As AI and HPC systems scale to thousands of CPUs, GPUs, and accelerators, interconnect performance increasingly determines end-to-end efficiency. Training and inference pipelines rely on low-latency coordination, high-bandwidth memory transfers, and rapid communication across heterogeneous devices. With model sizes… Read More
When it comes to predicting SoC performance in the early stages of development, most designers rely on simulation. For network-on-chip (NoC) design, two important factors suggest that simulation by itself may no longer be sufficient in delivering an optimized design.
The first factor is use cases. I think I’ve told the story … Read More
There is an intriguingly amorphous term in FPGA design circles lately: Quality of Results, or QoR. Fitting a design in an FPGA is just the start – is a design optimal in real estate, throughput, power consumption, and IP reuse? Paradoxically, as FPGAs get bigger and take on bigger signal processing problems, QoR has become a larger… Read More
A basic building block of any communication system today is the fast Fourier transform, or FFT. A big advantage of FPGA implementations of FFTs is they can be scaled and tuned for the task at hand, optimizing data flow, resource use, and power consumption. Scaled, that is, up to the clock speed of the FPGA – or so it would seem.
Today’s… Read More
