughn Betz
Quality & Generality: A Flexible FPGA Re-Clustering Technique to Improve Packing and Placement. FPT (2022)
Abdul-Amir Yassine, Lothar Lilge, Vaughn Betz
Optimizing Interstitial Photodynamic Therapy Planning With Reinforcement Learning-Based Diffuser Placement. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Aman Arora, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices to the Rescue: Supercharging ML Acceleration on FPGAs. FPGA (2021)
Anupreetham Anupreetham, Mohamed Ibrahim, Mathew Hall, Andrew Boutros, Ajay Kuzhively, Abinash Mohanty, Eriko Nurvitadhi, Vaughn Betz, Yu Cao, Jae-sun Seo
End-to-End FPGA-based Object Detection Using Pipelined CNN and Non-Maximum Suppression. FPL (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. FPL (2021)
Sameh Attia, Vaughn Betz
StateLink: FPGA System Debugging via Flexible Simulation/Hardware Integration. FPT (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. CoRR (2021)
Andrew Boutros, Eriko Nurvitadhi, Vaughn Betz
Specializing for Efficiency: Customizing AI Inference Processors on FPGAs. ICM (2021)
Sameh Attia, Vaughn Betz
Feel Free to Interrupt: Safe Task Stopping to Enable FPGA Checkpointing and Context Switching. ACM Trans. Reconfigurable Technol. Syst. 13 (1) (2020)
Kevin E. Murray, Oleg Petelin, Sheng Zhong, Jia Min Wang, Mohamed Eldafrawy, Jean-Philippe Legault, Eugene Sha, Aaron Graham, Jean Wu, Matthew J. P. Walker, Hanqing Zeng, Panagiotis Patros, Jason Luu, Kenneth B. Kent, Vaughn Betz
VTR 8: High-performance CAD and Customizable FPGA Architecture Modelling. ACM Trans. Reconfigurable Technol. Syst. 13 (2) (2020)
Kevin E. Murray, Jason Luu, Matthew J. P. Walker, Conor McCullough, Sen Wang, Safeen Huda, Bo Yan, Charles Chiasson, Kenneth B. Kent, Jason Helge Anderson, Jonathan Rose, Vaughn Betz
Optimizing FPGA Logic Block Architectures for Arithmetic. IEEE Trans. Very Large Scale Integr. Syst. 28 (6) (2020)
Andrew Boutros, Mathew Hall, Nicolas Papernot, Vaughn Betz
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs. FPT (2020)
Sameh Attia, Vaughn Betz
StateReveal: Enabling Checkpointing of FPGA Designs with Buried State. FPT (2020)
Mathew Hall, Vaughn Betz
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs. CoRR (2020)
Kevin E. Murray, Sheng Zhong, Vaughn Betz
AIR: A Fast but Lazy Timing-Driven FPGA Router. ASP-DAC (2020)
Ibrahim Ahmed, Linda L. Shen, Vaughn Betz
Optimizing FPGA Logic Circuitry for Variable Voltage Supplies. IEEE Trans. Very Large Scale Integr. Syst. 28 (4) (2020)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
Learn to Place: FPGA Placement Using Reinforcement Learning and Directed Moves. FPT (2020)
Kevin E. Murray, Mohamed A. Elgammal, Vaughn Betz, Tim Ansell, Keith Rothman, Alessandro Comodi
SymbiFlow and VPR: An Open-Source Design Flow for Commercial and Novel FPGAs. IEEE Micro 40 (4) (2020)
Andrew Boutros, Mathew Hall, Nicolas Papernot, Vaughn Betz
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs. CoRR (2020)
Mohamed Eldafrawy, Andrew Boutros, Sadegh Yazdanshenas, Vaughn Betz
FPGA Logic Block Architectures for Efficient Deep Learning Inference. ACM Trans. Reconfigurable Technol. Syst. 13 (3) (2020)
Sameh Attia, Vaughn Betz
StateMover: Combining Simulation and Hardware Execution for Efficient FPGA Debugging. FPGA (2020)
Andrew Boutros, Eriko Nurvitadhi, Rui Ma, Sergey Gribok, Zhipeng Zhao, James C. Hoe, Vaughn Betz, Martin Langhammer
Beyond Peak Performance: Comparing the Real Performance of AI-Optimized FPGAs and GPUs. FPT (2020)
Tanner Young-Schultz, Lothar Lilge, Stephen Brown, Vaughn Betz
Using OpenCL to Enable Software-like Development of an FPGA-Accelerated Biophotonic Cancer Treatment Simulator. FPGA (2020)
Mathew Hall, Vaughn Betz
From TensorFlow Graphs to LUTs and Wires: Automated Sparse and Physically Aware CNN Hardware Generation. FPT (2020)
Mathew Hall, Vaughn Betz
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs. FPGA (2020)
Ibrahim Ahmed, Linda L. Shen, Vaughn Betz
Becoming More Tolerant: Designing FPGAs for Variable Supply Voltage. FPL (2019)
Andrew Boutros, Mohamed Eldafrawy, Sadegh Yazdanshenas, Vaughn Betz
Math Doesn't Have to be Hard: Logic Block Architectures to Enhance Low-Precision Multiply-Accumulate on FPGAs. FPGA (2019)
Ibrahim Ahmed, Shuze Zhao, James Meijers, Olivier Trescases, Vaughn Betz
FRoC 2.0: Automatic BRAM and Logic Testing to Enable Dynamic Voltage Scaling for FPGA Applications. ACM Trans. Reconfigurable Technol. Syst. 12 (4) (2019)
Sadegh Yazdanshenas, Vaughn Betz
COFFE 2: Automatic Modelling and Optimization of Complex and Heterogeneous FPGA Architectures. ACM Trans. Reconfigurable Technol. Syst. 12 (1) (2019)
Sadegh Yazdanshenas, Vaughn Betz
The Costs of Confidentiality in Virtualized FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 27 (10) (2019)
Linda L. Shen, Ibrahim Ahmed, Vaughn Betz
Fast Voltage Transients on FPGAs: Impact and Mitigation Strategies. FCCM (2019)
Sameh Attia, Vaughn Betz
Safe Task Interruption for FPGAs. FCCM (2019)
Kevin E. Murray, Andrea Suardi, Vaughn Betz, George A. Constantinides
Calculated Risks: Quantifying Timing Error Probability With Extended Static Timing Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (4) (2019)
Shuze Zhao, Ibrahim Ahmed, Vaughn Betz, Ashraf Lotfi, Olivier Trescases
Frequency-Domain Power Delivery Network Self-Characterization in FPGAs for Improved System Reliability. IEEE Trans. Ind. Electron. 65 (11) (2018)
Mustafa Abbas, Vaughn Betz
Latency Insensitive Design Styles for FPGAs. FPL (2018)
Ibrahim Ahmed, Shuze Zhao, Olivier Trescases, Vaughn Betz
Automatic Application-Specific Calibration to Enable Dynamic Voltage Scaling in FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (12) (2018)
Kosuke Tatsumura, Sadegh Yazdanshenas, Vaughn Betz
Enhancing FPGAs with Magnetic Tunnel Junction-Based Block RAMs. ACM Trans. Reconfigurable Technol. Syst. 11 (1) (2018)
Abdul-Amir Yassine, Yasmin Afsharnejad, Omar Ragheb, Vaughn Betz, Paul Chow
A High-Level Synthesis Case Study on Light Propagation Simulation in Turbid Media. FCCM (2018)
Henry Wong, Vaughn Betz, Jonathan Rose
High-Performance Instruction Scheduling Circuits for Superscalar Out-of-Order Soft Processors. ACM Trans. Reconfigurable Technol. Syst. 11 (1) (2018)
Yasmin Afsharnejad, Abdul-Amir Yassine, Omar Ragheb, Paul Chow, Vaughn Betz
HLS-based FPGA Acceleration of Light Propagation Simulation in Turbid Media. HEART (2018)
Sadegh Yazdanshenas, Vaughn Betz
Improving Confidentiality in Virtualized FPGAs. FPT (2018)
Oleg Petelin, Vaughn Betz
Wotan: Evaluating FPGA Architecture Routability without Benchmarks. ACM Trans. Reconfigurable Technol. Syst. 11 (2) (2018)
Andrew Boutros, Sadegh Yazdanshenas, Vaughn Betz
Embracing Diversity: Enhanced DSP Blocks for Low-Precision Deep Learning on FPGAs. FPL (2018)
Kevin E. Murray, Vaughn Betz
Tatum: Parallel Timing Analysis for Faster Design Cycles and Improved Optimization. FPT (2018)
Andrew Boutros, Sadegh Yazdanshenas, Vaughn Betz
You Cannot Improve What You Do not Measure: FPGA vs. ASIC Efficiency Gaps for Convolutional Neural Network Inference. ACM Trans. Reconfigurable Technol. Syst. 11 (3) (2018)
Ibrahim Ahmed, Shuze Zhao, James Meijers, Olivier Trescases, Vaughn Betz
Automatic BRAM Testing for Robust Dynamic Voltage Scaling for FPGAs. FPL (2018)
Sadegh Yazdanshenas, Vaughn Betz
Interconnect Solutions for Virtualized Field-Programmable Gate Arrays. IEEE Access 6 (2018)
Mohamed S. Abdelfattah, Andrew Bitar, Vaughn Betz
Design and Applications for Embedded Networks-on-Chip on FPGAs. IEEE Trans. Computers 66 (6) (2017)
Sadegh Yazdanshenas, Vaughn Betz
Automatic circuit design and modelling for heterogeneous FPGAs. FPT (2017)
Sadegh Yazdanshenas, Vaughn Betz
Quantifying and mitigating the costs of FPGA virtualization. FPL (2017)
Ibrahim Ahmed, Shuze Zhao, Olivier Trescases, Vaughn Betz
Find the real speed limit: FPGA CAD for chip-specific application delay measurement. FPL (2017)
Sadegh Yazdanshenas, Kosuke Tatsumura, Vaughn Betz
Don't Forget the Memory: Automatic Block RAM Modelling, Optimization, and Architecture Exploration. FPGA (2017)
Kevin E. Murray, Andrea Suardi, Vaughn Betz, George A. Constantinides
Quantifying error: Extending static timing analysis with probabilistic transitions. DATE (2017)
Henry Wong, Vaughn Betz, Jonathan Rose
High Performance Instruction Scheduling Circuits for Out-of-Order Soft Processors. FCCM (2016)
Ibrahim Ahmed, Shuze Zhao, Olivier Trescases, Vaughn Betz
Measure twice and cut once: Robust dynamic voltage scaling for FPGAs. FPL (2016)
Mohamed S. Abdelfattah, Vaughn Betz
LYNX: CAD for FPGA-based networks-on-chip. FPL (2016)
Ehsan Nasiri, Javeed Shaikh, André Hahn Pereira, Vaughn Betz
Multiple Dice Working as One: CAD Flows and Routing Architectures for Silicon Interposer FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 24 (5) (2016)
Henry Wong, Vaughn Betz, Jonathan Rose
Microarchitecture and Circuits for a 200 MHz Out-of-Order Soft Processor Memory System. ACM Trans. Reconfigurable Technol. Syst. 10 (1) (2016)
Mohamed S. Abdelfattah, Vaughn Betz
Power Analysis of Embedded NoCs on FPGAs and Comparison With Custom Buses. IEEE Trans. Very Large Scale Integr. Syst. 24 (1) (2016)
Oleg Petelin, Vaughn Betz
The speed of diversity: Exploring complex FPGA routing topologies for the global metal layer. FPL (2016)
Kosuke Tatsumura, Sadegh Yazdanshenas, Vaughn Betz
High density, low energy, magnetic tunnel junction based block RAMs for memory-rich FPGAs. FPT (2016)
Michael Wainberg, Vaughn Betz
Robust Optimization of Multiple Timing Constraints. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (12) (2015)
Andrew Bitar, Mohamed S. Abdelfattah, Vaughn Betz
Bringing programmability to the data plane: Packet processing with a NoC-enhanced FPGA. FPT (2015)
Mohamed S. Abdelfattah, Andrew Bitar, Ange Yaghi, Vaughn Betz
Design and simulation tools for Embedded NOCs on FPGAs. FPL (2015)
Kevin E. Murray, Vaughn Betz
HETRIS: Adaptive floorplanning for heterogeneous FPGAs. FPT (2015)
Kevin E. Murray, Scott Whitty, Suya Liu, Jason Luu, Vaughn Betz
Timing-Driven Titan: Enabling Large Benchmarks and Exploring the Gap between Academic and Commercial CAD. ACM Trans. Reconfigurable Technol. Syst. 8 (2) (2015)
Oleg Petelin, Vaughn Betz
Wotan: A tool for rapid evaluation of FPGA architecture routability without benchmarks. FPL (2015)
Mohamed S. Abdelfattah, Andrew Bitar, Vaughn Betz
Take the Highway: Design for Embedded NoCs on FPGAs. FPGA (2015)
Henry Wong, Vaughn Betz, Jonathan Rose
Quantifying the Gap Between FPGA and Custom CMOS to Aid Microarchitectural Design. IEEE Trans. Very Large Scale Integr. Syst. 22 (10) (2014)
Mohamed S. Abdelfattah, Vaughn Betz
Networks-on-Chip for FPGAs: Hard, Soft or Mixed? ACM Trans. Reconfigurable Technol. Syst. 7 (3) (2014)
André Hahn Pereira, Vaughn Betz
Cad and routing architecture for interposer-based multi-FPGA systems. FPGA (2014)
Mohamed S. Abdelfattah, Vaughn Betz
The Case for Embedded Networks on Chip on Field-Programmable Gate Arrays. IEEE Micro 34 (1) (2014)
Jason Luu, Conor McCullough, Sen Wang, Safeen Huda, Bo Yan, Charles Chiasson, Kenneth B. Kent, Jason Helge Anderson, Jonathan Rose, Vaughn Betz
On Hard Adders and Carry Chains in FPGAs. FCCM (2014)
Andrew Bitar, Jeffrey Cassidy, Natalie D. Enright Jerger, Vaughn Betz
Efficient and programmable ethernet switching with a NoC-enhanced FPGA. ANCS (2014)
Matthew An, J. Gregory Steffan, Vaughn Betz
Speeding Up FPGA Placement: Parallel Algorithms and Methods. FCCM (2014)
Rafat Rashid, J. Gregory Steffan, Vaughn Betz
Comparing performance, productivity and scalability of the TILT overlay processor to OpenCL HLS. FPT (2014)
Jeffrey Cassidy, Lothar Lilge, Vaughn Betz
Fast, Power-Efficient Biophotonic Simulations for Cancer Treatment Using FPGAs. FCCM (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vaughn Betz