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...
From Campbell to Codensity: A Practical Hero’s Journey in Video Encoding
Voices of Video
13 minutes
1 month ago
From Campbell to Codensity: A Practical Hero’s Journey in Video Encoding
What if a hardware roadmap could read like a myth? We take Joseph Campbell’s Hero’s Journey and map it to a concrete engineering pivot - from life in the ordinary world of CPU/GPU encoding to a high-density, power-efficient future with NETINT’s Codensity G5-based VPUs. We talk through the initial reluctance to touch specialized hardware, the mentors and SDKs that changed our minds, and the exact moment we crossed the threshold by installing drivers, testing real inputs, and pushing the cards...
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...