J.S. Rellermeyer

Search results

• 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. Institute of Electrical and Electronics Engineers (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

• 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. Institute of Electrical and Electronics Engineers (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
• 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

  Open Access

  File

  • Concept Drift 100%
  • Machine Learning 33%
  • Models 33%
  • Data Streaming 11%
  • Lifecycle Management 11%
  2 Citations (Scopus)

  6 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

  Open Access

  File

  • Apache Spark 100%
  • Analyzed Datasets 50%
  • Multi--Version Concurrency Control 50%
  • Lookup Operation 50%
  • Cache Memory 50%
  13 Downloads (Pure)

• Roadmap for edge AI: A Dagstuhl Perspective

  Ding, A. Y., Peltonen, E., Meuser, T., Aral, A., Becker, C., Dustdar, S., Hiessl, T., Kranzlmüller, D., Liyanage, M., Maghsudi, S., Mohan, N., Ott, J., Rellermeyer, J. S., Schulte, S., Schulzrinne, H., Solmaz, G., Tarkoma, S., Varghese, B. & Wolf, L., 2022, In: Computer Communication Review. 52, 1, p. 28-33 6 p.

  Research output: Contribution to journal › Article › Scientific

  Open Access

  File
  24 Citations (Scopus)

  206 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

  Open Access

  File
  99 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

  File

  • Data-Dependences 100%
  8 Citations (Scopus)

  15 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

  Open Access

  File
  3 Citations (Scopus)

  115 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

  Open Access

  File

  • Distributed Machine Learning 100%
  273 Citations (Scopus)

  201 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

  File
  35 Citations (Scopus)

  62 Downloads (Pure)
• 2019

  Automatic seeding of an application programming interface (api) into a conversational interface

  Kashyap, S., Rellermeyer, J. S., Rozner, E. J. & Schaub, J., 20 Jun 2019, IPC No. G06F17/30684 , G06F16/3344, G06N20/00, G06N99/005 , Patent No. US20190188317A1, 15 Dec 2017, Priority date 15 Dec 2017

  Research output: Patent

• Cooperative evidence gathering

  Manweiler, J. G., Rellermeyer, J. S., Rozner, E. J. & Xenidis, J., 5 Feb 2019, IPC No. G06Q40/08, G01D5/00 , G06F19/328, G07C5/085, G16H40/20, G07C5/008, Patent No. US10198773B2, 11 Sep 2015, Priority date 11 Sep 2015

  Research output: Patent

  • Event 100%
  • Datum 100%
  • Evidence Gathering 100%
  • Position (Location) 25%
  • Proximity 25%

• 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

  File
  58 Downloads (Pure)

• Self-adaptive Executors for Big Data Processing

  Omranian Khorasani, S., Rellermeyer, J. S. & Epema, D., 13 Sep 2019, Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference: Proceedings of the 20th International Middleware Conference. New York: Association for Computing Machinery (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

  Open Access

  File
  4 Citations (Scopus)

  313 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

  Open Access

  File
  44 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: Association for Computing Machinery (ACM), p. 1-8 8 p. 10

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

  Open Access

  File
  56 Downloads (Pure)

• Increasing Memory Density through Dynamic Memory Extension with Memory1 through Flash

  Rellermeyer, J. S., Amer, M., Smutzer, R. & Rajamani, K., 20 Mar 2018, (E-pub ahead of print).

  Research output: Contribution to conference › Poster › Scientific

  Open Access

  File
  31 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

  Open Access

  File
  11 Downloads (Pure)
• 2016

  Random number generation using a network of mobile devices

  Osiecki, T., Rellermeyer, J. S. & Stephenson, M., 11 Oct 2016, IPC No. G06F7/588, Patent No. US9465583B2, 4 Oct 2013, Priority date 4 Oct 2013

  Research output: Patent

  • Random Number Generation 100%
• 2015

  Securely associating an application with a well-known entity

  Bohrer, P. J., Dixon, C. K. & Rellermeyer, J. S., 29 Dec 2015, IPC No. H04L63/0823 , Patent No. US9225715B2, Priority date 14 Nov 2013

  Research output: Patent
• 2013

  Hierarchical software locking

  Ross, J., Aigner, R., Rellermeyer, J. S. & Loeser, J., 18 Jun 2013, IPC No. G06F9/526 , Patent No. US20120143838A1, Priority date 1 Dec 2012

  Research output: Patent

  • Hardware 100%
  • Software 100%
• 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

  • Unprivileged User 100%
  • Fuzz Testing 100%
  74 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. Association for Computing Machinery (ACM), p. 245-258 14 p.

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

  • Enterprise System 100%
  50 Citations (Scopus)

  4 Downloads (Pure)