This paper proposes a 128-way parallel FPGA platform to accelerate the kernel least mean square (KLMS) algorithm. With the adoption of a quantized method and pipeline technology, this platform which ...

The integration of Fast Machine Learning (FastML) algorithms with edge devices for real-time building management system (BMS) poses challenges due to resource constraints and latency requirements.