A high-throughput architecture for anomaly detection in streaming data using machine learning algorithms
Chellammal Surianarayanan, Saranya Kunasekaran, Pethuru Raj Chelliah
Topics & Concepts
Computer scienceAnomaly detectionData stream miningDiscretizationVolume (thermodynamics)ThroughputComputationData streamStream processingStreaming algorithmReal-time computingAlgorithmArtificial intelligenceData miningMachine learningParallel computingWirelessOperating systemMathematical analysisTelecommunicationsPhysicsQuantum mechanicsUpper and lower boundsMathematicsAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionData Stream Mining Techniques