Publications – Institute of Systems Engineering

Poenaru-Olaru, L, Sallou, J, Miranda da Cruz, L, Rellermeyer, JS & Deursen, AV 2023, Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques. in 2023 IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023. pp. 17-18. https://doi.org/10.1109/greens59328.2023.00009

Ding, AY, Peltonen, E, Meuser, T, Aral, A, Becker, C, Dustdar, S, Hiessl, T, Kranzlmüller, D, Liyanage, M, Maghsudi, S, Mohan, N, Ott, J, Rellermeyer, JS, Schulte, S, Schulzrinne, H, Solmaz, G, Tarkoma, S, Varghese, B & Wolf, L 2022, 'Roadmap for edge AI: A Dagstuhl Perspective', Computer communication review, vol. 52, no. 1, pp. 28-33. https://doi.org/10.1145/3523230.3523235

Iosup, A, Kuipers, F, Varbanescu, AL, Grosso, P, Trivedi, A, Rellermeyer, JS, Wang, L, Uta, A & Regazzoni, F 2022 'Future Computer Systems and Networking Research in the Netherlands: A Manifesto'. https://doi.org/10.48550/arXiv.2206.03259

Poenaru-Olaru, L, Miranda da Cruz, L, Van Deursen, A & Rellermeyer, JS 2022, Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study. in S Tsumoto, Y Ohsawa, L Chen, D Van den Poel, X Hu, Y Motomura, T Takagi, L Wu, Y Xie, A Abe & V Raghavan (eds), Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Institute of Electrical and Electronics Engineers Inc., pp. 3364-3373, 2022 IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, 17 Dec 2022. https://doi.org/10.48550/arXiv.2211.13098, https://doi.org/10.1109/BigData55660.2022.10020292

Uta, A, Ghit, B, Dave, A, Rellermeyer, J & Boncz, P 2022, In-Memory Indexed Caching for Distributed Data Processing. in Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022. Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022, Institute of Electrical and Electronics Engineers Inc., pp. 104-114, 36th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2022, Virtual, Online, France, 30 May 2022. https://doi.org/10.48550/arXiv.2112.06280, https://doi.org/10.1109/IPDPS53621.2022.00019

Li, H, Li, Z, Li, K, Rellermeyer, J, Chen, L & Li, K 2021, 'SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition', IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 7, 9309187, pp. 1828-1841. https://doi.org/10.1109/TPDS.2020.3047460

van Rijn, VJ & Rellermeyer, J 2021, A Fresh Look at the Architecture and Performance of Contemporary Isolation Platforms. in Proceedings of the 22nd ACM/IFIP International Middleware Conference. ACM DL, 22nd ACM/IFIP International Middleware Conference, Canada, 6 Dec 2021. https://doi.org/10.1145/3464298.3493404

Xie, Y, Miranda da Cruz, L, Heck, P & Rellermeyer, J 2021, Systematic Mapping Study on the Machine Learning Lifecycle. in Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021., 9474380, IEEE, pp. 70-73, WAIN'21 - 1st Workshop on AI Engineering – Software Engineering for AI, Spain, 30 May 2021. https://doi.org/10.1109/WAIN52551.2021.00017

Uta, A, Custura, A, Duplyakin, D, Jimenez, I, Rellermeyer, J, Maltzahn, C, Ricci, R & Iosup, A 2020, Is Big Data Performance Reproducible in Modern Cloud Networks? in Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2020. pp. 513-527, 17th USENIX Symposium on Networked Systems Design and Implementation, United States, 25 Feb 2020.

Verbraeken, J, Wolting, M, Katzy, J, Kloppenburg, J, Verbelen, T & Rellermeyer, J 2020, 'A Survey on Distributed Machine Learning', ACM Computing Surveys (CSUR), vol. 53, no. 2, 3377454. https://doi.org/10.1145/3377454

Agrawal, N, Rellermeyer, J & Ding, A 2019, 'IoT resource-aware orchestration framework for edge computing', 15th International Conference on Emerging Networking EXperiments and Technologies, CoNEXT 2019 - Part of CoNEXT 2019, United States, 9 Dec 2019 - 12 Dec 2019 pp. 62-64. https://doi.org/10.1145/3360468.3368179

Kashyap, S, Rellermeyer, JS, Rozner, E & Schaub, JD Jun. 20 2019, Automatic seeding of an application programming interface (api) into a conversational interface, Patent No. US20190188317A1.

Manweiler, JG, Rellermeyer, JS, Rozner, E & Xenidis, J Feb. 05 2019, Cooperative evidence gathering, Patent No. US10198773B2. <https://worldwide.espacenet.com/patent/search?q=pn%3DUS10198773B2>

Omranian Khorasani, S, Rellermeyer, J & Epema, D 2019, Self-adaptive Executors for Big Data Processing. in Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference. Proceedings of the 20th International Middleware Conference, Association for Computing Machinery (ACM), pp. 176-188, ACM/IFIP 20th International Middleware Conference, United States, 9 Dec 2019. https://doi.org/10.1145/3361525.3361545

Rellermeyer, J, Omranian Khorasani, S, Graur, D & Parthasarathy, A 2019, The coming age of pervasive data processing. in A Iosup, R Prodan, A Uta & F Pop (eds), 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC)., 8790842, IEEE, pp. 58-65, 18th International Symposium on Parallel and Distributed Computing, ISPDC 2019, Netherlands, 5 Jun 2019. https://doi.org/10.1109/ISPDC.2019.00011

Rellermeyer, J, Amer, M, Smutzer, R & Rajamani, K 2018, Container Density Improvements with Dynamic Memory Extension using NAND Flash. in ApSys 2018, Proceedings of the 9th Asia-Pacific Workshop on Systems., 10, Proceedings of the 9th Asia-Pacific Workshop on Systems, APSys 2018, Association for Computing Machinery (ACM), pp. 1-8, 9th ACM SIGOPS Asia-Pacific Workshop on Systems, Korea, Republic of, 27 Aug 2018. https://doi.org/10.1145/3265723.3265740

Rellermeyer, J, Amer, M, Smutzer, R & Rajamani, K 2018, 'Increasing Memory Density through Dynamic Memory Extension with Memory1 through Flash', ICT.OPEN 2018, Amersfoort, Netherlands, 19 Mar 2018 - 20 Mar 2018.

Rong, C, Makkes, MX, Jaatun, MG, van Deventer, O, Hacker, T, Jabangwe, R, Li, C, Rellermeyer, J & Worm, T 2018, Message from international workshop on resource brokering with blockchain (RBchain 2018). in 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). vol. 2018-December, Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom, IEEE, pp. XXVII, 10th International Conference on Cloud Computing Technology and Science, CloudCom 2018, Cyprus, 10 Dec 2018. https://doi.org/10.1109/CloudCom2018.2018.00012

Shankar, R, Kobin, B, Bagchi, S, Kistler, M & Rellermeyer, J 2018, MAVIS: Managing Datacenters using Smartphones.

Rellermeyer, JS Oct. 11 2016, Random number generation using a network of mobile devices, Patent No. US9465583B2.