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class="archive-description taxonomy-archive-description taxonomy-description"><h1 class="archive-title">PCB Limitations</h1></div><article class="post-8098 post type-post status-publish format-standard has-post-thumbnail category-ai-ml category-cable-assemblies category-faq category-featured category-markets category-pcb-connector category-products tag-ai-ml-data-centers tag-faq tag-high-speed-interconnects tag-hyperscale-computing tag-pcb-limitations tag-twinax-cables entry" aria-label="How twin axial cable assemblies support high-performance computing for AI/ML systems"><header class="entry-header"><h2 class="entry-title"><a class="entry-title-link" rel="bookmark" href="https://www.connectortips.com/how-twin-axial-cable-assemblies-support-high-performance-computing-for-ai-ml-systems/">How twin axial cable assemblies support high-performance computing for AI/ML systems</a></h2> <p class="entry-meta"><time class="entry-time">July 10, 2024</time> By <span class="entry-author"><a href="https://www.connectortips.com/author/jeff-shepard/" class="entry-author-link" rel="author"><span class="entry-author-name">Jeff Shepard</span></a></span> <span class="entry-comments-link"><a href="https://www.connectortips.com/how-twin-axial-cable-assemblies-support-high-performance-computing-for-ai-ml-systems/#respond">Leave a Comment</a></span> </p></header><div class="entry-content"><a class="entry-image-link" href="https://www.connectortips.com/how-twin-axial-cable-assemblies-support-high-performance-computing-for-ai-ml-systems/" aria-hidden="true" tabindex="-1"><img width="150" height="150" src="https://www.connectortips.com/wp-content/uploads/2024/07/Featured-1-150x150.jpeg" class="alignleft post-image entry-image" alt="" decoding="async" /></a><p>The high-performance computing platforms used for artificial intelligence (AI) and machine learning (ML) in hyperscale data centers need high-speed interconnects like 112 Gbps PAM 4 and faster inside the servers. High-speed interconnects are also required between the servers and storage devices. Twin axial (Twinax) cable assemblies are one way to address those needs. 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