Computer Science - Large-scale Computing and Data Analysis (LSCA)

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    Konemiehentie 2, Computer Science building

    Finland

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  • 2022

    Local Mending

    Balliu, A., Hirvonen, J., Melnyk, D., Olivetti, D., Rybicki, J. & Suomela, J., 2022, Structural Information and Communication Complexity - 29th International Colloquium, SIROCCO 2022, Proceedings. Parter, M. (ed.). p. 1-20 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13298 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • Sparse Matrix Multiplication in the Low-Bandwidth Model

    Gupta, C., Hirvonen, J., Korhonen, J. H., Studený, J. & Suomela, J., 11 Jul 2022, SPAA 2022 - Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and Architectures. ACM, p. 435-444 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    7 Downloads (Pure)
  • 2021

    Brief announcement: Sinkless orientation is hard also in the supported LOCAL model

    Korhonen, J. H., Paz, A., Rybicki, J., Schmid, S. & Suomela, J., 1 Oct 2021, 35th International Symposium on Distributed Computing, DISC 2021. Gilbert, S. (ed.). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, 4 p. 58. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 209).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    2 Downloads (Pure)
  • Distributed Graph Problems Through an Automata-Theoretic Lens

    Chang, Y-J., Studený, J. & Suomela, J., 28 Jun 2021, Structural Information and Communication Complexity: 28th International Colloquium, SIROCCO 2021, Wrocław, Poland, June 28 – July 1, 2021, Proceedings. Jurdziński, T. & Schmid, S. (eds.). 31 p. (Lecture Notes in Computer Science; vol. 12810).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    5 Citations (Scopus)
    3 Downloads (Pure)
  • Efficient load-balancing through distributed token dropping

    Brandt, S., Keller, B., Rybicki, J., Suomela, J. & Uitto, J., 6 Jul 2021, SPAA 2021 - Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures. ACM, p. 129-139 11 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    1 Citation (Scopus)
  • Federated learning from big data over networks

    Sarcheshmehpour, Y., Leinonen, M. & Jung, A., 2021, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, Vol. 2021-June. p. 3055-3059 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    1 Citation (Scopus)
  • Flow-Based Clustering and Spectral Clustering: A Comparison

    Sarcheshmehpour, Y., Tian, Y., Zhang, L. & Jung, A., 2021, 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021. Matthews, M. B. (ed.). IEEE Computer Society, p. 1292-1296 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2021-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    10 Downloads (Pure)
  • Locally checkable labelings with small messages

    Balliu, A., Censor-Hillel, K., Maus, Y., Olivetti, D. & Suomela, J., 2021, 35th International Symposium on Distributed Computing, DISC 2021. Gilbert, S. (ed.). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, 18 p. 8. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 209).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    3 Citations (Scopus)
    3 Downloads (Pure)
  • 2020

    Clustering in Partially Labeled Stochastic Block Models via Total Variation Minimization

    Jung, A., 1 Nov 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 731-735 5 p. 9443311. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    2 Citations (Scopus)