Ruijie Luo
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View article: Intelligent performance inference: A graph neural network approach to modeling maximum achievable throughput in optical networks
Intelligent performance inference: A graph neural network approach to modeling maximum achievable throughput in optical networks Open
One of the key performance metrics for optical networks is the maximum achievable throughput for a given network. Determining it, however, is a nondeterministic polynomial time (NP) hard optimization problem, often solved via computational…
View article: Stock Price Prediction Methods based on FCM and DNN Algorithms
Stock Price Prediction Methods based on FCM and DNN Algorithms Open
With the rapid economic development and the continuous expansion of investment scale, the stock market has produced increasing amounts of transaction data and market public opinion information, making it further difficult for investors to …
View article: In-service crosstalk monitoring, tracing and lightpath re-optimization for space-division multiplexing optical networks
In-service crosstalk monitoring, tracing and lightpath re-optimization for space-division multiplexing optical networks Open
In recent years, to enlarge the single-mode fibers (SMFs) transmission capacity, researchers focused on the dimension of space, which is a new degree of freedom that is being considered for optical fiber communication beyond WDM. Space-div…