Stop Losing Money on Idle GPUs

Stop Losing Money on Idle GPUs

From Radio Cloud Native by Mirantis by Mirantis Inc.

April 12, 2026 · 22 min · Episode 67

About this episode

Edward Ionel discusses the challenges and strategies for cloud service providers in the booming GPU market.

The GPU cloud market is booming - but for NeoClouds and cloud service providers, explosive growth is quickly becoming a race to the bottom. In this episode, Edward Ionel of Mirantis breaks down why raw compute is no longer enough to sustain a profitable business, and what operators must do to protect their margins before the window closes. Edward walks through the full monetization maturity model - from commoditized bare metal to a fully managed AI factory platforms capable of delivering 50%+...

People in this episode

Guest: Edward Ionel

Topics covered

  • GPU cloud market
  • profitability
  • monetization
  • AI platforms
  • cloud service providers

Keywords

  • GPU
  • cloud market
  • profit margins
  • monetization model
  • AI factory

Mentioned in this episode

Organizations: Mirantis

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