~/talk

Scalable Distributed Massive MIMO Baseband Processing

Talkat NSDI 2023 · 2023-04-17..04-19· [networking, cloud-infrastructure]
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Hydra is a distributed software BBU that cuts inter-server and inter-core communication by using FFT offload to RU and RU-configurable fronthaul packet segmentation, plus a policy to delay shuffling until the user stage. The system runs on commodity x86 servers, evaluates on three 2×16-core machines and a larger cloud cluster, and supports 150×32 massive MIMO with three servers (four times larger than prior work) and 256×32 with 18 servers, achieving the claimed scalability.

AI-written summary · about

  1. 0:00Introduction to 5G massive MIMO
  2. 1:02Massive MIMO architecture
  3. 2:35Scalability challenges
  4. 4:04Introducing Hydra
  5. 5:58The processing pipeline
  6. 6:55Communication bottlenecks
  7. 9:02Optimizing front-hall delivery
  8. 10:42Pipeline processing strategy
  9. 13:40Evaluation and performance
  10. 15:41Conclusion
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