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ORCIDDorothea Wiesmann
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2020 – today
- 2024
[i3]Ruochen Wang, Si Si, Felix Yu, Dorothea Wiesmann, Cho-Jui Hsieh, Inderjit S. Dhillon:
Large Language Models are Interpretable Learners. CoRR abs/2406.17224 (2024)- 2021
- [j5]Jasmina Bogojeska
, Ioana Giurgiu, George Stark, Dorothea Wiesmann:
IBM Predictive Analytics Reduces Server Downtime. INFORMS J. Appl. Anal. 51(1): 63-75 (2021) - [c16]Jasmina Bogojeska, David Lanyi, Mirela Botezatu, Dorothea Wiesmann:
ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases. IM 2021: 233-240
2010 – 2019
- 2018
- [b1]Kristof Kloeckner, John Davis, Nicholas C. Fuller, Giovanni Lanfranchi, Stefan Pappe, Amit M. Paradkar, Larisa Shwartz, Maheswaran Surendra, Dorothea Wiesmann:
Transforming the IT Services Lifecycle with AI Technologies. Springer Briefs in Computer Science, Springer 2018, ISBN 978-3-319-94047-2, pp. 1-100 - [j4]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:
Building a cognitive platform for the managed IT services lifecycle. IBM J. Res. Dev. 62(1): 8:1-8:11 (2018) - [c15]Jasmina Bogojeska, Dorothea Wiesmann:
Transfer learning for server behavior classification in small IT environments. NOMS 2018: 1-9 - [i2]Stephan Spiegel, Fabian Müller, Dorothea Wiesmann, John Bird:
Cost-Sensitive Learning for Predictive Maintenance. CoRR abs/1809.10979 (2018) - 2017
- [j3]Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, Rodney B. Wallace, Marcelo M. Pereira, Alexander A. Hidalgo:
On the adoption and impact of predictive analytics for server incident reduction. IBM J. Res. Dev. 61(1): 9:98-9:109 (2017) - [c14]Ioana Giurgiu, Jácint Szabó, Dorothea Wiesmann, John Bird:
Predicting DRAM reliability in the field with machine learning. Middleware Industry 2017: 15-21 - [c13]Ioana Giurgiu, Dorothea Wiesmann, John Bird:
"Memory loss" in commodity hardware?: predicting DIMM failures with machine learning. SYSTOR 2017: 18:1 - 2016
- [c12]Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann:
Predicting Disk Replacement towards Reliable Data Centers. KDD 2016: 39-48 - 2015
- [c11]Ioana Giurgiu, Mirela Botezatu, Dorothea Wiesmann:
Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents. CIKM 2015: 1371-1380 - [c10]Ioana Giurgiu, Adela-Diana Almasi, Dorothea Wiesmann:
Do you know how to configure your enterprise relational database to reduce incidents? IM 2015: 339-347 - [c9]Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann:
Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching. KDD 2015: 1711-1720 - [i1]Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, Dorothea Wiesmann:
Predictive Analytics for Server Incident Reduction. ERCIM News 2015(102) (2015) - 2014
- [c8]Ioana Giurgiu, Jasmina Bogojeska, Sergii Nikolaiev, George Stark, Dorothea Wiesmann:
Analysis of Labor Efforts and their Impact Factors to Solve Server Incidents in Datacenters. CCGRID 2014: 424-433 - [c7]Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen:
Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. DSN 2014: 1-12 - [c6]Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann:
Hierarchical Incident Ticket Classification with Minimal Supervision. ICDM 2014: 923-928 - [c5]Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, George Stark, Dorothea Wiesmann:
Impact of HW and OS type and currency on server availability derived from problem ticket analysis. NOMS 2014: 1-9 - 2013
- [c4]Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann:
Classifying server behavior and predicting impact of modernization actions. CNSM 2013: 59-66 - 2012
- [c3]Sinem Güven, Catalin-Mihai Barbu, Dirk Husemann, Dorothea Wiesmann:
Change Risk Expert: Leveraging advanced classification and risk management techniques for systematic change failure reduction. NOMS 2012: 795-809
2000 – 2009
- 2008
- [j2]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:
Probe-based ultrahigh-density storage technology. IBM J. Res. Dev. 52(4-5): 493-512 (2008) - 2007
- [j1]Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Jan Lienemann, Dorothea Wiesmann, Giovanni Cherubini, Jan G. Korvink, Evangelos Eleftheriou:
Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device. IEEE J. Solid State Circuits 42(8): 1779-1789 (2007) - 2006
- [c2]Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Dorothea Wiesmann, Jan Lienemann, Jan G. Korvink, Giovanni Cherubini, Evangelos Eleftheriou:
Modeling, Design, and Verification for the Analog Front-end of a MEMS-based Parallel Scanning-probe Storage Device. CICC 2006: 193-196 - 2003
- [c1]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:
A Nanotechnology-based Approach to Data Storage. VLDB 2003: 3-7
Coauthor Index
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