Ultra Low Latency Machine Learning for Scientific Edge Applications
NR Miniskar, AR Young, F Liu, W Blokland, AM Cabrera, JS Vetter
FPL '22: IEEE International Conference on Field Programmable Logic and Applications
Publications
Challenges Designing for FPGAs Using High-Level Synthesis
CJ Faber, SD Harris, Z Xiao, RD Chamberlain, AM Cabrera
HPEC '22: IEEE High Performance Extreme Computing Conference
Design and Analysis of CXL Performance Models for Tightly-Coupled Heterogeneous Computing
AM Cabrera*, AR Young*, JS Vetter (* denotes equal contribution)
ExHET '22 (co-located with PPoPP '22): Workshop on Extreme Heterogeneity Solutions
Platform Agnostic Streaming Data Application Performance Models
CJ Faber, T Plano, S Kodali, Z Xiao, A Dwaraki, JD Buhler, RD Chamberlain, AM Cabrera
RSDHA '21 (co-located with SC '21): Redefining Scalability for Diversely Heterogeneous Architectures
HLS Portability from Intel to Xilinx: A Case Study
Zhili Xiao, RD Chamberlain, AM Cabrera
HPEC '21: IEEE High Performance Extreme Computing Conference
Toward Performance Portable Programming for Heterogeneous System-on-Chips: Case Study with Qualcomm Snapdragon SoC
AM Cabrera, S Hitefield, J Kim, S Lee, NR Miniskar, JS Vetter
HPEC '21: IEEE High Performance Extreme Computing Conference
Toward Evaluating High-Level Synthesis Portability and Performance between Intel and Xilinx FPGAs
AM Cabrera, AR Young, J Lambert, Z Xiao, A An, S Lee, Z Jin, J Kim, J Buhler, RD Chamberlain, JS Vetter
IWOCL '21: ACM International Workshop on OpenCL
Design and Performance Evaluation of Optimizations for OpenCL FPGA Kernels
AM Cabrera, RD Chamberlain
HPEC '20: IEEE High Performance Extreme Computing Conference
Designing Domain Specific Computing Systems
AM Cabrera, RD Chamberlain
FCCM '20: IEEE International Symposium on Field-Programmable Custom Computing Machines
Multi-spectral Reuse Distance: Divining Spatial Information from Temporal Data
AM Cabrera, RD Chamberlain, JC Beard
HPEC '19: IEEE High Performance Extreme Computing Conference
Data Integration Tasks on Heterogeneous Systems Using OpenCL
CJ Faber, AM Cabrera, O Booker, G Maayan, RD Chamberlain
IWOCL '19: ACM International Workshop on OpenCL
Exploring Portability and Performance of OpenCL FPGA Kernels on Intel HARPv2
AM Cabrera, RD Chamberlain
IWOCL '19: ACM International Workshop on OpenCL
Best Presentation Award
DIBS: A Data Integration Benchmark Suite
AM Cabrera, CJ Faber, K Cepeda, R Derber, C Epstein, J Zheng, RK Cytron, RD Chamberlain,
ICPE '18: Companion of the 2018 ACM/SPEC International Conference on Performance Engineering