Ioana Giurgiu

948 total citations
22 papers, 368 citations indexed

About

Ioana Giurgiu is a scholar working on Computer Networks and Communications, Information Systems and Artificial Intelligence. According to data from OpenAlex, Ioana Giurgiu has authored 22 papers receiving a total of 368 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computer Networks and Communications, 12 papers in Information Systems and 8 papers in Artificial Intelligence. Recurrent topics in Ioana Giurgiu's work include Software System Performance and Reliability (7 papers), Cloud Computing and Resource Management (6 papers) and Network Security and Intrusion Detection (4 papers). Ioana Giurgiu is often cited by papers focused on Software System Performance and Reliability (7 papers), Cloud Computing and Resource Management (6 papers) and Network Security and Intrusion Detection (4 papers). Ioana Giurgiu collaborates with scholars based in Switzerland, United States and Romania. Ioana Giurgiu's co-authors include D. Wiesmann, Jasmina Bogojeska, Anika Schumann, Lydia Y. Chen, Robert Birke, Ton Engbersen, Jácint Szabó, Dávid Lányi, Viorica Rozina Chifu and Ioan Salomie and has published in prestigious journals such as Sustainability, IBM Journal of Research and Development and Proceedings of the AAAI Conference on Artificial Intelligence.

In The Last Decade

Ioana Giurgiu

21 papers receiving 352 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Ioana Giurgiu Switzerland 9 236 167 148 48 30 22 368
Kai Sachs Germany 11 276 1.2× 182 1.1× 89 0.6× 21 0.4× 24 0.8× 29 350
Sara Bouchenak France 12 263 1.1× 227 1.4× 142 1.0× 13 0.3× 17 0.6× 52 415
Nelson Mimura Gonzalez Brazil 8 174 0.7× 305 1.8× 144 1.0× 13 0.3× 26 0.9× 24 391
Tania Lorido-Botrán Spain 6 484 2.1× 462 2.8× 138 0.9× 14 0.3× 24 0.8× 7 587
Renata Borovica‐Gajic Australia 10 227 1.0× 93 0.6× 98 0.7× 29 0.6× 109 3.6× 34 325
Richard Brice United States 8 250 1.1× 164 1.0× 239 1.6× 25 0.5× 75 2.5× 22 412
Philipp Andelfinger Germany 9 140 0.6× 82 0.5× 55 0.4× 72 1.5× 7 0.2× 44 278
Ioannis Konstantinou Greece 14 459 1.9× 364 2.2× 201 1.4× 48 1.0× 52 1.7× 51 581
Nilabja Roy United States 6 373 1.6× 377 2.3× 90 0.6× 14 0.3× 15 0.5× 11 461

Countries citing papers authored by Ioana Giurgiu

Since Specialization
Citations

This map shows the geographic impact of Ioana Giurgiu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ioana Giurgiu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ioana Giurgiu more than expected).

Fields of papers citing papers by Ioana Giurgiu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ioana Giurgiu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ioana Giurgiu. The network helps show where Ioana Giurgiu may publish in the future.

Co-authorship network of co-authors of Ioana Giurgiu

This figure shows the co-authorship network connecting the top 25 collaborators of Ioana Giurgiu. A scholar is included among the top collaborators of Ioana Giurgiu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ioana Giurgiu. Ioana Giurgiu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Giurgiu, Ioana, et al.. (2022). CCA: An ML Pipeline for Cloud Anomaly Troubleshooting. Proceedings of the AAAI Conference on Artificial Intelligence. 36(11). 13167–13169. 1 indexed citations
2.
3.
4.
Giurgiu, Ioana, et al.. (2019). MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. Zenodo (CERN European Organization for Nuclear Research). 952–957. 33 indexed citations
5.
Schumann, Anika, et al.. (2019). On Evaluating Explainability Algorithms. 1 indexed citations
6.
Giurgiu, Ioana & Anika Schumann. (2019). Additive Explanations for Anomalies Detected from Multivariate Temporal Data. 2245–2248. 18 indexed citations
7.
Holman, David, et al.. (2018). Sustainable Logistics Management in the 21st Century Requires Wholeness Systems Thinking. Sustainability. 10(12). 4392–4392. 8 indexed citations
8.
Giurgiu, Ioana, et al.. (2017). Predicting DRAM reliability in the field with machine learning. 15–21. 35 indexed citations
9.
Giurgiu, Ioana, et al.. (2017). On the adoption and impact of predictive analytics for server incident reduction. IBM Journal of Research and Development. 61(1). 9:98–9:109. 10 indexed citations
10.
Giurgiu, Ioana, et al.. (2016). Predicting Disk Replacement towards Reliable Data Centers. 39–48. 117 indexed citations
11.
Giurgiu, Ioana, et al.. (2015). Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents. 1371–1380. 5 indexed citations
12.
Giurgiu, Ioana, et al.. (2015). Do you know how to configure your enterprise relational database to reduce incidents?. 2. 339–347. 4 indexed citations
13.
Birke, Robert, Ioana Giurgiu, Lydia Y. Chen, D. Wiesmann, & Ton Engbersen. (2014). Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. 1–12. 70 indexed citations
14.
Giurgiu, Ioana, et al.. (2014). Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters. 8. 424–433. 8 indexed citations
15.
Bogojeska, Jasmina, et al.. (2014). Impact of HW and OS type and currency on server availability derived from problem ticket analysis. 1–9. 10 indexed citations
16.
Bogojeska, Jasmina, et al.. (2013). Classifying server behavior and predicting impact of modernization actions. 59–66. 20 indexed citations
17.
Giurgiu, Ioana. (2012). Understanding performance modeling for modular mobile-cloud applications. 259–262. 3 indexed citations
18.
Salomie, Ioan, et al.. (2008). SAWS: A tool for semantic annotation of web services. 387–392. 6 indexed citations
19.
Giurgiu, Ioana, et al.. (2007). Evidence Combination for Baseline Accuracy Determination. 41–48. 2 indexed citations
20.
Ungur, Rodica Ana, et al.. (2001). Implications of low-power He-Ne laser and monochromatic red light biostimulation in the metabolism of proteins and glucosides. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4430. 684–684. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Kai Sachs Breakdown of academic impact, for papers by Sara Bouchenak Breakdown of academic impact, for papers by Nelson Mimura Gonzalez Breakdown of academic impact, for papers by Tania Lorido-Botrán Breakdown of academic impact, for papers by Renata Borovica‐Gajic Breakdown of academic impact, for papers by Richard Brice Breakdown of academic impact, for papers by Philipp Andelfinger Breakdown of academic impact, for papers by Ioannis Konstantinou Breakdown of academic impact, for papers by Nilabja Roy
Rankless by CCL
2026