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...
Energy Is the New Bottleneck in Live Video | Why VPUs Beat GPUs for Low-Res ABR at 4–6x Energy Savings
Voices of Video
10 minutes
1 month ago
Energy Is the New Bottleneck in Live Video | Why VPUs Beat GPUs for Low-Res ABR at 4–6x Energy Savings
Live video is exploding, power budgets are shrinking, and the old “throw more GPU at it” mindset is breaking. We dig into the real constraint behind streaming at scale - energy - and share new data showing how VPUs can deliver 4–6x better efficiency than top-tier GPUs while holding quality where viewers notice it most. From the early days of CPU-only encoding to a modern, hybrid stack, we walk through the architecture that lets us stream more for less power without cutting corners on quality....
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...
