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cost optimization

cost optimization articles, reference architectures, and engineering notes from the MpegFlow team. The content here covers cost optimization in the context of video transcoding, pipeline orchestration, and broadcast / OTT infrastructure — the specific patterns, trade-offs, and production lessons you won't find in vendor marketing or generic tutorials.

Reference architectures · 2
  • Cost-aware spot-instance encoder pool
    Production architecture for running video transcoding on AWS Spot, GCP Preemptible, and Azure Spot instances. Interruption-tolerant queue topology, fleet diversification, atomic upload semantics, and the cost math that makes self-hosted video pipelines beat per-minute pricing at scale.
    May 9, 2026
  • Petabyte-scale archive migration on MpegFlow
    How to migrate a multi-petabyte legacy media archive to modern formats — throughput patterns, scheduling, cost optimization, deferral strategies, and what breaks at scale.
    May 5, 2026
Adjacent topics
  • Kubernetes· 3
  • Spot instances· 1
  • Autoscaling· 2
  • Archive migration· 1
  • bulk transcoding· 1
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