• 3055 Citations
  • 22 h-Index
19952019

Research output per year

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Research Output

A comparative study of spanning tree and gossip protocols for aggregation

Nyers, L. & Jelasity, M., Nov 2015, In : Concurrency Computation. 27, 16, p. 4091-4106 16 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

A critical note on experimental research methodology in EC

Eiben, A. E. & Jelasity, M., Jan 1 2002, p. 582-587. 6 p.

Research output: Contribution to conferencePaper

78 Citations (Scopus)

Adaptive peer sampling with newscast

Tölgyesi, N. & Jelasity, M., Nov 9 2009, Euro-Par 2009 Parallel Processing - 15th International Euro-Par Conference, Proceedings. p. 523-534 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5704 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Citations (Scopus)

A distributed algorithm for large-scale graph partitioning

Rahimian, F., Payberah, A. H., Girdzijauskas, S., Jelasity, M. & Haridi, S., Jun 1 2015, In : ACM Transactions on Autonomous and Adaptive Systems. 10, 2, 12.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Adversarial robustness of linear models: Regularization and dimensionality

Megyeri, I., Hegedűs, I. & Jelasity, M., Jan 1 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN (i6doc.com), p. 61-66 6 p. (ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A framework for distributed evolutionary algorithms

Arenas, M. G., Collet, P., Eiben, A. E., Jelasity, M., Merelo, J. J., Paechter, B., Preuß, M. & Schoenauer, M., Jan 1 2002, Parallel Problem Solving from Nature - PPSN 2002 - 7th International Conference, Proceedings. Adamidis, P., Guervos, J. J. M., Beyer, H-G., Schwefel, H-P. & Fernandez-Villacanas, J-L. (eds.). Springer Verlag, p. 665-675 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2439).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

68 Citations (Scopus)

A modular paradigm for building self-organizing peer-to-peer applications

Jelasity, M., Montresor, A. & Babaoglu, O., Dec 1 2004, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2977, p. 265-282 18 p.

Research output: Contribution to journalArticle

37 Citations (Scopus)

An ant approach to membership overlay design: Results on the dynamic global setting

Maniezzo, V., Boschetti, M. & Jelasity, M., Dec 1 2004, Ant Colony Optimization and Swarm Intelligence - 4th International Workshop, ANTS 2004, Proceedings. p. 37-48 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3172 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

An approach to massively distributed aggregate computing on peer-to-peer networks

Jelasity, M., Kowalczyk, W. & Van Steen, M., Jul 12 2004, Proceedings - 12th Euromicro Conference on Parallel, Distributed and Network-based Proceedings, PDP 2004. p. 200-207 8 p. (Proceedings - Euromicro Conference on Parellel, Distribeted and Network-based Proceeding).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

An integrated approach to characterize genetic interaction networks in yeast metabolism

Szappanos, B., Kovács, K., Szamecz, B., Honti, F., Costanzo, M., Baryshnikova, A., Gelius-Dietrich, G., Lercher, M. J., Jelasity, M., Myers, C. L., Andrews, B. J., Boone, C., Oliver, S. G., Pál, C. & Papp, B., Jul 1 2011, In : Nature genetics. 43, 7, p. 656-662 7 p.

Research output: Contribution to journalArticle

132 Citations (Scopus)

A robust and scalable peer-to-peer gossiping protocol

Voulgaris, S., Jelasity, M. & Van Steen, M., Dec 1 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2872, p. 47-58 12 p.

Research output: Contribution to journalConference article

34 Citations (Scopus)

A scalable and robust framework for distributed applications

Jelasity, M., Preub, M. & Paechter, B., Jan 1 2002, Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. IEEE Computer Society, p. 1540-1545 6 p. 1004471. (Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Asynchronous distributed power iteration with gossip-based normalization

Jelasity, M., Canright, G. & Engø-Monsen, K., Dec 1 2007, Euro-Par 2007 Parallel Processing - 13th International Euro-Par Conference, Proceedings. p. 514-525 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4641 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Citations (Scopus)

Asynchronous peer-to-peer data mining with stochastic gradient descent

Ormándi, R., Hegedus, I. & Jelasity, M., Sep 8 2011, Euro-Par 2011 Parallel Processing - 17th International Conference, Proceedings. PART 1 ed. p. 528-540 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6852 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Asynchronous privacy-preserving iterative computation on peer-to-peer networks

Naranjo, J. A. M., Casado, L. G. & Jelasity, M., Sep 1 2012, In : Computing. 94, 8-10, p. 763-782 20 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Building a secure and privacy-preserving smart grid

Birman, K., Jelasity, M., Kleinberg, R. & Tremel, E., Jan 20 2015, In : Operating Systems Review (ACM). 49, 1, p. 131-136 6 p.

Research output: Contribution to journalConference article

16 Citations (Scopus)

Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions

Jelasity, M., Toth, B. & Vinko, T., Jan 1 1999, p. 623-630. 8 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Chord on demand

Montresor, A., Jelasity, M. & Babaoglu, O., Dec 1 2005, Proceedings - Fifth IEEE International Conference on Peer-to-Peer Computing, P2P 2005. p. 87-94 8 p. 1551024. (Proceedings - Fifth IEEE International Conference on Peer-to-Peer Computing, P2P 2005; vol. 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Citations (Scopus)

Comparative study of several feature transformation and learning methods for phoneme classification

Kocsor, A., Tóth, L., Kuba, A., Kovács, K., Jelasity, M., Gyimóthy, T. & Csirik, J., Dec 1 2000, In : International Journal of Speech Technology. 3, 3-4, p. 263-276 14 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Decentralized Management of Random Walks over a Mobile Phone Network

Berta, A. & Jelasity, M., Apr 26 2017, Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017. Institute of Electrical and Electronics Engineers Inc., p. 100-107 8 p. 7912631

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Decentralized ranking in large-scale overlay networks

Montresor, A., Jelasity, M. & Babaoglu, O., Dec 1 2008, Proceedings - 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2008. p. 208-213 6 p. 4800679. (Proceedings - 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Defining and understanding smartphone churn over the internet: A measurement study

Berta, A., Bilicki, V. & Jelasity, M., Oct 22 2014, 14th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 6934317. (14th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Design patterns from biology for distributed computing

Babaoglu, O., Canright, G., Deutsch, A., Di Caro, G. A., Ducatelle, F., Gambardella, L. M., Ganguly, N., Jelasity, M., Montemanni, R., Montresor, A. & Urnes, T., Sep 18 2006, In : ACM Transactions on Autonomous and Adaptive Systems. 1, 1, p. 26-66 41 p.

Research output: Contribution to journalArticle

201 Citations (Scopus)

Dimension Reduction Methods for Collaborative Mobile Gossip Learning

Berta, A., Hegedus, I. & Jelasity, M., Mar 31 2016, Proceedings - 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2016. Cotronis, Y., Daneshtalab, M. & Papadopoulos, G. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 393-397 5 p. 7445364. (Proceedings - 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study

Hegedus, I. & Jelasity, M., Mar 31 2016, Proceedings - 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2016. Cotronis, Y., Daneshtalab, M. & Papadopoulos, G. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 566-573 8 p. 7445391. (Proceedings - 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Distributed hyper-heuristics for real parameter optimization

Biazzini, M., Banhelyi, B., Montresor, A. & Jelasity, M., Dec 31 2009, Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. p. 1339-1346 8 p. (Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Distributional differential privacy for large-scale smart metering

Jelasity, M. & Birman, K. P., Jun 11 2014, IH and MMSec 2014 - Proceedings of the 2014 ACM Information Hiding and Multimedia Security Workshop. Association for Computing Machinery, Inc, p. 141-146 6 p. (IH and MMSec 2014 - Proceedings of the 2014 ACM Information Hiding and Multimedia Security Workshop).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Editorial by the program committee co-chairs

Di Marzo Serugendo, G., Martin-Flatin, J. P., Jelasity, M. & Zambonelli, F., Dec 18 2007, In : First International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2007. p. xi 4274878.

Research output: Contribution to journalEditorial

Engineering emergence through gossip

Jelasity, M., Dec 1 2005, p. 123-126. 4 p.

Research output: Contribution to conferencePaper

5 Citations (Scopus)

Epidemic-style proactive aggregation in large overlay networks

Jelasity, M. & Montresor, A., Jun 1 2004, p. 102-109. 8 p.

Research output: Contribution to conferencePaper

105 Citations (Scopus)

Exploring the interdisciplinary connections of gossip-based systems

Costa, P., Gramoli, V., Jelasity, M., Jesi, G. P., Le Merrer, E., Montresor, A. & Querzoni, L., Oct 1 2007, In : Operating Systems Review (ACM). 41, 5, p. 51-60 10 p.

Research output: Contribution to journalConference article

13 Citations (Scopus)

Firefly-inspired heartbeat synchronization in overlay networks

Babaoglu, O., Binci, T., Montresor, A. & Jelasity, M., Dec 18 2007, First International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2007. p. 77-86 10 p. 4274892. (First International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

47 Citations (Scopus)

Fully distributed privacy preserving mini-batch gradient descent learning

Danner, G. & Jelasity, M., Jan 1 2015, Distributed Applications and Interoperable Systems - 15th IFIP WG 6.1 International Conference, DAIS 2015 Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Proceedings. Bessani, A. & Bouchenak, S. (eds.). Springer Verlag, p. 30-44 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9038).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Fully distributed robust singular value decomposition

Hegedus, I., Jelasity, M., Kocsis, L. & Benczur, A. A., Oct 22 2014, 14th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 6934299. (14th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

GAS, a concept on modeling species in genetic algorithms

Jelasity, M. & Dombi, J., Jan 1 1996, Artificial Evolution - European Conference, AE 1995, Selected Papers. Alliot, J-M., Lutton, E., Ronald, E., Schoenauer, M. & Snyers, D. (eds.). Springer Verlag, p. 67-85 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1063).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

GAS, a concept on modeling species in genetic algorithms

Jelasity, M. & Dombi, J., Feb 1998, In : Artificial Intelligence. 99, 1, p. 1-19 19 p.

Research output: Contribution to journalArticle

Open Access
40 Citations (Scopus)

Gas, an approach to a solution of the niche radius problem

Jelasity, M. & Dombi, J., Jan 1 1995, In : IEE Conference Publication. 414, p. 424-429 6 p.

Research output: Contribution to journalConference article

2 Citations (Scopus)

Gossip

Jelasity, M., Dec 1 2011, Self-organising Software - From Natural to Artificial Adaptation. Serugendo, G. D. M., Karageorgos, A. & Gleizes, M-P. (eds.). p. 139-162 24 p. (Natural Computing Series; vol. 37).

Research output: Chapter in Book/Report/Conference proceedingChapter

10 Citations (Scopus)

Gossip-based aggregation in large dynamic networks

Jelasity, M., Montresor, A. & Babaoglu, O., Dec 1 2005, In : ACM Transactions on Computer Systems. 23, 3, p. 219-252 34 p.

Research output: Contribution to journalArticle

506 Citations (Scopus)

Gossip-based distributed stochastic bandit algorithms

Szörenyi, B., Busa-Fekete, R., Hegedus, I., Ormándi, R., Jelasity, M. & Kégl, B., Jan 1 2013, p. 1056-1064. 9 p.

Research output: Contribution to conferencePaper

7 Citations (Scopus)

Gossip-based learning under drifting concepts in fully distributed networks

Hegedus, I., Ormandi, R. & Jelasity, M., Dec 1 2012, Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2012. p. 79-88 10 p. 6394113. (International Conference on Self-Adaptive and Self-Organizing Systems, SASO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Gossip-based peer sampling

Jelasity, M., Voulgaris, S., Guerraoui, R., Kermarrec, A. M. & Van Steen, M., Aug 1 2007, In : ACM Transactions on Computer Systems. 25, 3, 1275520.

Research output: Contribution to journalArticle

314 Citations (Scopus)

Gossip learning as a decentralized alternative to federated learning

Hegedűs, I., Danner, G. & Jelasity, M., Jan 1 2019, Distributed Applications and Interoperable Systems - 19th IFIP WG 6.1 International Conference, DAIS 2019, Held as Part of the 14th International Federated Conference on Distributed Computing Techniques, DisCoTec 2019, Proceedings. Ricci, L. & Pereira, J. (eds.). Springer Verlag, p. 74-90 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11534 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Gossip learning with linear models on fully distributed data

Ormándi, R., Hegedus, I. & Jelasity, M., Jan 1 2013, In : Concurrency Computation Practice and Experience. 25, 4, p. 556-571 16 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Grassroots approach to self-management in large-scale distributed systems

Babaoglu, O., Jelasity, M. & Montresor, A., Oct 17 2005, In : Lecture Notes in Computer Science. 3566, p. 286-296 11 p.

Research output: Contribution to journalConference article

8 Citations (Scopus)

Implicit formae in genetic algorithms

Jelasity, M. & Dombi, J., Jan 1 1996, Parallel Problem Solving from Nature - PPSN IV - International Conference on Evolutionary Computation - The 4th International Conference on Parallel Problem Solving from Nature, Proceedings. Voigt, H-M., Rechenberg, I., Schwefel, H-P., Voigt, H-M. & Ebeling, W. (eds.). Springer Verlag, p. 154-163 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1141).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Instance-based manifesto?

Jelasity, M., Dec 4 2000, In : Behavioral and Brain Sciences. 23, 4, p. 482-483 2 p.

Research output: Contribution to journalShort survey

1 Citation (Scopus)

JA-BE-JA: A distributed algorithm for balanced graph Partitioning

Rahimian, F., Payberah, A. H., Girdzijauskas, S., Jelasity, M. & Haridi, S., Dec 1 2013, Proceedings - 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2013. p. 51-60 10 p. 6676492. (International Conference on Self-Adaptive and Self-Organizing Systems, SASO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

51 Citations (Scopus)

Learning phonetic rules in a speech recognition system

Alexin, Z., Csirik, J., Gyimóthy, T., Jelasity, M. & Tóth, L., Jan 1 1997, Inductive Logic Programming - 7th International Workshop, ILP 1997, Proceedings. Lavrač, N. & Džeroski, S. (eds.). Springer Verlag, p. 35-44 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1297).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes: Preface

Babaoglu, O., Jelasity, M., Montresor, A., Fetzer, C., Leonardi, S., Van Moorsel, A. & Van Steen, M., Dec 1 2005, Self-star Properties in Complex Information Systems: Conceptual and Practical Foundations. Babaoglu, O., Jelasity, M., Montresor, A., Fetzer, C., Leonardi, S., Moorsel, A. & Steen, M. (eds.). p. V (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3460 LNCS).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

11 Citations (Scopus)