As artificial intelligence (AI) continues to evolve, the demand for large scale AI systems is on the rise. These advanced systems, which facilitate complex computations and massive data processing, rely heavily on an intricate web of interconnected components. At the heart of this web lies interconnect network design, a critical aspect that shapes the performance, scalability, and efficiency of AI solutions. In this article, we will delve into what interconnect network design means for large scale AI systems, its historical context, current challenges, future predictions, and the pros and cons associated with effective interconnect strategies.
