Dorothea Wiesmann

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Predictive Analytics

Intelligence Analysis

Top Venues

IBM J. Res. Dev.

Publications

Ruochen Wang, Si Si, Felix Yu, Dorothea Wiesmann, Cho-Jui Hsieh, Inderjit S. Dhillon
Large Language Models are Interpretable Learners. CoRR (2024)
Jasmina Bogojeska, David Lanyi, Mirela Botezatu, Dorothea Wiesmann
ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases. IM (2021)
Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann
IBM Predictive Analytics Reduces Server Downtime. INFORMS J. Appl. Anal. 51 (1) (2021)
Jasmina Bogojeska, Dorothea Wiesmann
Transfer learning for server behavior classification in small IT environments. NOMS (2018)
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) (2018)
Stephan Spiegel, Fabian Müller, Dorothea Wiesmann, John Bird
Cost-Sensitive Learning for Predictive Maintenance. CoRR (2018)
Ioana Giurgiu, Jácint Szabó, Dorothea Wiesmann, John Bird
Predicting DRAM reliability in the field with machine learning. Middleware Industry (2017)
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) (2017)
Ioana Giurgiu, Dorothea Wiesmann, John Bird
"Memory loss" in commodity hardware?: predicting DIMM failures with machine learning. SYSTOR (2017)
Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann
Predicting Disk Replacement towards Reliable Data Centers. KDD (2016)
Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann
Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching. KDD (2015)
Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, Dorothea Wiesmann
Predictive Analytics for Server Incident Reduction. ERCIM News 2015 (102) (2015)
Ioana Giurgiu, Adela-Diana Almasi, Dorothea Wiesmann
Do you know how to configure your enterprise relational database to reduce incidents? IM (2015)
Ioana Giurgiu, Mirela Botezatu, Dorothea Wiesmann
Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents. CIKM (2015)
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)
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)
Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann
Hierarchical Incident Ticket Classification with Minimal Supervision. ICDM (2014)
Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen
Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. DSN (2014)
Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann
Classifying server behavior and predicting impact of modernization actions. CNSM (2013)
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)
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) (2008)
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) (2007)
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)
Evangelos Eleftheriou, Peter Bächtold, Giovanni Cherubini, Ajay Dholakia, Christoph Hagleitner, T. 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)