AI Networks: Optimizing Performance And Dependability

Its developed a thorough process for building AI networks based on specific use cases using Dell Design Services for AI Networking

[{"selector":"#anim-c4534ed4-d975-4439-857b-85f618b47129","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-45a1981b-98a5-462a-b4e0-c2150f02a937","keyframes":{"transform":["scale(0.3333333333333333)","scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}]

With this addition to Dell AI Factory services, you can build your AI networking to ensure maximum network performance

[{"selector":"#anim-bc0b86d5-02ca-4ccc-837d-b248718a7e32 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(12.514648210040342%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-026b04c4-e3b2-4e5d-9747-639a65034e66","keyframes":{"transform":["translate3d(115.55555%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5766c98f-9fad-449a-bb70-ad7c080b79d1","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-452e0ff2-676a-42f4-b6c6-fb6e6f9aaaae","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

To overcome the difficulties presented by AI model training, AI back-end fabrics must be designed

[{"selector":"#anim-a2c8a584-8098-4706-85ef-59a094fec6d3 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(12.514648210040342%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-ff001441-da3d-4564-9b8c-2428a8e98104","keyframes":{"transform":["translate3d(126.38889%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-00805dfe-b781-430b-b58c-1c2085b7f675","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-aa7cd970-609c-424e-98e8-46aba6f7eb03","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

AI fabrics use 800 Gb/s switching backplanes with optional 400Gb/s breakouts and non-blocking topologies to meet these requirements

[{"selector":"#anim-c1bda45e-4fa1-45bb-b6c0-41d31df7ce4d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(12.514648210040342%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-1be2883b-8413-47e1-89a5-42cb12f336be","keyframes":{"transform":["rotate(-540deg) scale(0.1)","none"],"opacity":[0,1]},"delay":0,"duration":1000,"fill":"both","iterations":1}]

As is always the case with significant changes in technology, careful, in-depth planning and analysis are necessary for success

[{"selector":"#anim-42d74d44-433f-4566-bea9-a92396bdf488 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-4edc2f45-1750-4547-9988-5010c2420afc","keyframes":{"transform":["translate3d(-115.2381%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9ca87313-96ea-47fb-8d8b-da198ed420e2","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8102503e-a9e4-469f-8d89-1623f4491d2a","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

Zero-touch provisioning and automated deployment, which allow for smooth scalability, are the foundation for efficient management

[{"selector":"#anim-0e11885a-bb54-4247-bb79-4be37b5bce52 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-12.514648210040342%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-89f7a17d-650b-429e-810d-ffa8b3714425","keyframes":{"transform":["translate3d(107.37463%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-aa573d1b-becf-4e5b-a3df-88c65e2a8872","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-dabdd17e-eb29-4d31-8600-3c479e6a8b28","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

Lastly, create a solid AI networks plan that covers connectivity options, network architecture, and technology selections

[{"selector":"#anim-00558bf2-0bab-40d3-97cb-fd1883b1d475 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(12.514648210040342%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-6c6d07b6-bd65-4a70-9072-ef8ddcf9540e","keyframes":{"transform":["scale(1)","scale(1.5)","scale(0.95)","scale(1)"],"offset":[0,0.33,0.66,1]},"delay":0,"duration":1450,"easing":"ease-in-out","fill":"both","iterations":1}]