Dorothea Wiesmann

According to our database1, Dorothea Wiesmann authored at least 24 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Large Language Models are Interpretable Learners.
CoRR, 2024

2021
IBM Predictive Analytics Reduces Server Downtime.
INFORMS J. Appl. Anal., 2021

ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2018
Transforming the IT Services Lifecycle with AI Technologies
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-94047-2, 2018

Building a cognitive platform for the managed IT services lifecycle.
IBM J. Res. Dev., 2018

Cost-Sensitive Learning for Predictive Maintenance.
CoRR, 2018

Transfer learning for server behavior classification in small IT environments.
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.
IBM J. Res. Dev., 2017

"Memory loss" in commodity hardware?: predicting DIMM failures with machine learning.
Proceedings of the 10th ACM International Systems and Storage Conference, 2017

Predicting DRAM reliability in the field with machine learning.
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.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015
Predictive Analytics for Server Incident Reduction.
ERCIM News, 2015

Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching.
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?
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Comprehensible Models for Reconfiguring Enterprise Relational Databases to Avoid Incidents.
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.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Hierarchical Incident Ticket Classification with Minimal Supervision.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics.
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.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013
Classifying server behavior and predicting impact of modernization actions.
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.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

2008
Probe-based ultrahigh-density storage technology.
IBM J. Res. Dev., 2008

2007
Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device.
IEEE J. Solid State Circuits, 2007

2003


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