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André Bauer
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 23
Top Topics
Literature Review
Linear Regression
Change Point
Group Communication
Top Venues
CoRR
ICPE (Companion)
ICPE
SSP
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Publications
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Nathaniel Hudson
,
J. Gregory Pauloski
,
Matt Baughman
,
Alok Kamatar
,
Mansi Sakarvadia
,
Logan T. Ward
,
Ryan Chard
,
André Bauer
,
Maksim Levental
,
Wenyi Wang
,
Will Engler
,
Owen Price Skelly
,
Ben Blaiszik
,
Rick Stevens
,
Kyle Chard
,
Ian T. Foster
Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
CoRR
(2024)
André Bauer
,
Simon Trapp
,
Michael Stenger
,
Robert Leppich
,
Samuel Kounev
,
Mark Leznik
,
Kyle Chard
,
Ian T. Foster
Comprehensive Exploration of Synthetic Data Generation: A Survey.
CoRR
(2024)
André Bauer
,
Mark Leznik
,
Michael Stenger
,
Robert Leppich
,
Nikolas Herbst
,
Samuel Kounev
,
Ian T. Foster
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field.
CoRR
(2023)
Thomas Prantl
,
Simon Engel
,
Lukas Horn
,
Dennis Kaiser
,
Lukas Iffländer
,
André Bauer
,
Christian Krupitzer
,
Samuel Kounev
Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example.
ISPEC
(2023)
Martin Straesser
,
Jonas Mathiasch
,
André Bauer
,
Samuel Kounev
A Systematic Approach for Benchmarking of Container Orchestration Frameworks.
ICPE
(2023)
Mansi Sakarvadia
,
Aswathy Ajith
,
Arham Khan
,
Daniel Grzenda
,
Nathaniel Hudson
,
André Bauer
,
Kyle Chard
,
Ian T. Foster
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models.
CoRR
(2023)
André Bauer
,
Martin Straesser
,
Mark Leznik
,
Lukas Beierlieb
,
Marius Hadry
,
Nathaniel Hudson
,
Kyle Chard
,
Samuel Kounev
,
Ian T. Foster
Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs.
ICPE (Companion)
(2023)
Martin Straesser
,
André Bauer
,
Robert Leppich
,
Nikolas Herbst
,
Kyle Chard
,
Ian T. Foster
,
Samuel Kounev
An Empirical Study of Container Image Configurations and Their Impact on Start Times.
CCGrid
(2023)
Lukas Beierlieb
,
André Bauer
,
Robert Leppich
,
Lukas Iffländer
,
Samuel Kounev
Efficient Data Processing: Assessing the Performance of Different Programming Languages.
ICPE (Companion)
(2023)
Mansi Sakarvadia
,
Arham Khan
,
Aswathy Ajith
,
Daniel Grzenda
,
Nathaniel Hudson
,
André Bauer
,
Kyle Chard
,
Ian T. Foster
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.
CoRR
(2023)
Martin Straesser
,
Simon Eismann
,
Jóakim von Kistowski
,
André Bauer
,
Samuel Kounev
Autoscaler Evaluation and Configuration: A Practitioner's Guideline.
ICPE
(2023)
Thomas Prantl
,
André Bauer
,
Lukas Iffländer
,
Christian Krupitzer
,
Samuel Kounev
Recommendation of secure group communication schemes using multi-objective optimization.
Int. J. Inf. Sec.
22 (5) (2023)
Veronika Lesch
,
Marwin Züfle
,
André Bauer
,
Lukas Iffländer
,
Christian Krupitzer
,
Samuel Kounev
A literature review of IoT and CPS - What they are, and what they are not.
J. Syst. Softw.
200 (2023)
Matt Baughman
,
Nathaniel Hudson
,
Ryan Chard
,
André Bauer
,
Ian T. Foster
,
Kyle Chard
Tournament-Based Pretraining to Accelerate Federated Learning.
SC Workshops
(2023)
Jonas Köhler
,
André Bauer
,
Andreas J. Dietz
,
Claudia Kuenzer
Towards Forecasting Future Snow Cover Dynamics in the European Alps - The Potential of Long Optical Remote-Sensing Time Series.
Remote. Sens.
14 (18) (2022)
Mark Leznik
,
Md Shahriar Iqbal
,
Igor Trubin
,
Arne Lochner
,
Pooyan Jamshidi
,
André Bauer
Change Point Detection for MongoDB Time Series Performance Regression.
ICPE (Companion)
(2022)
Thomas Prantl
,
Simon Engel
,
André Bauer
,
Ala Eddine Ben Yahya
,
Stefan Herrnleben
,
Lukas Iffländer
,
Alexandra Dmitrienko
,
Samuel Kounev
An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case.
VTC Spring
(2022)
André Bauer
,
Martin Straesser
,
Lukas Beierlieb
,
Maximilian Meissner
,
Samuel Kounev
Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning: Data Challenge Paper.
ICPE (Companion)
(2022)
Thomas Prantl
,
Timo Zeck
,
André Bauer
,
Peter Ten
,
Dominik Prantl
,
Ala Eddine Ben Yahya
,
Lukas Iffländer
,
Alexandra Dmitrienko
,
Christian Krupitzer
,
Samuel Kounev
A Survey on Secure Group Communication Schemes With Focus on IoT Communication.
IEEE Access
10 (2022)
André Bauer
,
Mark Leznik
,
Md Shahriar Iqbal
,
Daniel Seybold
,
Igor Trubin
,
Benjamin Erb
,
Jörg Domaschka
,
Pooyan Jamshidi
SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper.
ICPE (Companion)
(2022)
Mark Leznik
,
Johannes Grohmann
,
Nina Kliche
,
André Bauer
,
Daniel Seybold
,
Simon Eismann
,
Samuel Kounev
,
Jörg Domaschka
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity.
ICPE
(2022)
Martin Straesser
,
Johannes Grohmann
,
Jóakim von Kistowski
,
Simon Eismann
,
André Bauer
,
Samuel Kounev
Why Is It Not Solved Yet?: Challenges for Production-Ready Autoscaling.
ICPE
(2022)
Dennis Kaiser
,
Bohdan Dovhan
,
André Bauer
,
Samuel Kounev
Towards Splitting Monolithic Workflows Into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain (Poster).
SSP
(2021)