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Unlocking Networking AI Innovation: Introducing Essedum

on YouTube 15m
Talkat AI_dev Europe 2025 · on Thursday, 2025-08-28· at 14:45· G001-G002 (Level 0)· [ai-assisted-development]

speaker

name:Arpit Joshipura
links:none on file

resources

video:https://youtu.be/h5libNJ2_e0
slides:none on file

summary

Essedum is an open-source Essedum framework that stitches MLOps, cloud connectors and accelerator APIs via REST into deployable network AI apps, donated to LF Networking and published on GitHub; it runs pipelines, handles lifecycle and supports continuous production deployment. A separate Salis responsible AI toolkit provides security, privacy and fairness checks, and a data anonymization plugin ingests telco datasets without exposing PII. Example integrations include SoftBank’s AITR packaged with NVIDIA and show end-to-end deployment flow rather than just prototypes.

AI-written summary · about

chapters (11)

  1. 0:00Domain-specific AI in networking
  2. 1:05Telecom infrastructure and AI needs
  3. 2:32Linux Foundation's AI framework
  4. 5:02Productizing domain-specific AI
  5. 6:46SODM simplifies AI development
  6. 8:14MLOps and data pipelines in SODM
  7. 9:18Data anonymization for privacy
  8. 10:21Introducing Salis for responsible AI
  9. 12:10SoftBank's AITR real-world example
  10. 13:38Customization and open-source integration
  11. 14:02Summary and next steps

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