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Change Management in Physical Network Lifecycle Automation

Talkat USENIX ATC '23 · 2023-07-10..07-12· [networking, devops-and-delivery]
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name:Quan Leng
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name:Jiayao Li
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name:Sheng Sun
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linkedin:vahdat
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Google describes a deployed system that automates physical network lifecycle changes using the MALT language and a suite of services: a model design service, a stateful model build engine with rule-based build units and high‑90s cache hit rates, a model query API that supports profile evolution, and Topoplan branches for planning and rebasing. The system detects allocation and topology conflicts weeks or months before deployment, enables concurrent projects that used to serialize work, and cuts deployment prep by weeks to months while preserving safety and rollback.

AI-written summary · about

  1. 0:00Introduction and context
  2. 1:45Key network challenges
  3. 4:18Malt network modeling
  4. 7:04Model generation systems
  5. 12:15Topo plan and workflows
  6. 14:56Case studies and results
  7. 18:48Conclusion
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