| Calling the cloud: Enabling mobile phones as interfaces to cloud applications I Giurgiu, O Riva, D Juric, I Krivulev, G Alonso ACM/IFIP/USENIX International Conference on Distributed Systems Platforms …, 2009 | 447 | 2009 |
| Predicting disk replacement towards reliable data centers MM Botezatu, I Giurgiu, J Bogojeska, D Wiesmann Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 223 | 2016 |
| Failure analysis of virtual and physical machines: Patterns, causes and characteristics R Birke, I Giurgiu, LY Chen, D Wiesmann, T Engbersen 2014 44th Annual IEEE/IFIP International Conference on Dependable Systems …, 2014 | 137 | 2014 |
| Attention-based interpretability with concept transformers M Rigotti, C Miksovic, I Giurgiu, T Gschwind, P Scotton International conference on learning representations, 2021 | 110 | 2021 |
| Mtex-cnn: Multivariate time series explanations for predictions with convolutional neural networks R Assaf, I Giurgiu, F Bagehorn, A Schumann 2019 ieee international conference on data mining (icdm), 952-957, 2019 | 101 | 2019 |
| Dynamic software deployment from clouds to mobile devices I Giurgiu, O Riva, G Alonso ACM/IFIP/USENIX International Conference on Distributed Systems Platforms …, 2012 | 78 | 2012 |
| Predicting DRAM reliability in the field with machine learning I Giurgiu, J Szabo, D Wiesmann, J Bird Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Industrial …, 2017 | 66 | 2017 |
| Enabling efficient placement of virtual infrastructures in the cloud I Giurgiu, C Castillo, A Tantawi, M Steinder ACM/IFIP/USENIX International Conference on Distributed Systems Platforms …, 2012 | 41 | 2012 |
| Classifying server behavior and predicting impact of modernization actions J Bogojeska, D Lanyi, I Giurgiu, G Stark, D Wiesmann Proceedings of the 9th International Conference on Network and Service …, 2013 | 36 | 2013 |
| Additive explanations for anomalies detected from multivariate temporal data I Giurgiu, A Schumann Proceedings of the 28th acm international conference on information and …, 2019 | 35 | 2019 |
| System recommendations based on incident analysis J Bogojeska, I Giurgiu, D Lanyi, M Lucic, B Pfitzmann, GE Stark, ... US Patent 9,406,023, 2016 | 34 | 2016 |
| Multi-view incident ticket clustering for optimal ticket dispatching MM Botezatu, J Bogojeska, I Giurgiu, H Voelzer, D Wiesmann Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 23 | 2015 |
| Impact of HW and OS type and currency on server availability derived from problem ticket analysis J Bogojeska, I Giurgiu, D Lanyi, G Stark, D Wiesmann 2014 IEEE Network Operations and Management Symposium (NOMS), 1-9, 2014 | 22 | 2014 |
| Analysis of labor efforts and their impact factors to solve server incidents in datacenters I Giurgiu, J Bogojeska, S Nikolaiev, G Stark, D Wiesmann 2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2014 | 19 | 2014 |
| An anomaly detection and explainability framework using convolutional autoencoders for data storage systems R Assaf, I Giurgiu, J Pfefferle, S Monney, H Pozidis, A Schumann Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 16 | 2021 |
| On the adoption and impact of predictive analytics for server incident reduction I Giurgiu, D Wiesmann, J Bogojeska, D Lanyi, G Stark, RB Wallace, ... IBM Journal of Research and Development 61 (1), 9: 98-9: 109, 2017 | 15 | 2017 |
| Anomaly detection system F Pierri, I Giurgiu, M Serge, M Gusat US Patent 11,675,799, 2023 | 14 | 2023 |
| Explainable failure predictions with rnn classifiers based on time series data I Giurgiu, A Schumann arXiv preprint arXiv:1901.08554, 2019 | 13 | 2019 |
| Comprehensible models for reconfiguring enterprise relational databases to avoid incidents I Giurgiu, M Botezatu, D Wiesmann Proceedings of the 24th ACM International on Conference on Information and …, 2015 | 12 | 2015 |
| Do you know how to configure your enterprise relational database to reduce incidents? I Giurgiu, AD Almasi, D Wiesmann 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015 | 8 | 2015 |
