~/talk

HCDN: Coordinated Stream Scheduling for Cost-Effective Live Video Delivery

Talkat NSDI '26 · 2026-05-04..05-06
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name:Jing Liu
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name:Song Geng
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name:Kaida Hu
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name:Ri Lu
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name:Shu Shi
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HCDN augments a live CDN by adding ISP-edge and multi-homed nodes and a central scheduler called OpenTiga to run redirection strategies: frozen-stream offloading, cold-stream aggregation, hot-node draining, and hot-stream offload to cheaper ISP edges. Deployed incrementally across 500+ edge clusters for four years, it claims a 36% relative bandwidth cost reduction, lowers MER, keeps controller memory under 300 MB and control bandwidth <150 Mbps, and preserves or slightly improves QoE via proactive quality assurance (PQA) pre-pulls.

AI-written summary · about

  1. 0:00HCDN and live video costs
  2. 1:00CDN bandwidth cost drivers
  3. 2:03ISP edge nodes for savings
  4. 3:09CDN tree topology efficiency
  5. 4:32Sub streams and patch streams
  6. 5:15Frozen streams with multi-homed nodes
  7. 6:58Five HCDN optimizations
  8. 7:40Stream scheduling challenges
  9. 8:28HCDN architecture and Open TIG
  10. 9:12Proactive quality assurance
  11. 9:32Four HCDN scheduling strategies
  12. 11:00Global deployment results
  13. 12:08System overhead and QoE metrics
  14. 12:50Conclusion
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