From Scale-Out to Scale-Up: Why AI Needs Open Networking and a Unified Software Foundation
AI networking is moving from scale-out to scale-up. Why openness and unified software will define the next generation of AI infrastructure.
Oct 28, 2026
Sameh Boujelbene
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Blogs
From Scale-Out to Scale-Up: Why AI Needs Open Networking and a Unified Software Foundation
AI networking is moving from scale-out to scale-up. Why openness and unified software will define the next generation of AI infrastructure.
Oct 28, 2026
Sameh Boujelbene
Blogs
From Scale-Up to Scale-Out: Upscale Extends Its Open Networking Vision Through NVIDIA Partnership
A core element of Upscale’s approach is its AI-optimized implementation of SONiC, the open-source network operating system widely used in hyperscale environments.
Mar 11, 2026
Sameh Boujelbene
Blogs
AI Infrastructure: From “General” to “Purpose-Built”
Upscale was founded around a simple premise: AI infrastructure requires a network built specifically for AI.
Mar 11, 2026
Deepti Chandra
Julissa Benavente
Blogs
Why Scale-up Needs Memory Semantics?
The quest for building ever more powerful AI systems inevitably leads us to the challenge of scale-up networking.
Mar 11, 2025
Amit Srivastava
Blogs
Communications within a High-Bandwidth Domain (Pod) of Accelerators (GPUs): Mesh vs switched
AI infrastructure is scaling at an incredibly fast pace in the cloud and the edge data centers for both training and inference.