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Voices of Video
NETINT Technologies
65 episodes
17 hours ago
Want to move faster without burning out your core team? In this episode, we unpack what it really means to borrow the brainpower—using managed services to turn cost savings into real product speed. By pairing immediate access to specialized talent with elastic capacity, teams can start building next week instead of waiting months to hire. Instead of stalling on niche roles or sinking time into recruiting, HR, and IT overhead, outsourcing lets you redirect energy to the work that actually move...
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All content for Voices of Video is the property of NETINT Technologies and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Want to move faster without burning out your core team? In this episode, we unpack what it really means to borrow the brainpower—using managed services to turn cost savings into real product speed. By pairing immediate access to specialized talent with elastic capacity, teams can start building next week instead of waiting months to hire. Instead of stalling on niche roles or sinking time into recruiting, HR, and IT overhead, outsourcing lets you redirect energy to the work that actually move...
Show more...
Technology
News,
Tech News
Episodes (20/65)
Voices of Video
AI Hype vs. Broadcast Reality: Why FFmpeg Alone Isn’t Enough
The promise of “just add AI” sounds great until your live feed is eight seconds behind and the subtitles miss the moment. In this episode of Voices of Video, we confront the gap between AI hype and broadcast reality. From FFmpeg 8’s Whisper integration to off-the-shelf transcription and auto-dubbing, we break down why demos often fall apart in real production pipelines, and what it actually takes to deliver broadcast-grade results. 🔗 FFmpeg: https://ffmpeg.org 🔗 Whisper (OpenAI): https://ope...
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1 week ago
9 minutes

Voices of Video
Trust, Footprint, and Milliseconds: The Real Levers of Live Streaming
What if your live stream could feel instant, look sharper at the same bitrate, and cost less to run as you scale? In this episode of Voices of Video, we unpack how a fast-growing live gaming platform rethought its architecture, moved beyond a fully public cloud setup, and built a global hybrid model that delivered measurable results: lower egress spend, higher transcoding density, and a clear lead in end-to-end latency. We start with a hard truth many streaming teams face too late - public cl...
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2 weeks ago
21 minutes

Voices of Video
Rethinking Live Publishing: Templates, Roles, and Hybrid Control
What does it take to run hundreds of live events without chaos? In this episode, we open up the architecture behind G&L’s Playout Hub - a hybrid publishing engine designed for broadcasters, public institutions, and distributed editorial teams that need broadcast precision at scale. Built on decades of systems integration experience at G&L Geißendörfer & Leschinsky GmbH, the platform mixes live inputs, VOD interstitials, graphics, and multi-target outputs into a unified, dependable...
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3 weeks ago
17 minutes

Voices of Video
Scaling Video at the Edge: A Practical Roadmap
Viewers won’t wait for your pipeline to catch up. This episode breaks down a practical roadmap for scaling video at the edge - where power limits, bandwidth costs, and live latency collide. With Advantech’s rugged, modular platforms (https://www.advantech.com/) paired with NETINT’s low-power, high-density ASIC encoders (https://netint.com/), we show how to move the heavy lifting closer to the camera and away from cloud bottlenecks - without compromising quality or operational control. Based o...
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1 month ago
7 minutes

Voices of Video
The New Economics of Transcoding: How VPUs Unlock FAST, AVOD & Back-Catalog Revenue
What if transcoding stopped being the constraint and became the engine behind your content strategy? In this episode, Arcadian’s Joe Waltzer and Josh Pesigan explain how Video Processing Units (VPUs) are transforming the economics and timing of video workflows—and why the real win isn’t just lower cost, but the freedom to experiment, iterate, and ship smarter. We start with a reality everyone in streaming understands: massive back catalogs sit on shelves because cloud transcoding costs erase ...
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1 month ago
9 minutes

Voices of Video
So You Want A VPU? Here’s The No-Drama Way To Plug, Play, And Push To Your CDN
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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1 month ago
8 minutes

Voices of Video
Synchronizing 20 Perspectives: The Future Of Multi-View Esports
Cameras miss moments; fans don’t. We wanted every decisive peek, every clutch revive, and every chaotic final ring in Apex Legends to be watchable from any team’s perspective - live, synchronized, and affordable. That meant rethinking how we transcode and distribute dozens of POV streams at once without drowning in startup lag or compute spend. We walk through how Scalstrm integrated NETINT VPUs at a low level to pack up to 20 live channels onto a single card, slashing both costs and boot tim...
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1 month ago
17 minutes

Voices of Video
Your Sports Car Is Cool, But The Taxi Wins On Power Bills
What if your heaviest video jobs spun up in seconds, sipped power, and scaled wherever your viewers are? In this episode, we run NETINT VPUs inside Akamai Cloud and push them across live and just-in-time workflows—multi-codec ABR (AV1/H.264/HEVC), synchronization, DRM, and low-latency packaging included. We start with deployment trade-offs: on-prem cards (control like a tuned sports car), cloud resources (on-demand like a taxi), portable containers, and Kubernetes for orchestration and autosc...
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2 months ago
22 minutes

Voices of Video
Cloud Bills Made You Cry? Gamers Already Fixed That
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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2 months ago
19 minutes

Voices of Video
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...
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2 months ago
13 minutes

Voices of Video
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...
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2 months ago
18 minutes

Voices of Video
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....
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2 months ago
10 minutes

Voices of Video
The TikTok of Live TV | Swipe, Watch, Repeat
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 ...
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3 months ago
43 minutes

Voices of Video
Watts Up With Your Encoder? Akamai & Cires21 Benchmark VPUs vs. GPUs
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...
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3 months ago
44 minutes

Voices of Video
Efficiency, Economics, and Innovation - Transforming Video Architectures
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...
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3 months ago
52 minutes

Voices of Video
Training Your Own LLM: The Untapped Value of Media Archives
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...
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3 months ago
40 minutes

Voices of Video
The Engine Isn’t Enough: Building Robust Media Frameworks Around the VPU
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...
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4 months ago
46 minutes

Voices of Video
Silicon Showdown: CPUs, GPUs, and VPUs Battle for Data Center Dominance
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 ...
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4 months ago
53 minutes

Voices of Video
Pixels, Profits, and Processing: The Hidden Economics of Streaming
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...
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4 months ago
59 minutes

Voices of Video
Mini Box, Massive Impact: How Advantech and NETINT built a compact edge server for high-performance streaming.
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...
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4 months ago
41 minutes

Voices of Video
Want to move faster without burning out your core team? In this episode, we unpack what it really means to borrow the brainpower—using managed services to turn cost savings into real product speed. By pairing immediate access to specialized talent with elastic capacity, teams can start building next week instead of waiting months to hire. Instead of stalling on niche roles or sinking time into recruiting, HR, and IT overhead, outsourcing lets you redirect energy to the work that actually move...