André Bauer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 36

Top Topics

Mathematical Functions

Encryption Scheme

Scientific Fields

Group Communication

Top Venues

ICPE (Companion)

Int. J. Inf. Sec.

Publications

Thomas Prantl, Marco Lauer, Lukas Horn, Simon Engel, David Dingel, André Bauer, Christian Krupitzer, Samuel Kounev
Security Analysis of a Decentralized, Revocable and Verifiable Attribute-Based Encryption Scheme. ARES (2024)
Alok Kamatar, Valérie Hayot-Sasson, Yadu N. Babuji, André Bauer, Gourav Rattihalli, Ninad Hogade, Dejan S. Milojicic, Kyle Chard, Ian T. Foster
Enhancing Energy Efficiency with Multi-Site Scheduling Strategies. IPDPS (Workshops) (2024)
Alok Kamatar, Valérie Hayot-Sasson, Yadu N. Babuji, André Bauer, Gourav Rattihalli, Ninad Hogade, Dejan S. Milojicic, Kyle Chard, Ian T. Foster
GreenFaaS: Maximizing Energy Efficiency of HPC Workloads with FaaS. CoRR (2024)
Haochen Pan, Ryan Chard, Sicheng Zhou, Alok Kamatar, Rafael Vescovi, Valérie Hayot-Sasson, André Bauer, Maxime Gonthier, Kyle Chard, Ian Foster
Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing. CoRR (2024)
Michael Stenger, Robert Leppich, Ian T. Foster, Samuel Kounev, André Bauer
Evaluation is key: a survey on evaluation measures for synthetic time series. J. Big Data 11 (1) (2024)
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, Haochen Pan, Ryan Chard, Yadu N. Babuji, Josh Bryan, Devesh Tiwari, Ian T. Foster, Kyle Chard
The globus compute dataset: An open function-as-a-service dataset from the edge to the cloud. Future Gener. Comput. Syst. 153 (2024)
J. Gregory Pauloski, Valérie Hayot-Sasson, Logan T. Ward, Alexander Brace, André Bauer, Kyle Chard, Ian T. Foster
Object Proxy Patterns for Accelerating Distributed Applications. CoRR (2024)
Thomas Prantl, Lukas Horn, Simon Engel, Lukas Iffländer, Lukas Beierlieb, Christian Krupitzer, André Bauer, Mansi Sakarvadia, Ian T. Foster, Samuel Kounev
De Bello Homomorphico: Investigation of the extensibility of the OpenFHE library with basic mathematical functions by means of common approaches using the example of the CKKS cryptosystem. Int. J. Inf. Sec. 23 (2) (2024)
André Bauer, Timo Dittus, Martin Straesser, Alok Kamatar, Matt Baughman, Lukas Beierlieb, Marius Hadry, Daniel Grillmeyer, Yannik Lubas, Samuel Kounev, Ian T. Foster, Kyle Chard
Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis. ICPE (Companion) (2024)
Michael Stenger, André Bauer, Thomas Prantl, Robert Leppich, Nathaniel Hudson, Kyle Chard, Ian T. Foster, Samuel Kounev
Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis. ACM J. Data Inf. Qual. 16 (2) (2024)
Eamon Duede, William B. Dolan, André Bauer, Ian T. Foster, Karim R. Lakhani
Oil & Water? Diffusion of AI Within and Across Scientific Fields. 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)
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. BDCAT (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)
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. BlackboxNLP@EMNLP (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)