Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model

Shu‐Yu Lin, Ronald Clark, Robert Birke, +3

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +10

OpenFlow Switching: Data Plane Performance

Andrea Bianco, Robert Birke, Luca Giraudo, +1

Openflow SwitchingEngineeringHigh Performance Computer NetworkData Plane PerformanceComputer Architecture +17

Bringing 5G into Rural and Low-Income Areas: Is It Feasible?

Luca Chiaraviglio, Nicola Bléfari-Melazzi, William Liu, +9

IEEE Communications Standards Magazine

5G NetworksEngineeringCook Islands5G SystemEdge Computing +11

Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics

Robert Birke, Ioana Giurgiu, Lydia Y. Chen, +2

Software MaintenanceCluster ComputingAvailabilityEngineeringFailover +21

CTAB-GAN+: enhancing tabular data synthesis

Zilong Zhao, Aditya Kunar, Robert Birke, +2

Frontiers in Big Data

Artificial IntelligenceEngineeringMachine LearningPrivacy LossComputer-aided Design +16

PRACTISE: Robust prediction of data center time series

Ji Xue, Feng Yan, Robert Birke, +3

Forecasting MethodologyEngineeringMachine LearningRobust PredictionData Science +15

Data Centers in the Cloud: A Large Scale Performance Study

Robert Birke, Lydia Y. Chen, Evgenia Smirni

Cluster ComputingProvisioning (Technology)AvailabilityEngineeringData Center Availability +15

CTAB-GAN: Effective Table Data Synthesizing

Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, +2

arXiv (Cornell University)

EngineeringMachine LearningNovel Conditional VectorGenerative SystemData Generation +16

Understanding VoIP from Backbone Measurements

Robert Birke, Marco Mellia, Michele Petracca, +1

Internet Traffic AnalysisEngineeringMeasurementAcoustic ModelingSpeech Recognition +18

5G in rural and low-income areas: Are we ready?

Luca Chiaraviglio, Nicola Bléfari-Melazzi, William Liu, +8

5G NetworksPublic PolicyFuture Network ArchitectureEngineering5G System +10