Edge Trend

  • Claude Mythos's covert infiltration, 'Networks as Sensors' are already being seen

    Prologue: Invisible Intrusion, But Packets Don't Lie In the previous post, we discussed how to preemptively block attacks at the network perimeter against the zero-day threat triggered by Anthropic's Claude Mythos. The SRX AI-PTP (AI-Predictive Threat Prevention) examined at the time predicts unknown threats in real-time using only the first few kilobytes (KB) of the payload in an inline proxyless environment…

  • 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… .

  • The Three Puzzles of AI Data Center Fabric (Scale-Up, Out, Across)

    In our last post, we discussed the story of the birth of Ultra Ethernet Transport (UTE), which emerged as an alternative to the sluggish TCP and cumbersome RoCEv2 to handle the explosive traffic of the AI era. However, many of you often ask, “The concept is great, but is this really a feasible technology? When will it be implemented in our data centers?” Global consulting group McKinsey &…

  • HPE Full Stack PQC Roadmap for Neutralizing Quantum Threats

    With the dawn of the era of Artificial Intelligence (AI) and the Agentic Enterprise, global infrastructure is undergoing an unprecedented transformation. However, behind this dazzling technology, where countless AI agents and data are connected in real-time, lies a massive shadow that threatens the survival of businesses. It is the advent of Quantum Computing, which could fundamentally shake the encryption systems we currently use….

  • 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…

  • Claude Mythos's Raid, Precision Aiming with SRX AI-PTP

    The recent news that Anthropic abruptly suspended the release of its next-generation AI model, 'Claude Mythos,' has sounded a major alarm in the security industry. This is because AI has now moved beyond simply finding vulnerabilities and entered the stage of 'Autonomous Exploitation,' where it independently constructs attack code and executes penetration scenarios. In fact, this model [describes] a system that experts had failed to discover for 27 years…

  • A New Definition of SDN: Self-Driving Network

    The biggest topic that has recently shaken the automotive industry is undoubtedly Tesla's FSD (Full Self-Driving). This technology, which minimizes driver intervention and allows the system to make decisions independently to safely reach a destination, has imprinted upon us the convenience and efficiency that 'autonomous driving' brings. However, this wave of change is now spreading to networks, the foundation of our IT infrastructure. Until now, what we have known...

  • The Birth of Ultra Ethernet (UET) and Next-Generation AI Fabric

    When training AI models, networks are no longer mere pipes. In a collective communication environment where tens of thousands of GPUs exchange data, a single packet loss becomes a critical bottleneck that delays the entire Joint Training Completion (JCT). At last year’s HPE Discover Barcelona, HPE and VIAVI Solutions presented a remarkable demonstration signaling a fundamental transformation of Ethernet…

  • When a Perfect Security Audit Betrays You

    As a security manager, when is the most disheartening moment? It is the moment you hear news of a breach before the seals on all your policy documents have even dried, after passing an ISMS-P certification or external audit with an "unqualified" opinion that you spent months preparing for. There is a common joke in the security industry: "The safest network in the world is a network with the power plug unplugged." However, business in reality cannot be stopped...

  • [MWC 2026] The Huge Wave of 6G: HPE's "Intelligent Integrated Infrastructure" Solution

    It would be no exaggeration to say that MWC 2026, held in Barcelona last week, was truly a showcase for 'communication networks perfected by AI.' Leaving behind the excitement of the initial 5G launch and the painful lessons learned from the 28GHz band, the industry is now embarking on a full-scale journey toward a smarter and more efficient 6G. 1. Beyond the Lessons of 5G to 6G: What Is Changing? In the 5G era, we faced physical limitations (radio waves…