ITU Workshop on "Machine Learning for 5G and beyond"
San Jose, United States, 7 August 2018
Contact:
tsbevents@itu.int
The workshop includes the following sessions, presenting invited expert speakers from the academia and the industry:
| 07:30 | Registration |
| 09:00 - 09:15 | Welcome-
Chaesub Lee, Director, ITU Telecommunication Standardization Bureau [ Biography ]
-
Bahareh Sadeghi, Intel [ Biography ]
- Slawomir Stanczak, Chairman, ITU Focus Group on Machine Learning for Future Networks including 5G [ Biography ]
|
| 09:15 - 10:10 | Session 1 (part 1): Research advances in ML for wireless networks
Moderator: Slawomir Stanczak, Chairman, ITU Focus Group on Machine Learning for Future Networks including 5G [ Biography ]
|
| 10:10 - 10:40 | Coffee Break |
| 10:40 - 12:00 | Session 1 (part 2): Research advances in ML for wireless networks
Moderator: Slawomir Stanczak, Chairman, ITU Focus Group on Machine Learning for Future Networks including 5G [ Biography ] - Kwang-cheng Chen, University of South Florida: "Machine Learning Enables Mobile Networks – Anticipatory Mobility Management for Ultra-Low Latency Mobile Networking" [ Biography I Abstract I Presentation ]
- Sachin Katti, Stanford University
Presented by: Sandeep Chinchali, PhD Candidate, Stanford University [ Abstract I Presentation ]: "Data-Driven Control of Cellular Networks" - Renato Cavalcante, Fraunhofer Heinrich Hertz Institute & Technical University Berlin: "Machine learning tools for highly dynamic wireless environments" [ Biography I Abstract ]
|
| 12:00 - 13:30 | Lunch Break |
|
13:30 - 14:30 | Session 2: ML solutions for industry applications
Moderator: Mostafa Essa, Vodafone [ Biography ] |
| 14:30- 15:00 | Coffee Break |
| 15:00 - 16:20 |
Session 3: Standardization of ML-aware wireless networks
Moderator: Salih Ergut, Turkcell [ Biography ] |
| 16:20 - 16:30 | Coffee Break |
| 16:30 – 17:45 |
Panel discussion:
Will ML & AI change the way we design and operate communications networks?
Moderator: Sue Rudd, Director, Service Provider Analysis/Networks & Service Platforms, Strategy Analytics
[ Biography I Presentation ]-
Robert Topol, Intel: "Convergence of 5G and AI" [ Biography ]
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Rajeev Agrawal, Nokia: "Machine Learning for 5G RAN" [ Biography I Abstract I Presentation ]
- Arun Ghosh, Director Advanced Wireless Technologies Group, AT&T Labs: "A grey-box scheduling approach to 5G networks based on reinforcement learning" [ Biography ]
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