Ioana Giurgiu

39 papers A* 7A 6B 6Misc 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Learned Cost Model-based Cross-engine Optimizer for SQL Workloads.
CoRR
András Strausz, Niels Pardon, Ioana Giurgiu
2025 J jnl
AI Risk Atlas: Taxonomy and Tooling for Navigating AI Risks and Resources.
CoRR
Frank Bagehorn, Kristina Brimijoin, Elizabeth M. Daly, Jessica He, Michael Hind, Luis Garcés-Erice, Christopher Giblin, Ioana Giurgiu, Jacquelyn Martino, Rahul Nair, David Piorkowski, Ambrish Rawat, John T. Richards, Sean Rooney, Dhaval Salwala, Seshu Tirupathi, Peter Urbanetz, Kush R. Varshney, Inge Vejsbjerg, Mira L. Wolf-Bauwens
2025 J jnl
Are Bias Evaluation Methods Biased ?
CoRR
Lina Berrayana, Sean Rooney, Luis Garcés-Erice, Ioana Giurgiu
2025 J jnl
Bootstrapping Learned Cost Models with Synthetic SQL Queries.
CoRR
Michael Nidd, Christoph Miksovic, Thomas Gschwind, Francesco Fusco, Andrea Giovannini, Ioana Giurgiu
2025 J jnl
Query Optimization Beyond Data Systems: The Case for Multi-Agent Systems.
CoRR
Zoi Kaoudi, Ioana Giurgiu
2025 J jnl
Supporting Dynamic Agentic Workloads: How Data and Agents Interact.
CoRR
Ioana Giurgiu, Michael Nidd
2024 J jnl
MC Layer Normalization for calibrated uncertainty in Deep Learning.
Trans. Mach. Learn. Res.
Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi, Rong J. B. Zhu, Mattia Rigotti
2024 A* conf
Probabilistic Feature Matching for Fast Scalable Visual Prompting.
IJCAI
Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccolò 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
2024 J jnl
Usage Governance Advisor: from Intent to AI Governance.
CoRR
Elizabeth M. Daly, Sean Rooney, Seshu Tirupathi, Luis Garcés-Erice, Inge Vejsbjerg, Frank Bagehorn, Dhaval Salwala, Christopher Giblin, Mira L. Wolf-Bauwens, Ioana Giurgiu, Michael Hind, Peter Urbanetz
2022 — conf
Active Learning for Imbalanced Civil Infrastructure Data.
ECCV Workshops (7)
Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi
2022 J jnl
Active Learning for Imbalanced Civil Infrastructure Data.
CoRR
Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi
2022 A* conf
Attention-based Interpretability with Concept Transformers.
ICLR
Mattia Rigotti, Christoph Miksovic, Ioana Giurgiu, Thomas Gschwind, Paolo Scotton
2022 A* conf
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting.
AAAI
Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik, Mitch Gusat
2022 — conf
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures.
ECCV Workshops (7)
Klára Janousková, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi
2022 J jnl
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures.
CoRR
Klára Janousková, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi
2021 J jnl
IBM Predictive Analytics Reduces Server Downtime.
INFORMS J. Appl. Anal.
Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann
2020 A* conf
An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems.
IJCAI
Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann
2020 J jnl
From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering.
CoRR
Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann
2019 A conf
Additive Explanations for Anomalies Detected from Multivariate Temporal Data.
CIKM
Ioana Giurgiu, Anika Schumann
2019 J jnl
Explainable Failure Predictions with RNN Classifiers based on Time Series Data.
CoRR
Ioana Giurgiu, Anika Schumann
2019 A* conf
MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks.
ICDM
Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann
2017 Misc conf
"Memory loss" in commodity hardware?: predicting DIMM failures with machine learning.
SYSTOR
Ioana Giurgiu, Dorothea Wiesmann, John Bird
2017 J jnl
On the adoption and impact of predictive analytics for server incident reduction.
IBM J. Res. Dev.
Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, Rodney B. Wallace, Marcelo M. Pereira, Alexander A. Hidalgo
2017 — conf
Predicting DRAM reliability in the field with machine learning.
Middleware Industry
Ioana Giurgiu, Jácint Szabó, Dorothea Wiesmann, John Bird
2016 A* conf
Predicting Disk Replacement towards Reliable Data Centers.
KDD
Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann
2015 A conf
Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents.
CIKM
Ioana Giurgiu, Mirela Botezatu, Dorothea Wiesmann
2015 B conf
Do you know how to configure your enterprise relational database to reduce incidents?
IM
Ioana Giurgiu, Adela-Diana Almasi, Dorothea Wiesmann
2015 A* conf
Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching.
KDD
Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann
2015 J jnl
Predictive Analytics for Server Incident Reduction.
ERCIM News
Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, Dorothea Wiesmann
2014 B conf
Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters.
CCGRID
Ioana Giurgiu, Jasmina Bogojeska, Sergii Nikolaiev, George Stark, Dorothea Wiesmann
2014 A conf
Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics.
DSN
Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen
2014 B conf
Impact of HW and OS type and currency on server availability derived from problem ticket analysis.
NOMS
Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, George Stark, Dorothea Wiesmann
2013 B conf
Classifying server behavior and predicting impact of modernization actions.
CNSM
Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann
2012 A conf
Dynamic Software Deployment from Clouds to Mobile Devices.
Middleware
Ioana Giurgiu, Oriana Riva, Gustavo Alonso
2012 A conf
Enabling Efficient Placement of Virtual Infrastructures in the Cloud.
Middleware
Ioana Giurgiu, Claris Castillo, Asser N. Tantawi, Malgorzata Steinder
2012 — —
Integrating Cloud Applications with Mobile Devices: Design Principles and Performance Optimizations.
Ioana Giurgiu
2012 B conf
Understanding performance modeling for modular mobile-cloud applications.
ICPE
Ioana Giurgiu
2009 A conf
Calling the Cloud: Enabling Mobile Phones as Interfaces to Cloud Applications.
Middleware
Ioana Giurgiu, Oriana Riva, Dejan Juric, Ivan Krivulev, Gustavo Alonso
2009 B conf
Semanta - Semantic Email in Action.
ESWC
Simon Scerri, Ioana Giurgiu, Brian Davis, Siegfried Handschuh