rule4ml: An open-source tool for resource utilization and latency estimation for ML models on FPGA

MM Rahimifar, H Ezzaoui Rahali… - Machine Learning …, 2025 - iopscience.iop.org
Abstract Implementing Machine Learning (ML) models on Field-Programmable Gate Arrays
(FPGAs) is becoming increasingly popular across various domains as a low-latency and low …

Accelerating data acquisition with FPGA-based edge machine learning: a case study with LCLS-II

MM Rahimifar, Q Wingering… - Machine Learning …, 2024 - iopscience.iop.org
New scientific experiments and instruments generate vast amounts of data that need to be
transferred for storage or further processing, often overwhelming traditional systems. Edge …

Research on Financial Fraud Identification Model Based on Privacy-Preserving Machine Learning

L Jiao, H Li - Proceedings of the 2023 4th International Conference …, 2023 - dl.acm.org
Financial fraud will not only mislead investors and reduce investor confidence, but also
disrupt market order and hinder the orderly development of the capital market. In order to …