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tkg

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Alias Born 07/17/2013

tkg

Re: None

Monday, 12/04/2023 6:28:31 AM

Monday, December 04, 2023 6:28:31 AM

Post# of 196794
I hate bumping my own posts (from July) but this is even more relevant today to my thinking...

The era of electrical connectivity limiting data transmission is ending, as optical interconnectivity becomes the foundational building block for accelerated computing. Today’s advanced AI models require exponentially increasing memory capacity and bandwidth, as Large Language Models (LLM) including GPT-4 used for ChatGPT and Recommendation Engines are memory bound rather than compute bound. Cloud service providers (CSPs) and hyperscale data centers are unable to decouple memory scaling from compute, often referred to as the “memory-wall” challenge. Low bandwidth, high latency and high-power electrical interconnects are consequential barriers to growth of profitable AI business models and advancements in AI. As a result, Optical Compute Interconnect (OCI) is the only viable solution to enable disaggregation of scalable data center memory and accelerated computing. Additionally, optically interconnected pooled memory systems address the largest contributor to data center economic inefficiency – stranded memory.

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