• 3026 Citations
  • 22 h-Index
19952019

Research output per year

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Research Output

2019

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

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)

Stunner: A smart phone trace for developing decentralized edge systems

Szabó, Z., Téglás, K., Berta, Á., Jelasity, M. & Bilicki, V., 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. 108-115 8 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

2018

Robust Decentralized Mean Estimation with Limited Communication

Danner, G. & Jelasity, M., Jan 1 2018, Euro-Par 2018: Parallel Processing - 24th International Conference on Parallel and Distributed Computing, Proceedings. Torquati, M., Aldinucci, M. & Padovani, L. (eds.). Springer Verlag, p. 447-461 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11014 LNCS).

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

1 Citation (Scopus)

Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation

Danner, G., Berta, Á., Hegedus, I. & Jelasity, M., Jan 1 2018, In : Security and Communication Networks. 2018, 6728020.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Token account algorithms: The best of the proactive and reactive worlds

Danner, G. & Jelasity, M., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 885-895 11 p.

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

1 Citation (Scopus)
2017

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)
2016

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. Institute of Electrical and Electronics Engineers Inc., p. 393-397 5 p. 7445364

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. Institute of Electrical and Electronics Engineers Inc., p. 566-573 8 p. 7445391

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

2 Citations (Scopus)

Robust decentralized differentially private stochastic gradient descent

Hegedũs, I., Berta, Á. & Jelasity, M., Jun 1 2016, In : Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications. 7, 2, p. 20-40 21 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Robust decentralized low-rank matrix decomposition

Hegedus, I., Berta, Á., Kocsis, L., Benczúr, A. A. & Jelasity, M., May 1 2016, In : ACM Transactions on Intelligent Systems and Technology. 7, 4, 62.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2015

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 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

15 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)

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)
2014

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

10 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

10 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)

Spanning tree or gossip for aggregation: A comparative study

Nyers, L. & Jelasity, M., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8632 LNCS. p. 379-390 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8632 LNCS).

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

1 Citation (Scopus)
2013

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

6 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

32 Citations (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

50 Citations (Scopus)

Massively distributed concept drift handling in large networks

Hegeds, I., Ormándi, R. & Jelasity, M., Aug 2013, In : Advances in Complex Systems. 16, 4-5, 1350021.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Through the wormhole: Low cost, fresh peer sampling for the Internet

Roverso, R., Dowling, J. & Jelasity, M., Jan 1 2013, 13th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2013 - Proceedings. IEEE Computer Society, 6688707. (13th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2013 - Proceedings).

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

15 Citations (Scopus)
2012

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)

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)

Peer-to-peer multi-class boosting

Hegedus, I., Busa-Fekete, R., Ormándi, R., Jelasity, M. & Kégl, B., Oct 24 2012, Parallel Processing - 18th International Conference, Euro-Par 2012, Proceedings. p. 389-400 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7484 LNCS).

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

2 Citations (Scopus)

Towards a global participatory platform: Democratising open data, complexity science and collective intelligence

Buckingham Shum, S., Aberer, K., Schmidt, A., Bishop, S., Lukowicz, P., Anderson, S., Charalabidis, Y., Domingue, J., de Freitas, S., Dunwell, I., Edmonds, B., Grey, F., Haklay, M., Jelasity, M., Karpištšenko, A., Kohlhammer, J., Lewis, J., Pitt, J., Sumner, R. & Helbing, D., Dec 1 2012, In : European Physical Journal: Special Topics. 214, 1, p. 109-152 44 p.

Research output: Contribution to journalArticle

40 Citations (Scopus)
2011

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

130 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)

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)

Message from the program co-chairs

Ghodsi, A., Hasegawa, T. & Jelasity, M., Nov 1 2011, In : 2011 IEEE International Conference on Peer-to-Peer Computing, P2P 2011 - Proceedings. p. viii 6038652.

Research output: Contribution to journalEditorial

Modeling network-level impacts of P2P flows

Jelasity, M., Bilicki, V. & Kasza, M., Apr 26 2011, Proceedings - 19th International Euromicro Conference on Parallel, Distributed, and Network-Based Processing, PDP 2011. p. 590-594 5 p. 5739070. (Proceedings - 19th International Euromicro Conference on Parallel, Distributed, and Network-Based Processing, PDP 2011).

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

1 Citation (Scopus)

Modeling unconnectable peers in private bittorrent communities

Csernai, K., Jelasity, M., Pouwelse, J. & Vinkó, T., Apr 26 2011, Proceedings - 19th International Euromicro Conference on Parallel, Distributed, and Network-Based Processing, PDP 2011. p. 582-589 8 p. 5739069. (Proceedings - 19th International Euromicro Conference on Parallel, Distributed, and Network-Based Processing, PDP 2011).

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

2 Citations (Scopus)

Scalable stealth mode P2P overlays of very small constant degree

Jelasity, M. & Bilicki, V., Oct 1 2011, In : ACM Transactions on Autonomous and Adaptive Systems. 6, 4, 27.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Small degree BitTorrent

Kasza, M., Bilicki, V. & Jelasity, M., Jan 1 2011, In : Periodica Polytechnica Electrical Engineering. 55, 3-4, p. 111-117 7 p.

Research output: Contribution to journalArticle

2010

Message from the general chairs

Jelasity, M. & Sztipanovits, J., Dec 1 2010, In : Proceedings - 2010 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2010. p. ix 5631899.

Research output: Contribution to journalEditorial

Message from the Workshop Chairs: QTESO 2010

Vinkó, T., Jelasity, M. & Gilbert, N., Jan 1 2010, In : Proceedings - 2010 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshop, SASOW 2010. p. xix-xx 5729655.

Research output: Contribution to journalEditorial

Novel balanced feature representation for wikipedia vandalism detection task: Lab report for PAN at CLEF 2010

Hegedüs, I., Ormándi, R., Farkas, R. & Jelasity, M., Jan 1 2010, In : CEUR Workshop Proceedings. 1176

Research output: Contribution to journalConference article

Overlay management for fully distributed user-based collaborative filtering

Ormándi, R., Hegedus, I. & Jelasity, M., Nov 22 2010, Euro-Par 2010 Parallel Processing - 16th International Euro-Par Conference, Proceedings. PART 1 ed. p. 446-457 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6271 LNCS, no. PART 1).

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

13 Citations (Scopus)

Towards inferring ratings from user behavior in BitTorrent communities

Ormándi, R., Hegedus, I., Csernai, K. & Jelasity, M., Aug 27 2010, 19th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2010. p. 217-222 6 p. 5541777. (Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE).

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

6 Citations (Scopus)
2009

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

27 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)

PeerSim: A Scalable P2P Simulator

Montresor, A. & Jelasity, M., Dec 1 2009, IEEE P2P'09 - 9th International Conference on Peer-to-Peer Computing. p. 99-100 2 p. 5284506. (IEEE P2P'09 - 9th International Conference on Peer-to-Peer Computing).

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

390 Citations (Scopus)

Peer-to-peer optimization in large unreliable networks with branch-and-bound and particle swarms

Bánhelyi, B., Biazzini, M., Montresor, A. & Jelasity, M., Jul 23 2009, Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. p. 87-92 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5484 LNCS).

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

13 Citations (Scopus)

Scalable P2P overlays of very small constant degree: An emerging security threat

Jelasity, M. & Bilicki, V., Dec 1 2009, Stabilization, Safety, and Security of Distributed Systems - 11th International Symposium, SSS 2009, Proceedings. p. 399-412 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5873 LNCS).

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

2 Citations (Scopus)

T-Man: Gossip-based fast overlay topology construction

Jelasity, M., Montresor, A. & Babaoglu, O., Aug 28 2009, In : Computer Networks. 53, 13, p. 2321-2339 19 p.

Research output: Contribution to journalArticle

144 Citations (Scopus)
2008

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)

Self-*properties through gossiping

Babaoglu, O. & Jelasity, M., Oct 28 2008, In : Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 366, 1881, p. 3747-3757 11 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)