Ioana Giurgiu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
15
Active years
2009–2025
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | VLDB | Bootstrapping Learned Cost Models with Synthetic SQL Queries. | Michael Nidd, Christoph Miksovic, Thomas Gschwind, Francesco Fusco, Andrea Giovannini, Ioana Giurgiu |
| 2025 | VLDB | A Learned Cost Model-based Cross-engine Optimizer for SQL Workloads. | Andrs Strausz, Niels Pardon, Ioana Giurgiu |
| 2024 | IJCAI | Probabilistic Feature Matching for Fast Scalable Visual Prompting. | Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccol Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti |
| 2022 | AAAI | CCA: An ML Pipeline for Cloud Anomaly Troubleshooting. | Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik, Mitch Gusat |
| 2022 | ECCV | Active Learning for Imbalanced Civil Infrastructure Data. | Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi |
| 2022 | ECCV | Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures. | Klra Janouskov, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi |
| 2022 | ICLR | Attention-based Interpretability with Concept Transformers. | Mattia Rigotti, Christoph Miksovic, Ioana Giurgiu, Thomas Gschwind, Paolo Scotton |
| 2020 | IJCAI | An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems. | Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann |
| 2019 | CIKM | Additive Explanations for Anomalies Detected from Multivariate Temporal Data. | Ioana Giurgiu, Anika Schumann |
| 2019 | ICDM | MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. | Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann |
| 2017 | Middleware | Predicting DRAM reliability in the field with machine learning. | Ioana Giurgiu, Jcint Szab, Dorothea Wiesmann, John Bird |
| 2017 | SYSTOR | "Memory loss" in commodity hardware?: predicting DIMM failures with machine learning. | Ioana Giurgiu, Dorothea Wiesmann, John Bird |
| 2016 | KDD | Predicting Disk Replacement towards Reliable Data Centers. | Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann |
| 2015 | CIKM | Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents. | Ioana Giurgiu, Mirela Botezatu, Dorothea Wiesmann |
| 2015 | IM | Do you know how to configure your enterprise relational database to reduce incidents? | Ioana Giurgiu, Adela-Diana Almasi, Dorothea Wiesmann |
| 2015 | KDD | Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching. | Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Vlzer, Dorothea Wiesmann |
| 2014 | CCGRID | Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters. | Ioana Giurgiu, Jasmina Bogojeska, Sergii Nikolaiev, George Stark, Dorothea Wiesmann |
| 2014 | DSN | Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. | Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen |
| 2014 | NOMS | Impact of HW and OS type and currency on server availability derived from problem ticket analysis. | Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, George Stark, Dorothea Wiesmann |
| 2013 | CNSM | Classifying server behavior and predicting impact of modernization actions. | Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann |
| 2012 | Middleware | Enabling Efficient Placement of Virtual Infrastructures in the Cloud. | Ioana Giurgiu, Claris Castillo, Asser N. Tantawi, Malgorzata Steinder |
| 2012 | Middleware | Dynamic Software Deployment from Clouds to Mobile Devices. | Ioana Giurgiu, Oriana Riva, Gustavo Alonso |
| 2009 | Middleware | Calling the Cloud: Enabling Mobile Phones as Interfaces to Cloud Applications. | Ioana Giurgiu, Oriana Riva, Dejan Juric, Ivan Krivulev, Gustavo Alonso |