Dorothea Wiesmann

According to our database, Dorothea Wiesmann authored at least 24 papers between 2003 and 2024.

Collaborative distances:

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

2024

Large Language Models are Interpretable Learners.

Ruochen Wang, Si Si, Felix Yu, Dorothea Wiesmann, Cho-Jui Hsieh, Inderjit S. Dhillon

CoRR, 2024

2021

IBM Predictive Analytics Reduces Server Downtime.

Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann

INFORMS J. Appl. Anal., 2021

ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases.

Jasmina Bogojeska, David Lanyi, Mirela Botezatu, Dorothea Wiesmann

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2018

Transforming the IT Services Lifecycle with AI Technologies

Kristof Kloeckner, John Davis, Nicholas C. Fuller, Giovanni Lanfranchi, Stefan Pappe, Amit M. Paradkar, Larisa Shwartz, Maheswaran Surendra, Dorothea Wiesmann

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-94047-2, 2018

Building a cognitive platform for the managed IT services lifecycle.

Kristof Kloeckner, Constantin Adam, Nikos Anerousis, Naga Ayachitula, Muhammed Fatih Bulut, Gargi Dasgupta, Yu Deng, Yixin Diao, Nicholas C. Fuller, Sandeep Gopisetty, Milton Hernandez, Jinho Hwang, Pietro Iannucci, Anup K. Kalia, Giovanni Lanfranchi, David Lanyi, Heiko Ludwig, A. Mahamuni, Ruchi Mahindru, Fan Jing Meng, Hamid R. Motahari Nezhad, Karin Murthy, Taiga Nakamura, Amit M. Paradkar, Dennis A. Perpetua, Birgit Pfitzmann, Daniela Rosu, Larisa Shwartz, Zhong Su, Maheswaran Surendra, Shu Tao, Hagen Völzer, Maja Vukovic, Dorothea Wiesmann, S. Wozniak, Gary Wright, Jin Xiao, Sai Zeng

IBM J. Res. Dev., 2018

Cost-Sensitive Learning for Predictive Maintenance.

Stephan Spiegel, Fabian Müller, Dorothea Wiesmann, John Bird

CoRR, 2018

Transfer learning for server behavior classification in small IT environments.

Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

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

Hierarchical Incident Ticket Classification with Minimal Supervision.

Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 2014 IEEE International Conference on Data Mining, 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

Change Risk Expert: Leveraging advanced classification and risk management techniques for systematic change failure reduction.

Sinem Güven, Catalin-Mihai Barbu, Dirk Husemann, Dorothea Wiesmann

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

2008

Probe-based ultrahigh-density storage technology.

Aggeliki Pantazi, Abu Sebastian, Theodore Antonakopoulos, Peter Bächtold, Anthony R. Bonaccio, Jose Bonan, Giovanni Cherubini, Michel Despont, Richard A. DiPietro, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Walter Häberle, Christoph Hagleitner, James L. Hedrick, Daniel Jubin, Armin Knoll, Mark A. Lantz, John Pentarakis, Haralampos Pozidis, Russell C. Pratt, Hugo E. Rothuizen, Richard Stutz, Maria Varsamou, Dorothea Wiesmann, Evangelos Eleftheriou

IBM J. Res. Dev., 2008

2007

Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device.

Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Jan Lienemann, Dorothea Wiesmann, Giovanni Cherubini, Jan G. Korvink, Evangelos Eleftheriou

IEEE J. Solid State Circuits, 2007

2003

A Nanotechnology-based Approach to Data Storage.

Evangelos Eleftheriou, Peter Bächtold, Giovanni Cherubini, Ajay Dholakia, Christoph Hagleitner, Teddy Loeliger, Aggeliki Pantazi, Haralampos Pozidis, T. R. Albrecht, Gerd Karl Binnig, Michel Despont, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Daniel Jubin, Walter Häberle, Mark A. Lantz, Hugo E. Rothuizen, Richard Stutz, Peter Vettiger, Dorothea Wiesmann

Proceedings of 29th International Conference on Very Large Data Bases, 2003