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The second half day will be spent looking at how AI (or machine learning) can help us build and operate the networks. In this we hope to have a couple of (suitably prepared) vendor presentations, plus community presentations on how the technology might enable troubleshooting and workflow management.
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Registration
Transmission
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for remote participants
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Meeting ID: 97610360540
Password: 01233210
Thursday, 9 October 2025
| 12:45 - 13:00 | Get a coffee - Testing audio & video | |
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| 13:00 - 13:10 ('10) | Welcome and Introduction Rob Evans, Jisc | |
| 13:10 - 13:20 ('10) | An overview of SIG-AI | |
| 1st session | ||
13:20 - 13:40 ('20) | Why do we need to talk about networking for AI? Requirements and solutions. Kamran Naqvi, Broadcom | |
13:40 - 14:00 ('20) | AI at Scale: HPC Primitives in the Cloud-Native Era Ricardo Rocha, CERN | |
14:00- 14:30 ('30) | Building Networks for AI Eli Dart, ESnet | |
| 14:30 - 15:00 ('30) | Coffee Break |
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| 2nd session | ||
| 15:00 -15:30 ('30) | UltraEthernet Andreas Roeder, Nokia | |
| 15:30 - 16:00 ('30) | Tour into Practical AI for Network Traffic Analysis Jaroslav Pesek, CESNET We present recent R&D results within an end-to-end monitoring and analysis pipeline. We show how to detect network anomalies and convert them into events for SOC team, introduce libraries and datasets for reproducible modelling, and demonstrate that a simple k-NN on packet-sequence metadata can perform on-par with complex models. We conclude with visualisations that aid traffic interpretation. | |
| 16:00 - 16:30 ('30) | AI for Network Management and the IETF Network Management Research Group Jefferson Nobre | |
| 16:30 - 17:00 ('30) | Discussions |
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End of the day |
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Friday, 10 October 2025
| 8:45 - 9:00 | Get a coffee - Testing audio & video | |
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| 3rd session | ||
9:00 - 9:10 ('10) | Scene setting: AI for network management Lars Fisher, NORDUnet |
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9:10 - 9:40 ('30) | GN5-2 Survey on AI for Network Management Pavle Vuletic | |
9:40 - 10:10 ('30) | AI for Workflow Orchestrator Peter Boers, SURF | |
10:10 - 10:30 ('20) | LogLLM Dimitris Pantazatos, NTUA | |
| 10:30 - 11:00 ('30) | Coffee Break |
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| 4th session | ||
| 11:00 -11:20 ('20) | Classification and Identification of network traffic using AI models Maarten Meijer | |
| 11:20 - 11:40 ('20) | AI/ML data center fabric advanced load balancing Michal Styszynski, Juniper |
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| 11:40 - 12:10 ('30) | Discussions |
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| 12:10 - 12:30 ('20) | Wrap-Up |
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End of the meeting |
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