A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting
Dawen Xia, Nan Yang, Shunying Jiang, Hu Yang, Yantao Li, Huaqing Li, Lin Wang
Topics & Concepts
SPARK (programming language)Computer scienceScalabilityBig dataTraffic flow (computer networking)TrajectoryFloating car dataGlobal Positioning SystemAlgorithmKalman filterReal-time computingData miningArtificial intelligenceTraffic congestionComputer networkTelecommunicationsTransport engineeringProgramming languagePhysicsEngineeringAstronomyDatabaseTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management