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Migrating 5G Core to the Edge, Wisely and Confidently with Kubernetes

on YouTube 23m
Talkat KubeDay Japan 2022 · on Wednesday, 2022-12-07· at 16:50· Level 3 | Pacific Room· [kubernetes]

speaker

name:Marco Antonio Gonzalez Ortiz
links:none on file

resources

video:https://youtu.be/G-r4eBwcAA8
slides:none on file

summary

Compares three migration stages and then measures real effects: etcd sync latency hurts large-edge clusters and increases cloud egress costs; suggests using CRDTs or operation-based replication to avoid strong-consistency bottlenecks. Benchmarks four edge Kubernetes distributions and finds K3s advantage while KubeEdge shows the highest response times. Demo runs IP-camera load on a 32-core EC2, 100GB RAM node and scales from 10→100 replicas, recording pod startup and API latency to show persistent-storage and scheduler limits and where proactive ML-based autoscaling is needed.

AI-written summary · about

chapters (7)

  1. 0:00Intro
  2. 0:55Migrating SG Core to the Edge, Wisely and Confidently with Kubernetes
  3. 6:58ETCD Performance
  4. 10:56Pod-scheduling strategies
  5. 14:035G Core Open-Source Projects
  6. 16:21Demo
  7. 20:42Takeaways

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