24 Jul, 2025
    AI’s dirty secret: It’s becoming unaffordable for most organizations

    While everyone’s hyping the AI revolution, here’s the uncomfortable reality—training a standard 70B parameter model requires 1.4TB of GPU memory. That means buying 30+ high-end GPUs just to pool enough memory together, costing $500K+ before you even factor in power,

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    23 Jul, 2025
    Is Your AI infrastructure investment hemorrhaging money right now?

    While everyone debates GPU shortages and model costs, there’s a silent killer destroying ROI that no one talks about: network provisioning bottlenecks. Organizations spend millions on bleeding-edge AI hardware, then watch it sit idle for weeks while network engineers manually

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    12 May, 2025
    Bringing Intent-Based Management to Open Networking for the AI Era

    Managing AI infrastructure at scale is no small feat. With networks spanning thousands of devices across multiple distinct fabrics, manual configuration simply isn’t sustainable. In my latest article, I explore how intent-based management is transforming open networking for AI deployments.

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    7 May, 2025
    The AI Data Center Evolution: Juniper Apstra’s Lifecycle Solution for Performance at Scale

    Excited to share my latest article on how Juniper Networks’ Apstra is revolutionizing AI data center management! As AI workloads push traditional infrastructure to its limits, organizations need a comprehensive approach to handle the unprecedented scale, performance demands, and operational

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