• 3077 Citations
  • 22 h-Index
19952019

Research output per year

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Research Output

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Article
2018

Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation

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

Research output: Contribution to journalArticle

2 Citations (Scopus)
2016

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

6 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

17 Citations (Scopus)
2013

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

37 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)
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)

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 2012, In : European Physical Journal: Special Topics. 214, 1, p. 109-152 44 p.

Research output: Contribution to journalArticle

41 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

134 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

2009

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

146 Citations (Scopus)
2008

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)
2007

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

315 Citations (Scopus)
2006

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

202 Citations (Scopus)

Managing clouds: A case for a fresh look at large unreliable dynamic networks

Babaoglu, O., Jelasity, M., Kermarrec, A. M., Montresor, A. & Van Steen, M., Jul 2006, In : Operating Systems Review (ACM). 40, 3, p. 9-13 5 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
2005

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

508 Citations (Scopus)
2004

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

Jelasity, M., Montresor, A. & Babaoglu, O., 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)
2001

UEGO, an abstract clustering technique for multimodal global optimization

Jelasity, M., Ortigosa, P. M. & García, I., May 1 2001, In : Journal of Heuristics. 7, 3, p. 215-233 19 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)
2000

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)
1998

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)