With the rapid development of the global artificial intelligence market, Graphics Processing Units (GPUs) are essential as a core driving force for applications driven by large language models. In the coming years, GPU price volatility is expected to increase significantly, affecting companies' cost management. Traditionally, energy-intensive industries such as mining and logistics have been accustomed to cost fluctuations, while sectors like finance and pharmaceuticals need to adapt quickly. Nvidia, as a key supplier, has seen a surge in GPU demand and soaring valuations. The popularity of GPUs stems from their ability to handle vast amounts of computations in parallel, making them suitable for training and deploying large.