Inferencing

  • The Importance of AIDC Switch ASICs: Trident 5-Based QFX5140 and AI Inference

    When building AI Data Center (AIDC) infrastructure, a key factor that must be considered just as carefully as GPU specifications is the Application-Specific Integrated Circuit (ASIC) chipset integrated into the network switches. In a merchant silicon-based switch environment, a significant portion of processing bandwidth, buffer structure, packet control methods, and latency is determined by which ASIC is adopted. 1… .

  • AI Grid Architecture and Token Economics from an HPE Networking Perspective

    At the recent HPE Discover keynote, Chairman Antonio Neri defined the paradigm of the infrastructure market in a single sentence: “The true beginning and end of AI innovation is ultimately the network.” While the market’s attention seems entirely focused on which GPU is faster or which Large Language Model (LLM) is smarter, no matter how outstanding the computing chips one possesses, the ability to organically connect them…