Ever notice how interactive video feels great one moment and laggy the next? We dig into why - and what it takes to make streams feel as immediate and fair as a top-tier multiplayer game. Coming from a gaming-first background, we talk candidly about round-trip latency, jitter, and why 30 ms one way is the magic threshold for experiences where people don’t just watch, but participate. We walk through the hard lessons of early cloud gaming, from capex-heavy builds to routing realities, and show...
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Ever notice how interactive video feels great one moment and laggy the next? We dig into why - and what it takes to make streams feel as immediate and fair as a top-tier multiplayer game. Coming from a gaming-first background, we talk candidly about round-trip latency, jitter, and why 30 ms one way is the magic threshold for experiences where people don’t just watch, but participate. We walk through the hard lessons of early cloud gaming, from capex-heavy builds to routing realities, and show...
Ever notice how interactive video feels great one moment and laggy the next? We dig into why - and what it takes to make streams feel as immediate and fair as a top-tier multiplayer game. Coming from a gaming-first background, we talk candidly about round-trip latency, jitter, and why 30 ms one way is the magic threshold for experiences where people don’t just watch, but participate. We walk through the hard lessons of early cloud gaming, from capex-heavy builds to routing realities, and show...
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...
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...
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....
When Ignacio "Nacho" Opazo opened his laptop in 2011, he wasn't just writing code, but rather, he was laying the foundation for what would become Latin America's pioneering OTT platform. A musician turned self-taught developer, Nacho's journey from creating El Telón (Latin America's first streaming television service) to building Zapping (now serving 500,000 paying subscribers across four countries) represents a masterclass in technical innovation and market disruption. What makes Zapping ...
Energy efficiency is quickly becoming the new battleground in video processing infrastructure, and a groundbreaking benchmark study has revealed just how dramatic the differences can be between competing technologies. In this eye-opening conversation, Chris Milstead from Akamai and Dennis Mungai from Cires21 share findings from their joint research comparing Video Processing Units (VPUs) to traditional GPUs for encoding workloads. The benchmark shows that VPUs deliver 4.7X better energy effic...
The economics of video delivery are changing dramatically, forcing media companies to rethink their entire approach to content distribution architecture. In this fascinating roundtable discussion, leaders from Akamai, Scalstrm, and Arcadian reveal how the push for efficiency is reshaping video workflows across the industry. As streaming platforms expand globally, they're discovering that delivery strategies that worked in established markets don't necessarily translate to new territories. Ou...
The AI revolution in media production is moving beyond marketing hype into practical applications delivering real value. Ryan Jesperson from Cires21 takes us deep into how their Media Co-Pilot platform is transforming workflows for tier-one broadcasters through thoughtfully implemented artificial intelligence. Unlike basic AI integrations that simply bolt onto existing systems, Media Co-Pilot addresses the nuanced needs of professional media organizations by training models specific t...
The beating heart of every video streaming service is its encoding technology, but raw power alone isn't enough to deliver exceptional viewer experiences. In this eye-opening conversation, Mark Donnigan explores what happens when you combine the incredible performance of Video Processing Units (VPUs) with thoughtfully designed software frameworks. Mark Donnigan compares the VPU to a high-performance engine – essential and powerful, but ultimately useless without the surrounding vehicle. Domin...
Hybrid cloud infrastructure has finally arrived for video streaming, and it's transforming how organizations balance performance, cost, and sovereignty requirements. In this enlightening conversation with Stefan Ideler from i3D.net, we explore how the gaming industry's early adoption of hybrid approaches now offers valuable lessons for video streaming platforms facing similar pressures. Stefan reveals how i3D.net's massive global network, exceeding 30 terabits per second across 65 locations ...
Ever wonder what happens behind the scenes when your favorite streaming platform adds thousands of classic films overnight? The challenges are far more complex than most realize. Joe Waltzer, CEO and founder of Arcadian, pulls back the curtain on the intricate world of media workflow engineering in this enlightening conversation. With over five years of experience solving delivery challenges for major Hollywood studios and global media companies, Joe offers a rare glimpse into th...
Dom Mrakuzic from Advantech joins Voices of Video to unveil how this revolution is unfolding through solutions like the Quadra Mini Server, a collaboration with NETINT Technologies. This compact half-rack appliance represents a significant breakthrough in edge video processing, capable of encoding 20 simultaneous 1080p broadcast-quality streams while consuming just 10 watts of power. What makes this development particularly significant is that it wasn't conceived in isolation. The Quadra M...
As the second most peered network globally with over 65 points of presence worldwide, i3DNet has built something remarkable - an infrastructure designed to satisfy gaming's most demanding users that now powers millions of concurrent streams on platforms like Discord. "Gamers are the most demanding users in the internet world," Stefan explains, highlighting how meeting their expectations has created a network optimized for performance. Stefan Idler from i3DNet joins us to discuss how their ga...
The numbers are staggering: using AWS Media Live for HD video processing costs approximately $10,117 per stream over three years, while the NetInsight/NetInt solution delivers the same capabilities for around $3,500 – a reduction of 66-70%. These aren't theoretical projections but real-world figures that are opening eyes throughout the industry. We explore the innovative partnership between NetInsight and NETINT, showcasing how strategic edge processing can dramatically reduce video streamin...
Starting with signal reception at massive satellite dishes, Martin Azpiroz, director at Bold MSS walks us through the complete delivery chain, from transcoding and packaging to content protection and playback. We explore Bold MS's fascinating technical evolution from CPU to GPU to their current ASIC-based encoding approach. This shift hasn't just improved video quality; it has also dramatically reduced hardware failures, server footprint, and power consumption. As Martin explains, som...
Hardware acceleration is changing the economics of video delivery, and Scalstrm is at the forefront of this revolution. After showcasing their just-in-time transcoding solution at NAB, Dominic returns to Voices of Video to share how they've partnered with NetInt to create a groundbreaking platform that's already winning customer deployments. • Scalstrm built their transcoding solution from scratch without relying on open-source components • Their migration from software to hardware accelerat...
Casey Bateman, Principal Engineer at Huddle, reveals how their video platform revolutionized sports analysis by replacing the old system of coaches exchanging physical tapes with instant digital access. Founded in 2006 at the University of Nebraska, Huddle now serves 97% of US high school football programs and has expanded globally to 40+ sports. • Huddle's first client was Nebraska football in 2007, followed by the NY Jets when their coach moved teams • Explosive growth began when targeting...
ARM architecture is revolutionizing video processing with power-efficient processors that deliver predictable performance without the computational gymnastics required by traditional x86 systems. • Ampere builds ARM-based processors with massive core counts (up to 192 cores) focused on sustainable computing • Traditional x86 architecture struggles with video workloads due to multi-threading causing unpredictable performance • Single-threaded cores in ARM processors provide predictable execut...
WebRTC pioneer Tsahi Levent-Levi shares his extensive knowledge on this real-time communication protocol, explaining its inner workings, challenges, and proper implementation approaches. • WebRTC consists of both a protocol stack (standard specification) and Google's implementation (libwebrtc) used in all major browsers • The protocol is designed specifically for real-time communication with sub-second latency requirements • When building with WebRTC, consider using third-party solutions rat...
Reza Rasool, CEO of nonprofit AI lab KWAI, shares his vision for democratizing artificial intelligence through personal AI systems that prioritize user privacy and local computing. • KWAI aims to create personal AI assistants that run locally on users' devices rather than in the cloud • Current cloud-based AI services create privacy concerns as they require uploading personal data to remote servers • Retrieval Augmented Generation (RAG) technology separates language models from knowledge b...
Ever notice how interactive video feels great one moment and laggy the next? We dig into why - and what it takes to make streams feel as immediate and fair as a top-tier multiplayer game. Coming from a gaming-first background, we talk candidly about round-trip latency, jitter, and why 30 ms one way is the magic threshold for experiences where people don’t just watch, but participate. We walk through the hard lessons of early cloud gaming, from capex-heavy builds to routing realities, and show...
