Tired of choosing between ripping out your video stack or standing still? In this episode, Kenneth Robinson, Director of Field Application Engineers at NETINT, walks through a practical playbook for deploying Video Processing Units (VPUs) at any stage of growth - from retrofitting a live server to scaling across edge, cloud, and hybrid environments. We start with hardware options that match real-world use cases: • T1U hot-swap modules that slide into existing servers - no downtime requi...
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Tired of choosing between ripping out your video stack or standing still? In this episode, Kenneth Robinson, Director of Field Application Engineers at NETINT, walks through a practical playbook for deploying Video Processing Units (VPUs) at any stage of growth - from retrofitting a live server to scaling across edge, cloud, and hybrid environments. We start with hardware options that match real-world use cases: • T1U hot-swap modules that slide into existing servers - no downtime requi...
Hyperscale for Video | Stop Asking GPUs to Be Everything at Once
Voices of Video
18 minutes
1 month ago
Hyperscale for Video | Stop Asking GPUs to Be Everything at Once
What if video finally got its own processor, and your streaming costs dropped while quality and features went up? In this episode, we dig into the rise of the Video Processing Unit (VPU) - silicon built entirely for video - and explore how it’s transforming everything from edge contribution to multi-view sports. Instead of paying for general-purpose compute and GPU graphics overhead, VPUs put every square millimeter of the die to work on encoding, scaling, and compositing. The result is surpr...
Voices of Video
Tired of choosing between ripping out your video stack or standing still? In this episode, Kenneth Robinson, Director of Field Application Engineers at NETINT, walks through a practical playbook for deploying Video Processing Units (VPUs) at any stage of growth - from retrofitting a live server to scaling across edge, cloud, and hybrid environments. We start with hardware options that match real-world use cases: • T1U hot-swap modules that slide into existing servers - no downtime requi...
