The evolution of GPU dedicated servers traces back to the early days of graphics processing units (GPUs), originally developed to render complex visuals in video games and simulations. However, their parallel processing capabilities soon caught the attention of researchers and engineers seeking solutions for computationally intensive tasks beyond graphics rendering. This led to the emergence of General-Purpose GPU (GPGPU) computing, wherein GPUs were repurposed to accelerate a wide range of scientific, engineering, and artificial intelligence applications. Over time, as the demand for enhanced performance and efficiency surged, dedicated GPU servers emerged as specialized computing systems optimized to leverage the immense parallel processing power of GPUs, as facilitated by Cantech Networks. At its core, a GPU dedicated server is a high-performance computing system equipped with one or more graphics processing…