Legacy video infrastructure is breaking at scale.
VPUs are how modern platforms survive it.
Engineers don’t fear new technology. They fear outages, blown budgets, and migrations that stall careers.
The VPU Deployment Playbook removes that risk, step by step, from test to production, without disruption.
Deployment is not a vendor decision.
It’s an ecosystem decision.
No single company deploys video at scale alone. Quadra VPUs are deployed through a certified ecosystem of cloud, software, and infrastructure partners—so testing, migration and scaling happen in the real world.
This VPU Ecosystem exists for one reason: to remove deployment risk before production.
Where are you in your deployment journey?
Deployment is not a leap of faith. It’s a controlled sequence of decisions, each one reducing risk.
Start where you are. Move forward when the data is undeniable.
Most teams start here >
Understand the Risk:
Test >
Prove it Safely
Migrate >
Cut Over with Confidence
Scale without Surprises:
What is a VPU? >
Product Overview
Start testing here >
Test today on Akamai Cloud
Client testimonials >
Hybrid deployment successes
ROI Calculator >
View Use Cases >
Proven engineering solutions
Expand your Architecture >
On-prem, in Cloud or Hybrid
Readiness Checklist >
Verify your hardware preparedness
VPU Feature Roadmap >
The future is looking bright
Before you Test:
See how teams validate feasibility without touching production systems.
Why VPU deployments stall
- Teams don’t trust benchmark claims
- Testing feels risky and time-consuming
- Migration paths are unclear
- Execs can’t evaluate tradeoffs with confidence
Most VPU projects don’t fail technically.
They fail because teams are forced to guess.
The Deployment Playbook exists to eliminate guessing, before production, before budget, before careers are on the line.
Why video platforms eventually move to VPUs
These aren’t feature advantages. They’re structural realities once video hits scale.
Power, not performance, becomes the bottleneck
As stream counts rise, watts per stream determine margin. CPUs burn power long before they hit throughput limits.
Quadra VPUs collapse watts-per-stream by design, not tuning.
Measure cost under sustained load >
Density decides whether scale is viable
Operational cost isn’t driven by peak performance, it’s driven by how many real streams survive sustained load on a single server.
VPUs turn density from a risk into a controllable variable.
Stress-test real stream density >
Modern codecs break general-purpose compute
AV1, 4K, and 8K increase compute complexity faster than CPU efficiency improves. Optimization only delays the problem, it can never solve it.
VPUs are built for codec evolution, not codec workarounds.
Validate codecs without re-architecture >
FFmpeg scaling quietly becomes an operations tax
At scale, FFmpeg pipelines demand constant tuning, exception handling, and babysitting — especially under mixed workloads.
VPUs shift FFmpeg from an ops burden to a stable substrate.
Preserve pipelines during deployment >
Throughput, not flexibility, drives video economics
Video platforms don’t win on architectural elegance. They win on cost per stream, stability under load, and predictable growth.
VPUs exist because throughput is the business.
Scale without operational disruption >
Cloud elasticity collapses under video load
General-purpose compute scales cost linearly. Video does not. Once density, power, and sustained throughput matter, elastic instances become economically unstable.
VPUs are how cloud video becomes predictable again.
Stress-test real stream density >
Meet the VPU Platform
Quadra VPUs
video processing units
Cost-efficient video processing for cloud and edge environments.
See VPU Products >
Quadra Video Servers
hardware
Pre-integrated servers optimized for VPU deployment and rapid scaling.
See Video Servers >
Quadra VPUs
software
Web control for VPU management and streaming workflow automation
Watch demo >
The VPU Ecosystem
These companies already deployed VPUs and are reaping benefits: cutting costs, scaling growth and staying relevant.
Our mission is to power the future of video infrastructure by enabling an energy-smart ecosystem where platforms, partners, and innovators thrive at scale.