Navigating the Future of AI Data Centers: Aniket Khosla on Evolving Hardware, Networking, and Spirent's Pioneering A1 Product
05/24/24 • 20 min
Interested in being a guest? Email us at [email protected]
Prepare to explore the intricate dance of hardware and networking within AI data centers, as we sit down with Spirent's VP of Product Management, Aniket Khosla. Unearthing the challenges that loom large in the realm of AI workloads, Aniket brings his seasoned perspective to the table, examining the complexities of managing vast datasets and the dire consequences of packet loss or latency in these highly specialized environments. With AI reshaping the data center landscape, we ponder the role of Ethernet's evolution and the strategies employed by hyperscalers to overcome the hurdles of integrating more GPUs—a journey that promises to be as transformative as the iPhone's impact on technology.
Venture further with us into the realm of AI data center networking, where we scrutinize a major carrier's battle with latency, bandwidth, and the imperative decisions surrounding lossless fabric vendors. Aniket's insights underline the pivotal role of benchmarking network switches, the GPU shortage, and the skills gap facing effective testing. We tease apart how our collaboration provided simulation of large-scale GPU environments, guiding critical vendor choices. Anticipating the launch of Spirent's innovative A1 product, we preview how it's set to revolutionize AI data center fabric testing, signaling an evolution as significant as any we've witnessed in the tech sphere.
More at https://linktr.ee/EvanKirstel
Interested in being a guest? Email us at [email protected]
Prepare to explore the intricate dance of hardware and networking within AI data centers, as we sit down with Spirent's VP of Product Management, Aniket Khosla. Unearthing the challenges that loom large in the realm of AI workloads, Aniket brings his seasoned perspective to the table, examining the complexities of managing vast datasets and the dire consequences of packet loss or latency in these highly specialized environments. With AI reshaping the data center landscape, we ponder the role of Ethernet's evolution and the strategies employed by hyperscalers to overcome the hurdles of integrating more GPUs—a journey that promises to be as transformative as the iPhone's impact on technology.
Venture further with us into the realm of AI data center networking, where we scrutinize a major carrier's battle with latency, bandwidth, and the imperative decisions surrounding lossless fabric vendors. Aniket's insights underline the pivotal role of benchmarking network switches, the GPU shortage, and the skills gap facing effective testing. We tease apart how our collaboration provided simulation of large-scale GPU environments, guiding critical vendor choices. Anticipating the launch of Spirent's innovative A1 product, we preview how it's set to revolutionize AI data center fabric testing, signaling an evolution as significant as any we've witnessed in the tech sphere.
More at https://linktr.ee/EvanKirstel
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What's Up with Tech? - Navigating the Future of AI Data Centers: Aniket Khosla on Evolving Hardware, Networking, and Spirent's Pioneering A1 Product
Transcript
Hey everyone , intriguing chat today around AI , meeting the data center
Speaker 1with a true industry insider and expert from Spirant . As we all know , ai models are putting tremendous pressure on the data center as bandwidth demand grows and we're rapidly trying to increase data center speeds , moving from 400 gig to 800 gig to 1.6 terabyte ju
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