Ioana Giurgiu

According to our database, Ioana Giurgiu authored at least 28 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Attention-based Interpretability with Concept Transformers.

Mattia Rigotti, Christoph Miksovic, Ioana Giurgiu, Thomas Gschwind, Paolo Scotton

Proceedings of the Tenth International Conference on Learning Representations, 2022

Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures.

Klára Janousková, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Active Learning for Imbalanced Civil Infrastructure Data.

Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

CCA: An ML Pipeline for Cloud Anomaly Troubleshooting.

Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik, Mitch Gusat

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

IBM Predictive Analytics Reduces Server Downtime.

Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann

INFORMS J. Appl. Anal., 2021

2020

From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering.

Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann

CoRR, 2020

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

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Explainable Failure Predictions with RNN Classifiers based on Time Series Data.

Ioana Giurgiu, Anika Schumann

CoRR, 2019

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

Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Additive Explanations for Anomalies Detected from Multivariate Temporal Data.

Ioana Giurgiu, Anika Schumann

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2017

On the adoption and impact of predictive analytics for server incident reduction.

Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, Rodney B. Wallace, Marcelo M. Pereira, Alexander A. Hidalgo

IBM J. Res. Dev., 2017

"Memory loss" in commodity hardware?: predicting DIMM failures with machine learning.

Ioana Giurgiu, Dorothea Wiesmann, John Bird

Proceedings of the 10th ACM International Systems and Storage Conference, 2017

Predicting DRAM reliability in the field with machine learning.

Ioana Giurgiu, Jácint Szabó, Dorothea Wiesmann, John Bird

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Industrial Track, Las Vegas, NV, USA, December 11, 2017

2016

Predicting Disk Replacement towards Reliable Data Centers.

Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Predictive Analytics for Server Incident Reduction.

Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, Dorothea Wiesmann

ERCIM News, 2015

Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching.

Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Do you know how to configure your enterprise relational database to reduce incidents?

Ioana Giurgiu, Adela-Diana Almasi, Dorothea Wiesmann

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents.

Ioana Giurgiu, Mirela Botezatu, Dorothea Wiesmann

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

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

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

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

Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters.

Ioana Giurgiu, Jasmina Bogojeska, Sergii Nikolaiev, George Stark, Dorothea Wiesmann

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

Classifying server behavior and predicting impact of modernization actions.

Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann

Proceedings of the 9th International Conference on Network and Service Management, 2013

2012

Integrating Cloud Applications with Mobile Devices: Design Principles and Performance Optimizations.

Ioana Giurgiu

PhD thesis, 2012

Understanding performance modeling for modular mobile-cloud applications.

Ioana Giurgiu

Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012

Dynamic Software Deployment from Clouds to Mobile Devices.

Ioana Giurgiu, Oriana Riva, Gustavo Alonso

Proceedings of the Middleware 2012, 2012

Enabling Efficient Placement of Virtual Infrastructures in the Cloud.

Ioana Giurgiu, Claris Castillo, Asser N. Tantawi, Malgorzata Steinder

Proceedings of the Middleware 2012, 2012

2009

Calling the Cloud: Enabling Mobile Phones as Interfaces to Cloud Applications.

Ioana Giurgiu, Oriana Riva, Dejan Juric, Ivan Krivulev, Gustavo Alonso

Proceedings of the Middleware 2009, ACM/IFIP/USENIX, 10th International Middleware Conference, Urbana, IL, USA, November 30, 2009

Semanta - Semantic Email in Action.

Simon Scerri, Ioana Giurgiu, Brian Davis, Siegfried Handschuh

Proceedings of the Semantic Web: Research and Applications, 2009