Jan S. Rellermeyer

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 35

Top Topics

Data Processing

Drift Detection

Top Venues

SPLASH (Companion Volume)

Publications

Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
McUDI: Model-Centric Unsupervised Degradation Indicator for Failure Prediction AIOps Solutions. CoRR (2024)
Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World. CAIN (2024)
Julian Reichinger, Thomas Krismayer, Jan S. Rellermeyer
DynaWarp - Efficient, large-scale log storage and retrieval. CoRR (2024)
Stefan Petrescu, Floris den Hengst, Alexandru Uta, Jan S. Rellermeyer
Log Parsing Evaluation in the Era of Modern Software Systems. CoRR (2023)
Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques. GREENS@ICSE (2023)
Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
Maintaining and Monitoring AIOps Models Against Concept Drift. CAIN (2023)
Stefan Petrescu, Diego Albo Martínez, Jan S. Rellermeyer
Toward Competitive Serverless Deep Learning. DICG@Middleware (2023)
Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
Maintenance Techniques for Anomaly Detection AIOps Solutions. CoRR (2023)
Jasper A. Hasenoot, Jan S. Rellermeyer, Alexandru Uta
The Performance of Distributed Applications: A Traffic Shaping Perspective. ICPE (2023)
Stefan Petrescu, Floris den Hengst, Alexandru Uta, Jan S. Rellermeyer
Log Parsing Evaluation in the Era of Modern Software Systems. ISSRE (2023)
Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer
Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study. CoRR (2022)
Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer
Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study. Big Data (2022)
Alexandru Iosup, Fernando Kuipers, Ana Lucia Varbanescu, Paola Grosso, Animesh Trivedi, Jan S. Rellermeyer, Lin Wang, Alexandru Uta, Francesco Regazzoni
Future Computer Systems and Networking Research in the Netherlands: A Manifesto. CoRR (2022)
Alexandru Uta, Bogdan Ghit, Ankur Dave, Jan S. Rellermeyer, Peter A. Boncz
In-Memory Indexed Caching for Distributed Data Processing. IPDPS (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Vincent van Rijn, Jan S. Rellermeyer
A fresh look at the architecture and performance of contemporary isolation platforms. Middleware (2021)
Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li
SGD$\_$_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Alexandru Uta, Bogdan Ghit, Ankur Dave, Jan S. Rellermeyer, Peter A. Boncz
In-Memory Indexed Caching for Distributed Data Processing. CoRR (2021)
Vincent van Rijn, Jan S. Rellermeyer
A Fresh Look at the Architecture and Performance of Contemporary Isolation Platforms. CoRR (2021)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Yuanhao Xie, Luis Cruz, Petra Heck, Jan S. Rellermeyer
Systematic Mapping Study on the Machine Learning Lifecycle. WAIN@ICSE (2021)
Yuanhao Xie, Luis Cruz, Petra Heck, Jan S. Rellermeyer
Systematic Mapping Study on the Machine Learning Lifecycle. CoRR (2021)
Yapeng Jasper Hu, Ralph van Gurp, Ashay Somai, Hugo Kooijman, Jan S. Rellermeyer
RCURRENCY: Live Digital Asset Trading Using a Recurrent Neural Network-based Forecasting System. CoRR (2021)
Joost Verbraeken, Matthijs Wolting, Jonathan Katzy, Jeroen Kloppenburg, Tim Verbelen, Jan S. Rellermeyer
A Survey on Distributed Machine Learning. ACM Comput. Surv. 53 (2) (2020)
Alexandru Uta, Alexandru Custura, Dmitry Duplyakin, Ivo Jimenez, Jan S. Rellermeyer, Carlos Maltzahn, Robert Ricci, Alexandru Iosup
Is Big Data Performance Reproducible in Modern Cloud Networks? NSDI (2020)
Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. CoRR (2020)
Joost Verbraeken, Matthijs Wolting, Jonathan Katzy, Jeroen Kloppenburg, Tim Verbelen, Jan S. Rellermeyer
A Survey on Distributed Machine Learning. CoRR (2019)
Sobhan Omranian Khorasani, Jan S. Rellermeyer, Dick H. J. Epema
Self-adaptive Executors for Big Data Processing. Middleware (2019)
Jan S. Rellermeyer, Sobhan Omranian Khorasani, Dan Graur, Apourva Parthasarathy
The Coming Age of Pervasive Data Processing. ISPDC (2019)
Jan S. Rellermeyer, Sobhan Omranian Khorasani, Dan Graur, Apourva Parthasarathy
The Coming Age of Pervasive Data Processing. CoRR (2019)
Alexandru Uta, Alexandru Custura, Dmitry Duplyakin, Ivo Jimenez, Jan S. Rellermeyer, Carlos Maltzahn, Robert Ricci, Alexandru Iosup
Is Big Data Performance Reproducible in Modern Cloud Networks? CoRR (2019)
Niket Agrawal, Jan S. Rellermeyer, Aaron Yi Ding
IoT Resource-aware Orchestration Framework for Edge Computing. CoNEXT Companion (2019)
Jan S. Rellermeyer, Maher Amer, Richard Smutzer, Karthick Rajamani
Container Density Improvements with Dynamic Memory Extension using NAND Flash. CoRR (2019)
Raghav Shankar, Benjamin Kobin, Saurabh Bagchi, Michael Kistler, Jan S. Rellermeyer
MAVIS: Managing Datacenters using Smartphones. CoRR (2018)
Jan S. Rellermeyer, Maher Amer, Richard Smutzer, Karthick Rajamani
Container Density Improvements with Dynamic Memory Extension using NAND Flash. APSys (2018)
Jan S. Rellermeyer, Tim Verbelen
ETX'14: 2014 workshop on eclipse technology exchange. SPLASH (Companion Volume) (2014)
Saurabh Bagchi, Fahad A. Arshad, Jan S. Rellermeyer, Thomas H. Osiecki, Michael Kistler, Ahmed Gheith
Lilliput meets brobdingnagian: Data center systems management through mobile devices. DSN (2013)
Jan S. Rellermeyer, Seong-Won Lee, Michael Kistler
Cloud platforms and embedded computing: the operating systems of the future. DAC (2013)
Jan S. Rellermeyer, Saurabh Bagchi
Dependability as a cloud service - a modular approach. DSN Workshops (2012)
Amiya Kumar Maji, Fahad A. Arshad, Saurabh Bagchi, Jan S. Rellermeyer
An empirical study of the robustness of Inter-component Communication in Android. DSN (2012)
Jan S. Rellermeyer, Thomas H. Osiecki, Ernest A. Holloway, Patrick J. Bohrer, Michael Kistler
System Management with IBM Mobile Systems Remote: A Question of Power and Scale. MDM (2012)
Michael Duller, Jan S. Rellermeyer, Gustavo Alonso, Nesime Tatbul
Virtualizing Stream Processing. Middleware (2011)
Jan S. Rellermeyer, Ramon Küpfer
Co-managing Software and Hardware Modules through the Juggle Middleware. Middleware (2011)
Jan S. Rellermeyer, Oriana Riva, Gustavo Alonso
AlfredO: An Architecture for Flexible Interaction with Electronic Devices. Middleware (2008)
Jan S. Rellermeyer, Michael Duller, Ken Gilmer, Damianos Maragkos, Dimitrios Papageorgiou, Gustavo Alonso
The Software Fabric for the Internet of Things. IOT (2008)
Jan S. Rellermeyer, Michael Duller, Gustavo Alonso
Consistently Applying Updates to Compositions of Distributed OSGi Modules. HotSWUp (2008)
René Müller, Jan S. Rellermeyer, Michael Duller, Gustavo Alonso, Donald Kossmann
A dynamic and flexible sensor network platform. SIGMOD Conference (2007)
René Müller, Jan S. Rellermeyer, Michael Duller, Gustavo Alonso
Demo: A Generic Platform for Sensor Network Applications. MASS (2007)
Jan S. Rellermeyer, Gustavo Alonso, Timothy Roscoe
R-OSGi: Distributed Applications Through Software Modularization. Middleware (2007)
Jan S. Rellermeyer, Gustavo Alonso
Concierge: a service platform for resource-constrained devices. EuroSys (2007)
Jan S. Rellermeyer, Gustavo Alonso, Timothy Roscoe
Ready for distribution?: turning modular into distributed applications with the R-OSGi deployment tool. OOPSLA Companion (2007)
Jan S. Rellermeyer, Gustavo Alonso, Timothy Roscoe
Building, deploying, and monitoring distributed applications with Eclipse and R-OSGI. ETX (2007)