J.S. Rellermeyer

2025

Improving the Reliability of Failure Prediction Models through Concept Drift Monitoring

Poenaru-Olaru, L., Cruz, L., Rellermeyer, J. S. & van Deursen, A., 2025, Proceedings - 2025 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2025. IEEE, p. 1-8 8 p. (Proceedings - 2025 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2025).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

2024

Is your anomaly detector ready for change? adapting aiops solutions to the real world

Poenaru-Olaru, L., Karpova, N., Cruz, L., Rellermeyer, J. S. & Van Deursen, A., 2024, Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024. ACM, p. 222-233 12 p. (Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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11 Downloads (Pure)

2023

Maintaining and Monitoring AIOps Models Against Concept Drift

Poenaru-Olaru, L., Cruz, L., Rellermeyer, J. S. & Van Deursen, A., 2023, Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023. IEEE, p. 98-99 2 p. (Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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3 Citations (Scopus)

99 Downloads (Pure)

Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques

Poenaru-Olaru, L., Sallou, J., Cruz, L., Rellermeyer, J. S. & Van Deursen, A., 2023, Proceedings - 2023 IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023. IEEE, p. 17-18 2 p. (Proceedings - 2023 IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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1 Citation (Scopus)

45 Downloads (Pure)

2022

Are Concept Drift Detectors Reliable Alarming Systems? A Comparative Study

Poenaru-Olaru, L., Cruz, L., Deursen, A. V. & Rellermeyer, J., 2022, Proceedings of the 2022 IEEE International Conference on Big Data (Big Data). Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). IEEE, p. 3364-3373 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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3 Citations (Scopus)

109 Downloads (Pure)

In-Memory Indexed Caching for Distributed Data Processing

Uta, A., Ghit, B., Dave, A., Rellermeyer, J. & Boncz, P., 2022, Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS). O'Conner, L. (ed.). Piscataway: IEEE, p. 104-114 11 p. 9820703

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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50 Downloads (Pure)

Roadmap for edge AI: A Dagstuhl Perspective

Ding, A. Y., Peltonen, E., Meuser, T., Aral, A., Becker, C., Dustdar, S., Hiessl, T., Mohan, N., Rellermeyer, J. S. & More Authors, 2022, In: Computer Communication Review. 52 (2023), 1, p. 28-33 6 p.

Research output: Contribution to journal › Article › Scientific

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33 Citations (Scopus)

414 Downloads (Pure)

2021

A Fresh Look at the Architecture and Performance of Contemporary Isolation Platforms

van Rijn, V. J. & Rellermeyer, J. S., 2021, Proceedings of the 22nd ACM/IFIP International Middleware Conference. ACM DL, 13 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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308 Downloads (Pure)

SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

Li, H., Li, Z., Li, K., Rellermeyer, J. S., Chen, L. & Li, K., 2021, In: IEEE Transactions on Parallel and Distributed Systems. 32, 7, p. 1828-1841 14 p., 9309187.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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11 Citations (Scopus)

46 Downloads (Pure)

Systematic Mapping Study on the Machine Learning Lifecycle

Xie, Y., Cruz, L., Heck, P. & Rellermeyer, J. S., 2021, Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021. O'Conner, L. (ed.). Piscataway: IEEE, p. 70-73 4 p. 9474380. (Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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4 Citations (Scopus)

195 Downloads (Pure)

2020

A Survey on Distributed Machine Learning

Verbraeken, J., Wolting, M., Katzy, J., Kloppenburg, J., Verbelen, T. & Rellermeyer, J. S., 2020, In: ACM Computing Surveys (CSUR). 53, 2, 33 p., 3377454.

Research output: Contribution to journal › Review article › peer-review

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443 Citations (Scopus)

311 Downloads (Pure)

Is Big Data Performance Reproducible in Modern Cloud Networks?

Uta, A., Custura, A., Duplyakin, D., Jimenez, I., Rellermeyer, J. S., Maltzahn, C., Ricci, R. & Iosup, A., 25 Feb 2020, Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2020. p. 513-527 15 p. (Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2020).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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42 Citations (Scopus)

107 Downloads (Pure)

2019

IoT resource-aware orchestration framework for edge computing

Agrawal, N., Rellermeyer, J. & Ding, A. Y., 2019, p. 62-64. 3 p.

Research output: Contribution to conference › Abstract › Scientific

Open Access

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88 Downloads (Pure)

Self-adaptive Executors for Big Data Processing

Omranian Khorasani, S., Rellermeyer, J. S. & Epema, D., 13 Sept 2019, Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference: Proceedings of the 20th International Middleware Conference. New York: ACM, p. 176-188 13 p. (Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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4 Citations (Scopus)

362 Downloads (Pure)

The coming age of pervasive data processing

Rellermeyer, J. S., Omranian Khorasani, S., Graur, D. & Parthasarathy, A., 2019, 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC): Proceedings. Iosup, A., Pop, F., Prodan, R. & Uta, A. (eds.). IEEE, p. 58-65 8 p. 8790842

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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69 Downloads (Pure)

2018

Container Density Improvements with Dynamic Memory Extension using NAND Flash

Rellermeyer, J. S., Amer, M., Smutzer, R. & Rajamani, K., 2018, ApSys 2018, Proceedings of the 9th Asia-Pacific Workshop on Systems. New York, NY: ACM, p. 1-8 8 p. 10

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Increasing Memory Density through Dynamic Memory Extension with Memory1 through Flash

Rellermeyer, J. S., Amer, M., Smutzer, R. & Rajamani, K., 2018.

Research output: Contribution to conference › Poster › Scientific

Open Access

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49 Downloads (Pure)

Message from international workshop on resource brokering with blockchain (RBchain 2018)

Rong, C., Makkes, M. X., Jaatun, M. G., Deventer, O. V., Hacker, T., Jabangwe, R., Li, C., Rellermeyer, J. S. & Worm, T., 26 Dec 2018, 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, Vol. 2018-December. p. XXVII - XXVII 1 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Foreword/postscript › Scientific

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29 Downloads (Pure)

2012

An empirical study of the robustness of Inter-component Communication in Android

Maji, A. K., Arshad, F. A., Bagchi, S. & Rellermeyer, J. S., 2012, 2012 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2012. p. 1-12 12 p. 6263963

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

79 Citations (Scopus)

2007

Concierge: A service platform for resource-constrained devices

Rellermeyer, J. S. & Alonso, G., 2007, Operating Systems Review - Proceedings of the 2007 EuroSys Conference. ACM, p. 245-258 14 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

50 Citations (Scopus)

4 Downloads (Pure)

J.S. Rellermeyer

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