On a Barcelona LTE dataset, federated LSTM training matches or beats centralized and per-base-station training for traffic forecasting and scores best on a hand-weighted sustainability metric.
Building a digital twin for network optimiza- tion using graph neural networks,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting
On a Barcelona LTE dataset, federated LSTM training matches or beats centralized and per-base-station training for traffic forecasting and scores best on a hand-weighted sustainability metric.