Predicting Disk Replacement towards Reliable Data Centers

Mirela Botezatu, Ioana Giurgiu, Jasmina Bogojeska, +1

Software MaintenanceCluster ComputingEngineeringFault ForecastingSoftware Engineering +18

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

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

Software MaintenanceCluster ComputingAvailabilityEngineeringFailover +21

MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks

Roy Assaf, Ioana Giurgiu, Frank Bagehorn, +1

Convolutional Neural NetworkEngineeringMachine LearningPresent Mtex-cnnRecurrent Neural Network +20

Predicting DRAM reliability in the field with machine learning

Ioana Giurgiu, Jácint Szabó, D. Wiesmann, +1

EngineeringMachine LearningFault ForecastingComputer ArchitectureHardware Security +19

Additive Explanations for Anomalies Detected from Multivariate Temporal Data

Ioana Giurgiu, Anika Schumann

Anomaly DetectionMachine LearningEngineeringAutoencodersData Science +16

Classifying server behavior and predicting impact of modernization actions

Jasmina Bogojeska, Dávid Lányi, Ioana Giurgiu, +2

Software MaintenanceEngineeringBusiness IntelligenceChange Impact AnalysisBusiness Analytics +22

Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching

Mirela Botezatu, Jasmina Bogojeska, Ioana Giurgiu, +2

Document ClusteringEngineeringData ScienceData MiningSafety Science +13

On the adoption and impact of predictive analytics for server incident reduction

Ioana Giurgiu, D. Wiesmann, Jasmina Bogojeska, +5

IBM Journal of Research and Development

Software MaintenanceEngineeringBusiness IntelligencePrescriptive AnalyticsSoftware Engineering +23

Sustainable Logistics Management in the 21st Century Requires Wholeness Systems Thinking

David Holman, Pavel Wicher, Radim Lenort, +3

Sustainability

Logistics ProcessesEngineeringLogistics OptimizationResource Management (Sustainable Manufacturing)Transport Logistic +21

Impact of HW and OS type and currency on server availability derived from problem ticket analysis

Jasmina Bogojeska, Ioana Giurgiu, Dávid Lányi, +2

Software MaintenanceEngineeringBusiness IntelligenceBusiness AnalyticsProblem Ticket Analysis +25