Institutionen der Universität Bayreuth
Lehrstuhl Angewandte Informatik X

Bach, Thomas ; Tariq, Muhammad Adnan ; Mayer, Ruben ; Rothermel, Kurt:
Knowledge is at the edge! How to search in distributed machine learning models.
In: On the Move to Meaningful Internet Systems. OTM 2017 Conferences : Confederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Rhodes, Greece, October 23-27, 2017, Proceedings. Part I. - Cham : Springer, 2017 . - S. 410-428 . - (Lecture Notes in Computer Science ; 10573 )
DOI: https://doi.org/10.1007/978-3-319-69462-7_27

Chacko, Jeeta Ann ; Mayer, Ruben ; Jacobsen, Hans-Arno:
How To Optimize My Blockchain? A Multi-Level Recommendation Approach.
In: Proceedings of the ACM on Management of Data. Bd. 1 (2023) Heft 1 . - 24.
DOI: https://doi.org/10.1145/3588704

Chacko, Jeeta Ann ; Mayer, Ruben ; Jacobsen, Hans-Arno:
How To Optimize My Blockchain? A Multi-Level Recommendation Approach.
arXiv , 2023
DOI: https://doi.org/10.48550/arXiv.2301.04719

Chacko, Jeeta Ann ; Mayer, Ruben ; Jacobsen, Hans-Arno:
Why do my blockchain transactions fail? A study of hyperledger fabric.
In: Proceedings of the 2021 international conference on management of data. - New York : Association for Computing Machinery, 2021 . - S. 221-234
DOI: https://doi.org/10.1145/3448016.3452823

Frischbier, Sebastian ; Tahir, Jawad ; Doblander, Christoph ; Hormann, Arne ; Mayer, Ruben ; Jacobsen, Hans-Arno:
The DEBS 2022 Grand Challenge : Detecting Trading Trends in Financial Tick Data.
In: DEBS '22 : Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2022 . - S. 132-138
DOI: https://doi.org/10.1145/3524860.3539645

Frischbier, Sebastian ; Tahir, Jawad ; Doblander, Christoph ; Hormann, Arne ; Mayer, Ruben ; Jacobsen, Hans-Arno:
Detecting trading trends in financial tick data : the DEBS 2022 grand challenge.
In: Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2022 . - S. 132-138
DOI: https://doi.org/10.1145/3524860.3539645

Gulisano, Vincenzo ; Jorde, Daniel ; Mayer, Ruben ; Najdataei, Hannaneh ; Palyvos-Giannas, Dimitris:
The DEBS 2020 grand challenge.
In: Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2020 . - S. 183-186
DOI: https://doi.org/10.1145/3401025.3402684

Isenko, Alexander ; Mayer, Ruben ; Jedele, Jeffrey ; Jacobsen, Hans-Arno:
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines.
In: Proceedings of the 2022 International Conference on Management of Data. - New York : Association for Computing Machinery, 2022 . - S. 1825-1839
DOI: https://doi.org/10.1145/3514221.3517848

Kohler, Thomas ; Mayer, Ruben ; Dürr, Frank ; Maaß, Marius ; Bhowmik, Sukanya ; Rothermel, Kurt:
P4CEP : Towards in-network complex event processing.
In: Proceedings of the 2018 Morning Workshop on In-Network Computing. - New York : Association for Computing Machinery, 2018 . - S. 33-38
DOI: https://doi.org/10.1145/3229591.3229593

Koldehofe, Boris ; Mayer, Ruben ; Ramachandran, Umakishore ; Rothermel, Kurt ; Völz, Marco:
Rollback-recovery without checkpoints in distributed event processing systems.
In: Proceedings of the 7th ACM international conference on Distributed event-based systems. - New York : Association for Computing Machinery, 2013 . - S. 27-38
DOI: https://doi.org/10.1145/2488222.2488259

Merkel, Nikolai ; Mayer, Ruben ; Fakir, Tawkir Ahmed ; Jacobsen, Hans-Arno:
Partitioner Selection with EASE to Optimize Distributed Graph Processing.
In: 2023 IEEE 39th International Conference on Data Engineering (ICDE). - Piscataway, NJ : IEEE, 2023 . - S. 2400-2414
DOI: https://doi.org/10.1109/ICDE55515.2023.00185

Mayer, Ruben ; Orujzade, Kamil ; Jacobsen, Hans-Arno:
Out-of-Core Edge Partitioning at Linear Run-Time.
In: 2022 IEEE 38th International Conference on Data Engineering. - Piscataway, NJ : IEEE, 2022 . - S. 2629-2642
DOI: https://doi.org/10.1109/ICDE53745.2022.00242

Mayer, Ruben ; Jacobsen, Hans-Arno:
Hybrid edge partitioner : Partitioning large power-law graphs under memory constraints.
In: Proceedings of the 2021 International Conference on Management of Data. - New York : Association for Computing Machinery, 2021 . - S. 1289-1302
DOI: https://doi.org/10.1145/3448016.3457300

Mayer, Ruben ; Jacobsen, Hans-Arno:
Scalable deep learning on distributed infrastructures : Challenges, techniques, and tools.
In: ACM Computing Surveys. Bd. 53 (2021) Heft 1 . - 3.
DOI: https://doi.org/10.1145/3363554

Mayer, Ruben ; Orujzade, Kamil ; Jacobsen, Hans-Arno:
2ps : High-quality edge partitioning with two-phase streaming.
arXiv , 2020
DOI: https://doi.org/10.48550/arXiv.2001.07086

Mayer, Christian ; Mayer, Ruben ; Tariq, Muhammad Adnan ; Geppert, Heiko ; Laich, Larissa ; Rieger, Lukas ; Rothermel, Kurt:
ADWISE : Adaptive window-based streaming edge partitioning for high-speed graph processing.
In: 2018 IEEE 38th International Conference on Distributed Computing Systems. - Piscataway, NJ : IEEE, 2018 . - S. 685-695
DOI: https://doi.org/10.1109/ICDCS.2018.00072

Mayer, Christian ; Tariq, Muhammad Adnan ; Mayer, Ruben ; Rothermel, Kurt:
GrapH : Traffic-aware graph processing.
In: IEEE Transactions on Parallel and Distributed Systems. Bd. 29 (2018) Heft 6 . - S. 1289-1302.
DOI: https://doi.org/10.1109/TPDS.2018.2794989

Mayer, Christian ; Mayer, Ruben ; Bhowmik, Sukanya ; Epple, Lukas ; Rothermel, Kurt:
HYPE : Massive hypergraph partitioning with neighborhood expansion.
In: 2018 IEEE International Conference on Big Data. - Piscataway, NJ : IEEE, 2018 . - S. 458-467
DOI: https://doi.org/10.1109/BigData.2018.8621968

Mayer, Christian ; Mayer, Ruben ; Grunert, Jonas ; Rothermel, Kurt ; Tariq, Muhammad Adnan:
Q-graph : preserving query locality in multi-query graph processing.
In: Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA) 2018. - New York : Association for Computing Machinery, 2018 . - 6
DOI: https://doi.org/10.1145/3210259.3210265

Mayer, Ruben:
Window-based data parallelization in complex event processing.
Stuttgart , 2018 . - 189 S.
( Dissertation, 2018, Universität Stuttgart, Fakultät Informatik, Elektrotechnik und Informationstechnik)
DOI: https://doi.org/10.18419/opus-9727

Mayer, Ruben ; Graser, Leon ; Gupta, Harshit ; Saurez, Enrique ; Ramachandran, Umakishore:
EmuFog : Extensible and scalable emulation of large-scale fog computing infrastructures.
In: 2017 IEEE Fog World Congress (FWC). - Piscataway, NJ : IEEE, 2017
DOI: https://doi.org/10.1109/FWC.2017.8368525

Mayer, Ruben ; Gupta, Harshit ; Saurez, Enrique ; Ramachandran, Umakishore:
The fog makes sense : Enabling social sensing services with limited internet connectivity.
In: Proceedings 2017 2nd International Workshop on Social Sensing. - New York : Association for Computing Machinery, 2017 . - S. 61-66
DOI: https://doi.org/10.1145/3055601.3055614

Mayer, Ruben ; Gupta, Harshit ; Saurez, Enrique ; Ramachandran, Umakishore:
Fogstore : Toward a distributed data store for fog computing.
In: 2017 IEEE Fog World Congress (FWC). - Piscataway, NJ : IEEE, 2017
DOI: https://doi.org/10.1109/FWC.2017.8368524

Mayer, Ruben ; Tariq, Muhammad Adnan ; Rothermel, Kurt:
Minimizing communication overhead in window-based parallel complex event processing.
In: Proceedings of the 11th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2017 . - S. 54-65
DOI: https://doi.org/10.1145/3093742.3093914

Mayer, Ruben ; Slo, Ahmad ; Tariq, Muhammad Adnan ; Rothermel, Kurt ; Gräber, Manuel ; Ramachandran, Umakishore:
SPECTRE : Supporting consumption policies in window-based parallel complex event processing.
In: Proceedings of the 2017 International Middleware Conference. - New York : Association for Computing Machinery, 2017 . - S. 161-173
DOI: https://doi.org/10.1145/3135974.3135983

Mayer, Christian ; Mayer, Ruben ; Abdo, Majd:
Streamlearner : Distributed incremental machine learning on event streams: Grand challenge.
In: Proceedings of the 11th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2017 . - S. 298-303
DOI: https://doi.org/10.1145/3093742.3095103

Mayer, Ruben ; Mayer, Christian ; Laich, Larissa:
The tensorflow partitioning and scheduling problem: it's the critical path!
In: Proceedings of the 1st Workshop on Distributed Infrastructures for Deep Learning. - New York : Association for Computing Machinery, 2017 . - S. 1-6
DOI: https://doi.org/10.1145/3154842.3154843

Mayer, Ruben ; Mayer, Christian ; Tariq, Muhammad Adnan ; Rothermel, Kurt:
Graphcep : Real-time data analytics using parallel complex event and graph processing.
In: Proceedings of the 10th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2016 . - S. 309-316
DOI: https://doi.org/10.1145/2933267.2933509

Mayer, Ruben ; Tariq, Muhammad Adnan ; Rothermel, Kurt:
Real-time Batch Scheduling in Data-Parallel Complex Event Processing.
University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology
Stuttgart , 2016 . - 14 S. - (Technical Report Computer Science ; 2016/04 )

Mayer, Ruben ; Koldehofe, Boris ; Rothermel, Kurt:
Predictable low-latency event detection with parallel complex event processing.
In: IEEE Internet of Things Journal. Bd. 2 (2015) Heft 4 . - S. 274-286.
DOI: https://doi.org/10.1109/JIOT.2015.2397316

Mayer, Ruben ; Koldehofe, Boris ; Rothermel, Kurt:
Meeting predictable buffer limits in the parallel execution of event processing operators.
In: 2014 IEEE International Conference on Big Data (Big Data). - Piscataway, NJ : IEEE, 2014 . - S. 402-411
DOI: https://doi.org/10.1109/BigData.2014.7004257

Mayer, Ruben:
Real-time distributed complex event processing for big data scenarios.
2013
Veranstaltung: PhD Workshop at 7th ACM International Conference on Distributed Event-Based Systems (DEBS '13) .
(Veranstaltungsbeitrag: Workshop , Vortrag )

Mayer, Ruben:
Wiederherstellung von Ereignisströmen in CEP-Systemen.
Stuttgart , 2012
(Diplomarbeit, 2012, Universität Stuttgart, Institut für Parallele und Verteilte Systeme)
DOI: https://doi.org/10.18419/opus-3132

Nasirifard, Pezhman ; Mayer, Ruben ; Jacobsen, Hans-Arno:
OrderlessChain : a CRDT-enabled blockchain without total global order of transactions.
In: Proceedings of the 23rd International Middleware Conference Demos and Posters. - New York : Association for Computing Machinery, 2022 . - S. 5-6
DOI: https://doi.org/10.1145/3565386.3565486

Nasirifard, Pezhman ; Mayer, Ruben ; Jacobsen, Hans-Arno:
OrderlessChain : Do Permissioned Blockchains Need Total Global Order of Transactions?
arXiv , 2022
DOI: https://doi.org/10.48550/arXiv.2210.01477

Nasirifard, Pezhman ; Mayer, Ruben ; Jacobsen, Hans-Arno:
OrderlessFile : a CRDT-enabled permissioned blockchain for file storage.
In: Proceedings of the 23rd International Middleware Conference Demos and Posters. - New York : Association for Computing Machinery, 2022 . - S. 15-16
DOI: https://doi.org/10.1145/3565386.3565491

Nasirifard, Pezhman ; Mayer, Ruben ; Jacobsen, Hans-Arno:
OrderlessFL : a CRDT-enabled permissioned blockchain for federated learning.
In: Proceedings of the 23rd International Middleware Conference Demos and Posters. - New York : Association for Computing Machinery, 2022 . - S. 7-8
DOI: https://doi.org/10.1145/3565386.3565487

Nasirifard, Pezhman ; Mayer, Ruben ; Jacobsen, Hans-Arno:
FabricCRDT : A conflict-free replicated datatypes approach to permissioned blockchains.
In: Proceedings of the 2019 Middleware '19: 20th International Middleware Conference. - New York : Association for Computing Machinery, 2019 . - S. 110-122
DOI: https://doi.org/10.1145/3361525.3361540

Ottenwälder, Beate ; Mayer, Ruben ; Koldehofe, Boris:
Distributed complex event processing for mobile large-scale video applications.
In: Proceedings of the Posters & Demos Session. - New York : Association for Computing Machinery, 2014 . - S. 5-6
DOI: https://doi.org/10.1145/2678508.2678511

Raza, Murtaza ; Tahir, Jawad ; Doblander, Christoph ; Mayer, Ruben ; Jacobsen, Hans-Arno:
Benchmarking Apache Kafka under network faults.
In: Proceedings of the 2021 International Middleware Conference Demos and Posters. - New York : Association for Computing Machinery, 2021 . - S. 5-7
DOI: https://doi.org/10.1145/3491086.3492470

Roy, Rinita ; Mayer, Ruben ; Jacobsen, Hans-Arno:
MDMS : Music Data Matching System for Query Variant Retrieval.
In: Proceedings of the 29th ACM International Conference on Multimedia. - New York : Association for Computing Machinery, 2021 . - S. 2762-2764
DOI: https://doi.org/10.1145/3474085.3478551

Röger, Henriette ; Mayer, Ruben:
A comprehensive survey on parallelization and elasticity in stream processing.
In: ACM Computing Surveys. Bd. 52 (2020) Heft 2 . - 36.
DOI: https://doi.org/10.1145/3303849

Schwermer, René ; Buchberger, Jonas ; Mayer, Ruben ; Jacobsen, Hans-Arno:
Federated office plug-load identification for building management systems.
In: Proceedings of the 2022 the Thirteenth ACM International Conference on Future Energy Systems. - New York : Association for Computing Machinery, 2022 . - S. 114-126
DOI: https://doi.org/10.1145/3538637.3538845

Saurez, Enrique ; Gupta, Harshit ; Ramachandran, Umakishore ; Mayer, Ruben:
Demo Abstract : Fog computing for improving user application interaction and context awareness.
In: Proceedings 2017 IEEE/ACM Second International Conference on Internet-of-Things Design and Implementation. - New York : Association for Computing Machinery, 2017 . - S. 281-282

Tahir, Jawad ; Doblander, Christoph ; Mayer, Ruben ; Frischbier, Sebastian ; Jacobsen, Hans-Arno:
The DEBS 2021 grand challenge: analyzing environmental impact of worldwide lockdowns.
In: Proceedings of the 15th ACM International Conference on Distributed and Event-Based Systems. - New York : Association for Computing Machinery, 2021 . - S. 136-141
DOI: https://doi.org/10.1145/3465480.3467836