Why Derive AI Servers
In the application of AI, 5G, Big Data, Internet of Things, Edge Computing, etc., the internet data has been increasing by a multiple of times, which is a serious test for general servers, which use CPUs as the main source of computational power. Currently, the number of cores of a single CPU is close to the limit for the CPU, but the data amount is still increasing, so it is necessary to increase the server's data processing power, and thus the emergence of AI servers.
Impact of AI servers?
Generative AI has ignited competition and business opportunities for technology giants. Taiwan holds nearly 60% of the world's advanced manufacturing capacity and nearly 80% of server shipments, and the main power module manufacturers supplying AI servers are all based in Taiwan. Generative Artificial Intelligence (AI) requires a huge amount of computing power, which has led to an increase in the power consumption of server chips. From all aspects, AI has led to the regeneration of the computer industry, and has also brought golden opportunities to Taiwanese enterprises, which is a new challenge and opportunity for power supply manufacturers.
What is an AI Server?
AI servers are advanced computing systems designed to handle complex AI training and inference, combining powerful hardware resources and specialized software tools to support a wide range of AI tasks that require efficient processing of large amounts of data and complex computations. They may employ multi-core processors, graphics processing units (GPUs), or specific AI gas pedals such as TPUs to speed up training and inference operations.
These hardware components are capable of processing large amounts of data and performing parallel operations, providing faster and more efficient AI processing.