Ioana Giurgiu

Predicting Disk Replacement towards Reliable Data Centers

Mirela Botezatu, Ioana Giurgiu, Jasmina Bogojeska et al. · 2016 · 160 citations

Software Maintenance, Cluster Computing, Engineering +20

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

Robert Birke, Ioana Giurgiu, Lydia Y. Chen et al. · 2014 · 98 citations

Software Maintenance, Cluster Computing, Availability +23

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

Roy Assaf, Ioana Giurgiu, Frank Bagehorn et al. · 2019 · 56 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Predicting DRAM reliability in the field with machine learning

Ioana Giurgiu, Jácint Szabó, D. Wiesmann et al. · 2017 · 45 citations

Engineering, Machine Learning, Fault Forecasting +21

Additive Explanations for Anomalies Detected from Multivariate Temporal Data

Ioana Giurgiu, Anika Schumann · 2019 · 28 citations

Anomaly Detection, Machine Learning, Engineering +18