Curriculum Vitae, Jelasity, Márk

Márk Jelasity's Curriculum Vitae

Personal Data

First name	Márk
Surname	Jelasity
Date of Birth	April 6, 1973
Place of Birth	Székesfehérvár, Hungary
Family Status	married, two children
Citizenship	Hungarian
Language	Hungarian: native English: fluent written and spoken (official Hungarian exam) Dutch, Italian: kitchen level Russian: unfortunately I forget more and more...

Positions Held

2003-	senior research scientist at the Research Group on Artificial Intelligence (RGAI) of the Hungarian Academy of Sciences, University of Szeged H-6701 Szeged, PO Box 652, Hungary Fax: +36 62-425-508
2006 May-July	visiting researcher at Telenor R&D, Snarøyveien 30, N-1331 Fornebu, Norway
2006 March-April	visiting researcher at IRISA, IRISA/INRIA Rennes, Campus universitaire de Beaulieu, Avenue du Général Leclerc, F-35042 Rennes Cedex, France
2003-2006	postdoc at Department of Computer Science, University of Bologna, Mura Anteo Zamboni 7, I-40126 Bologna, Italy, Fax: +39 051 2094510
2001-2003	postdoc at Computational Intelligence Group, Department of Artificial Intelligence, Faculty of Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1081a, NL-1081 HV Amsterdam, The Netherlands, Fax: +31 20 444 7653
2000	postdoc at Leiden Institute of Advanced Computer Science, Niels Bohrweg 1, Leiden NL-2333 AC, The Netherlands, Fax: +31 71 5276985
1996-2002	research assistant at the Research Group on Artificial Intelligence (RGAI) of the Hungarian Academy of Sciences, József Attila University H-6701 Szeged, PO Box 652, Hungary Fax: +36 62-425-508

Education

2001	PhD degree, Leiden University, the Netherlands. Title of thesis: The shape of evolutionary search: discovering and representing search space structure (1.1M). Check the errata if you have the original printed version.
2001	MSc degree in general linguistics, University of Szeged, Hungary. Title of thesis: A Framework for Modeling Non-Supervised Learning of Phonemes from Acoustic Input (856k).
1998-2000	cognitive science phd studies at the Eötvös Loránd University, Budapest, Hungary.
1996-2000	theoretical linguistics studies at the József Attila University (predecessor of University of Szeged), Szeged, Hungary.
1996	MSc degree in mathematics and computer science, József Attila University (predecessor of University of Szeged), Szeged, Hungary. Title of thesis: The Wave Model of Genetic Algorithms.
1991-1996	computer science and mathematics studies at the József Attila University (predecessor of University of Szeged), Szeged, Hungary.
1987-1991	Secondary school József Attila Gimnázium in Székesfehérvár.

Scholarships and Awards

2007-2010	Bolyai Scholarship. Awarded to young researchers by the Hungarian Academy of Sciences for research excellence.
November 1997	Pro Scientia Medal of the Council of National Scientific Students' Associations (OTDT). Awarded to students for research excellence.
June 1997	Outstanding Student Award, Faculty of Sciences, József Attila University (predecessor of University of Szeged), Szeged, Hungary.
April 1997	1st Prize at the National Scientific Conference of Students (in Hungarian OTDK) with the work entitled The Wave Model of Genetic Algorithms.
June 1996	Graduation with honors (Master's degree in computer science and mathematics).
1995/96	Scholarship of the Hungarian Republic. Full year scholarship awarded to students with an outsdanding scholastic record, by the Ministry of Education.
May 1995	3rd Prize at the National Scientific Conference of Students with the work entitled Genetic algorithms, introduction of species-structure.
1988	2nd Prize at the Mathematical Competition of the Three Counties (Veszprém, Pest and Fejér).

Research Experience and Interests

2003-2006	Working in the European BISON project I worked on several gossip based protocols for aggregation (distributed data mining) and communication topology management. The goal was extreme scalability, adaptivity and fault tolerance via all sorts of self-* properties (self-healing, self-organizing, etc). We have also developed the PeerSim simulator in Java, and we still maintain it.
2000-2003	Working in the European DREAM project I developed an adaptive and scalable open source framework for distributed computation on the Internet. From a technical point of view I programmed in Java (TCP/IP, serialization, security) and from a research point of view I developed a communication model which later evolved into the so called newscast model, a gossip based scheme for topology management and information dissemination.
1996-2000	Automatic speech recognition. Design and partial implementation of a signal processing and recognizing package in ANSI C++.
1995-2002	Study of genetic algorithms (GAs) with a theoretical point of view focusing mainly on the relationship between the structure of search spaces and the behavior of the algorithms.
1993-1998	Developing, implementing (in C++ language) and testing a new algorithm GAS for exploring the local optima (ie, the structure of the landscape) of a given objective function. GAS is a GA that also models species creation. A further algorithm called UEGO was also designed and implemented that eliminates some of the drawbacks of GAS in cooperation with the University of Almeria.
Motivation	The common theme of my seemingly completely fragmented past and present research is the desire to understand the nature and emergence of structure, intelligence and knowledge, both from a philosophic and a practical point of view. This is obviously a very broad topic, but in all cases can be characterized by something which is the opposite of top down design and control. In other words, I prefer looking at simple things that result in something complex and I try to avoid the opposite case.
Communities	Formerly my activity was largely within the evolutionary computing community (EC). Now I usually publish/review/edit in/for forums related to peer-to-peer (P2P) computing. This is a broad definition because many communities are interested in P2P, such as distributed computing and systems, networking, multi-agent systems, database systems, and so on. My attraction to P2P comes from the combination of my interest in self-organization, and my ambition to do things that actually (or at least might) work.

Teaching Experience

tutorial	Peer-to-Peer Systems and Gossip Protocols, at SASO 2007, 2007 July 8, MIT, Boston (MA), USA.
supervision	Boglárka Tóth and Tamás Vinkó, I. prize at the National Scientific Conference of Students, Eger, Hungary, 2001
self-organizing algorithms	University of Szeged, Hungary, Spring semester 2007
peer-to-peer algorithms	University of Szeged, Hungary, Fall semester 2006
self-managing systems	PhD course at Università di Bologna, Spring semester 2005
complex networks	4 classes at Università di Bologna as part of "complex adaptive systems" (Spring semesters 2004, 2005 and 2006)
evolutionary computing	1 semester at Vrije Universiteit Amsterdam in 2002, 1 semester at József Attila University in 1997
artificial intelligence	4 semesters at József Attila University from 1997-1999 (both on the faculty of sciences and faculty of arts)
numeric methods	5 semesters at József Attila University from 1996-1999
algorithms and data structures	2 semesters at József Attila University in 1995

Organization and Editing

The 11th IEEE International Conference on Peer-to-Peer Computing (IEEE P2P'11), Tokyo, Japan, August 31-September 2, 2011. TPC co-chair.
The 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2010), Budapest, Hungary, September 27-October 1, 2010. General Co-Chair.
Self-Organizing Systems Track, 12th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS 2010), New York City, USA, September 20-22, 2010. Co-Chair.
The 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2008), Isola di San Servolo (Venice), Italy, October 20-24, 2008. Publication Chair.
The 1st IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007), Boston, Massachusetts, USA, July, 2007. TPC co-chair.
The 4th International Workshop on Engineering Self-Organising Applications (ESOA'06), Hakodate, Japan, May, 2006. The Springer post-proceedings is available.
IEEE Intelligent Systems, 21(2), 2006. Special Issue: Self-Management through Self-Organization in Information Systems. (original CFP)
Engineering with Complexity and Emergence (ECE2005), Satellite workshop of the European Conference on Complex Systems (ECCS'05), November 15-16, 2005.
SELF-STAR, International Workshop on Self-* Properties in Complex Information Systems, University of Bologna Residential Center, Bertinoro (Forlì), Italy, 31 May - 2 June 2004. The Springer post-proceedings is available.

Peer Reviews

journal associate editor	Advances in Complex Systems (ACS)
journal reviewer	The Computer Journal \| International Journal of Autonomous and Adaptive Communications Systems \| Computing \| Journal of Grid Computing \| Peer-to-Peer Networking and Applications \| Future Generation Computer Systems \| Annals of Mathematics and Artificial Intelligence \| Evolutionary Computation \| Journal of Parallel and Distributed Computing \| IEEE Journal of Selected Topics in Signal Processing \| Optimization Letters \| Computer Networks \| Swarm Intelligence \| IEEE Journal on Selected Areas in Communications \| Acta Cybernetica \| IEEE Transactions on Knowledge and Data Engineering \| Distributed Computing \| Journal of Discrete Algorithms \| Parallel Computing \| International Journal of Computer Mathematics \| ACM SIGOPS Operating Systems Review \| Ad Hoc Networks \| IEEE Transactions on Network and Service Management \| IEEE Transactions on Multimedia \| Concurrency and Computation: Practice and Experience \| ACM Transactions on Computer Systems \| eTransactions on Networks and Service Management \| ACM Transactions on Autonomous and Adaptive Systems \| IEEE Transactions on Parallel and Distributed Systems \| IEEE Transactions on Systems, Man, and Cybernetics \| Software Practice and Experience \| AI Communications \| IEEE Transactions on Evolutionary Computing
PhD thesis opponent	Michel Meulpolder (2011, Delft University of Technology) \| László Toka (2011, Eurecom, Telecom Paris, and Budapest University of Technology and Economics) \| Marco Biazzini (2010, University of Trento, Italy) \| István Bíró (2010, Eötvös Loránd University) \| Attila Fekete (2008, Eötvös Loránd University) \| Péter Kersch (2008, Budapest University of Technology and Economics) \| Spyros Voulgaris (2006, Vrije Universiteit, Amsterdam) \| Laszlo Gulyas (2005, SZTAKI, Budpest)
PC member	LION 2012 \| BIONETICS 2011 \| ECCS 2011 \| GECCO 2011 \| IWSOS 2011 \| MSOP2P 2011 \| PDP 2011 \| LION 2011 \| SAC 2011, SCS track \| BIONETICS 2010 \| CEC 2010 \| P2P 2010 \| PPSN 2010 \| ANTS 2010 \| HICSS 2010 (DUC mini-track) \| LION 2010 \| SAC 2010, SCS track \| PDP 2010 \| BIONETICS 2009 \| SSS 2009, SOS track and P2P track \| PDP 2009 \| SOPDS 2009 \| HICSS 2009 (ADS mini-track) \| LION 2009 \| ECOSOA 2008 \| P2P 2008 \| ESAW 2008 \| BIONETICS 2008 \| PPSN 2008 \| DAPSYS 2008 \| Euro-Par 2008 vice chair of topic: Peer-to-Peer Computing \| SOPDS 2008 \| MSOP2P 2008 \| BIONETICS 2007 \| EEMMAS 2007 \| P2P 2007 \| CEC 2007 special session on EC for decentralized systems \| ICPP 2007 \| ICCCN 2007 \| DPUbiq 2007 \| MSOP2P 2007 \| MA4CS 2006 \| BIONETICS 2006 \| ICCCN 2006 \| P2P 2006 \| Euro-Par 2006 vice chair of topic: Peer-to-Peer and Web Computing \| SelfMan 2006 \| ICDCS 2006 (P2P track) \| STD3S 2006 \| IEEE StoDiS 2005 \| Euro-Par 2005 vice chair of topic: Peer-to-Peer and Web Computing \| ESOA'05 \| AISB'05 SIC \| International Symposium on Computational Intelligence \| GECCO 1999 \| PPSN IV
conference reviewer	IPDPS 2011 \| DSN 2007 \| DSN 2006 \| PODS 2006 \| NOMS 2006 \| SelfMan 2005 \| ECCS'05 \| ICAC-04 \| DSN-2004 \| DISC 2004 \| ANTS 2004
proposal reviewer	EU FP7 ICT FET \| Swiss National Science Foundation (SNSF) \| The Netherlands Organisation for Scientific Research (NWO) \| Slovak Research and Development Agency (APVV) \| Hungarian Scientific Research Fund (OTKA)

Here I list (mostly invited) talks that I gave at seminars of different institutions, or invited talks at conferences. I do not list regular conference talks, project presentations and internal working talks.

Teljesen elosztott adatbányászat pletyka algoritmusokkal (in Hungarian), at Conference on Informatics in Higher Education, University of Debrecen, 2:30pm, August 24, 2011, Debrecen, Hungary, plenary talk invited by Miklós Herdon
Asynchronous Peer-to-Peer Data Mining, at Parallel and Distributed Systems Group, Delft University of Technology, 10:30am, March 1, 2011, Delft, The Netherlands, invited by Dick H. J. Epema
Algorithms for Fully Distributed Techno-Social Systems, at PerAda Summer School, 8:30am, September 22, 2010, Budapest, Hungary, invited by Franco Zambonelli
Gossip-based self-organizing overlay networks, at "complex tea" seminar of the Physics of Complex Systems Department, Eötvös Loránd University, 2pm, September 23, 2008, Budapest, Hungary, invited by Gábor Vattay
How to build large scale distributed systems on self-organization?, at 7th International Conference on Distributed and Parallel Systems, 9am, September 5, 2008, Debrecen, Hungary, invited by Zsolt Németh
Gossip Protocols, at École d'été RÉSCOM 2008, 9am, June 16, 2008, Saint-Jean-Cap-Ferrat, France, invited by Anne-Marie Kermarrec
Gossip Protocols, at SICS Seminar, Swedish Institute of Computer Science, Room Knuth, 3pm, September 20, 2007, invited by Seif Haridi
A case study on gossip beyond gossip: Sorting, at Workshop on Gossip-based Computer Networking, Lorentz Center, Universiteit Leiden, 9am, December 21, 2006, invited by Anne-Marie Kermarrec and Maarten van Steen
CloudMan: A fully decentralized middleware, at DIT seminar series, Department of Information and Communication Technology, University of Trento, Room 7 (Faculty of Science, Povo), 3pm, September 19, 2006, invited by Alberto Montresor
A P2P Architecture for a Large-Scale Dynamic Grid?, at PARIS seminar, IRISA, Salle Les Minquiers, March 16, 2006, Rennes, France, invited by Anne-Marie Kermarrec
Engineering Emergence through Gossip, at AISB'05 Convention, Joint Symposium on Socially Inspired Computing, April 14, 2005, Hatfield, UK, invited by David Hales
Gossip-based Self-Organizing Overlay Networks, at Institute of Informatics seminar, University of Szeged, Hungary, Institute of Informatics, seminar room, Árpád tér, September 28, 2004
Constructing Overlay Networks through Gossip, at Seminario Interdipartimentale di Algoritmica, Universita di Roma "La Sapienza", Department of Computer Science, via Salaria 113, Seminar Room, third floor, at noon, May 24, 2004, invited by Alessandro Panconesi
Gossip beyond broadcasting: gossip based aggregation, at Joint LAMP-LPD seminar, EPFL, LPD Distributed Programming Laboratory, Lausanne, Switzerland, INR 322, 3pm, March 11, 2004, invited by Rachid Guerraoui
Computing in Large Scale Dynamic Networks: Aggregation as an Example, at RGAI seminar, University of Szeged, Hungary, Reasearch Group on Artificial Intelligence, Gépterem (RGAI, Bólyai building, room 53), March 4, 2004
Using Epidemics and Diffusion for Decentralized Monitoring and Control of Fully Distributed Systems, at ZHR Kolloquium, Technische Universität Dresden, Zentrum für Hochleistungsrechnen, Willers-Bau C207, 10am, 25 November, 2003, invited by Andreas Deutsch

Selected Papers

This is work I like most, both published and unpublished. This list is volatile and biased towards fresh stuff. Check the full list of published papers and technical reports if you don't find here what you're after.

Róbert Ormándi, István Hegedűs, and Márk Jelasity. Efficient P2P ensemble learning with linear models on fully distributed data. Technical Report 1109.1396, arxiv.org, 2011.
Márk Jelasity, Geoffrey Canright, and Kenth Engø-Monsen. Asynchronous distributed power iteration with gossip-based normalization. In Anne-Marie Kermarrec, Luc Bougé, and Thierry Priol, editors, Euro-Par 2007, volume 4641 of Lecture Notes in Computer Science, pages 514–525. Springer-Verlag, 2007. (doi:10.1007/978-3-540-74466-5_55)
Márk Jelasity and Ozalp Babaoglu. T-Man: Gossip-based overlay topology management. In Sven A. Brueckner, Giovanna Di Marzo Serugendo, David Hales, and Franco Zambonelli, editors, Engineering Self-Organising Systems: Third International Workshop (ESOA 2005), Revised Selected Papers, volume 3910 of Lecture Notes in Computer Science, pages 1–15. Springer-Verlag, 2006. (doi:10.1007/11734697_1)
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. Gossip-based aggregation in large dynamic networks. ACM Transactions on Computer Systems, 23(3):219–252, August 2005. (doi:10.1145/1082469.1082470)
Márk Jelasity, Rachid Guerraoui, Anne-Marie Kermarrec, and Maarten van Steen. The peer sampling service: Experimental evaluation of unstructured gossip-based implementations. In Hans-Arno Jacobsen, editor, Middleware 2004, volume 3231 of Lecture Notes in Computer Science, pages 79–98. Springer-Verlag, 2004. (doi:10.1007/b101561)
Márk Jelasity, Wojtek Kowalczyk, and Maarten van Steen. Newscast computing. Technical Report IR-CS-006, Vrije Universiteit Amsterdam, Department of Computer Science, Amsterdam, The Netherlands, November 2003.
Márk Jelasity, Mike Preuß, and A. E. Eiben. Operator learning for a problem class in a distributed peer-to-peer environment. In Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN VII, volume 2439 of Lecture Notes in Computer Science, pages 172–183. Springer-Verlag, 2002. (doi:10.1007/3-540-45712-7_17)
Márk Jelasity, Pilar Martínez Ortigosa, and Inmaculada García. UEGO, an abstract clustering technique for multimodal global optimization. Journal of Heuristics, 7(3):215–233, May 2001. (doi:10.1023/A:1011367930251)
Márk Jelasity. Towards automatic domain knowledge extraction for evolutionary heuristics. In Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN VI, volume 1917 of Lecture Notes in Computer Science, pages 755–764. Springer-Verlag, 2000. (doi:10.1007/3-540-45356-3)
Márk Jelasity. The adaptationist stance and evolutionary computation. In Wolfgang Banzhaf, Jason Daida, A. E. Eiben, Max H. Garzon, Vasant Honavar, Mark Jakiela, and Robert E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99), pages 1859–1864, San Francisco, CA, 1999. Morgan Kaufmann.
Márk Jelasity. Genetikus algoritmusok. In Iván Futó, editor, Mesterséges Intelligencia, pages 549–568. Aula Kiadó, 1999. in Hungarian.
Márk Jelasity and József Dombi. GAS, a concept on modeling species in genetic algorithms. Artificial Intelligence, 99(1):1–19, 1998. (doi:10.1016/S0004-3702(97)00071-4)

Technical Reports

Titles listed here are unpublished. When a paper gets published (appears under publications) that covers a paper in this list (extended, revised, etc., version), the paper in question is removed from here. When the unpublished version is more extended than the published one, it is not removed from here however.

Róbert Ormándi, István Hegedűs, and Márk Jelasity. Efficient P2P ensemble learning with linear models on fully distributed data. Technical Report 1109.1396, arxiv.org, 2011.
Alberto Montresor, Márk Jelasity, and Ozalp Babaoglu. Decentralized ranking in large-scale overlay networks. Technical Report UBLCS-2004-18, University of Bologna, Department of Computer Science, Bologna, Italy, December 2004. http://www.cs.unibo.it/pub/TR/UBLCS/2004/2004-18.pdf.
Márk Jelasity, Wojtek Kowalczyk, and Maarten van Steen. Newscast computing. Technical Report IR-CS-006, Vrije Universiteit Amsterdam, Department of Computer Science, Amsterdam, The Netherlands, November 2003.
Márk Jelasity and Maarten van Steen. Large-scale newscast computing on the Internet. Technical Report IR-503, Vrije Universiteit Amsterdam, Department of Computer Science, Amsterdam, The Netherlands, October 2002.
Pilar Martínez Ortigosa, Inmaculada García, and Márk Jelasity. Evaluation of the GAS algorithm and porposal of an adaptive version (AGAS). Technical Report IR-3, Departamento Arquitectura de Computadores y Electrónica, Universidad de Almería, 1998.

Publications

Kornél Csernai, Márk Jelasity, Johan Pouwelse, and Tamás Vinkó. Modeling unconnectable peers in private BitTorrent communities. In Proceedings of the 19th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP'11), pages 582–589, Ayia Napa, Cyprus, 2011. IEEE Computer Society. MSOP2P special track. (doi:10.1109/PDP.2011.21)
Márk Jelasity. Gossip. In Giovanna Di Marzo Serugendo, Marie-Pierre Gleizes, and Anthony Karageorgos, editors, Self-Organising Software: From Natural to Artificial Adaptation, Natural Computing Series, pages 139–162. Springer, 2011. (doi:10.1007/978-3-642-17348-6_7)
Márk Jelasity, Vilmos Bilicki, and Miklós Kasza. Modeling network-level impacts of P2P flows. In Proceedings of the 19th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP'11), pages 590–594, Ayia Napa, Cyprus, 2011. IEEE Computer Society. MSOP2P special track. (doi:10.1109/PDP.2011.9)
Róbert Ormándi, István Hegedűs, and Márk Jelasity. Asynchronous peer-to-peer data mining with stochastic gradient descent. In Emmanuel Jeannot, Raymond Namyst, and Jean Roman, editors, Euro-Par 2011, volume 6852 of Lecture Notes in Computer Science, pages 528–540. Springer-Verlag, 2011. (doi:10.1007/978-3-642-23400-2_49)
Márk Jelasity and Vilmos Bilicki. Scalable stealth mode P2P overlays of very small constant degree. ACM Transactions on Autonomous and Adaptive Systems, 6(4):27:1–27:20, October 2011. (doi:10.1145/2019591.2019596)
Balázs Szappanos, Károly Kovács, Béla Szamecz, Frantisek Honti, Michael Costanzo, Anastasia Baryshnikova, Gabriel Gelius-Dietrich, Martin J. Lercher, Márk Jelasity, Chad L. Myers, Brenda J. Andrews, Charles Boone, Stephen G. Oliver, Csaba Pál, and Balázs Papp. An integrated approach to characterize genetic interaction networks in yeast metabolism. Nature Genetics, 43(7):656–662, July 2011. (doi:10.1038/ng.846)
Róbert Ormándi, István Hegedűs, Kornél Csernai, and Márk Jelasity. Towards inferring ratings from user behavior in BitTorrent communities. In Proceedings of the 6th International Workshop on Collaborative Peer-to-Peer Systems (COPS) at WETICE'10, pages 217–222. IEEE Computer Society, 2010. best paper award. (doi:10.1109/WETICE.2010.41)
Róbert Ormándi, István Hegedűs, Richárd Farkas, and Márk Jelasity. Novel balanced feature representation for Wikipedia vandalism detection task. In CLEF 2010 Labs and Workshops, 2010. http://clef2010.org/index.php?page=pages/proceedings.php.
Róbert Ormándi, István Hegedűs, and Márk Jelasity. Overlay management for fully distributed user-based collaborative filtering. In Pasqua D'Ambra, Mario Guarracino, and Domenico Talia, editors, Euro-Par 2010, volume 6271 of Lecture Notes in Computer Science, pages 446–457. Springer-Verlag, 2010. (doi:10.1007/978-3-642-15277-1_43)
Marco Biazzini, Balázs Bánhelyi, Alberto Montresor, and Márk Jelasity. Distributed hyper-heuristics for real parameter optimization. In Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO '09), pages 1339–1346, Montreal, Québec, Canada, 2009. ACM. (doi:10.1145/1569901.1570081)
Marco Biazzini, Balázs Bánhelyi, Alberto Montresor, and Márk Jelasity. Peer-to-peer optimization in large unreliable networks with branch-and-bound and particle swarms. In Applications of Evolutionary Computing (EvoWorkshops), volume 5484 of Lecture Notes in Computer Science, pages 87–92. Springer-Verlag, 2009. (doi:10.1007/978-3-642-01129-0_10)
Márk Jelasity and Vilmos Bilicki. Scalable P2P overlays of very small constant degree: an emerging security threat. In Rachid Guerraoui and Franck Petit, editors, The 11th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS 2009), volume 5873 of Lecture Notes in Computer Science, pages 399–412. Springer-Verlag, 2009. (doi:10.1007/978-3-642-05118-0_28)
Márk Jelasity and Vilmos Bilicki. Towards automated detection of peer-to-peer botnets: On the limits of local approaches. In 2nd USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET'09). USENIX, 2009. http://www.usenix.org/events/leet09/tech/.
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. T-Man: Gossip-based fast overlay topology construction. Computer Networks, 53(13):2321–2339, 2009. (doi:10.1016/j.comnet.2009.03.013)
István Nagy, Richárd Farkas, and Márk Jelasity. Researcher affiliation extraction from homepages. In Proceedings of the 2009 Workshop on text and citation analysis for scholarly digital libraries (NLPIR4DL), pages 1–9, Suntec City, Singapore, 2009. Association for Computational Linguistics.
Norbert Tölgyesi and Márk Jelasity. Adaptive peer sampling with newscast. In Henk Sips, Dick Epema, and Hai-Xiang Lin, editors, Euro-Par 2009, volume 5704 of Lecture Notes in Computer Science, pages 523–534. Springer-Verlag, 2009. (doi:10.1007/978-3-642-03869-3_50)
Alberto Montresor and Márk Jelasity. Peersim: A scalable P2P simulator. In Proceedings of the 9th IEEE International Conference on Peer-to-Peer Computing (P2P 2009), pages 99–100, Seattle, Washington, USA, September 2009. IEEE. extended abstract. (doi:10.1109/P2P.2009.5284506)
Richárd Farkas, Róbert Ormándi, Márk Jelasity, and János Csirik. A manually annotated HTML corpus for a novel scientific trend analysis. In The Eighth IAPR International Workshop on Document Analysis Systems (DAS2008): Extended abstracts, 2008.
Alberto Montresor, Márk Jelasity, and Ozalp Babaoglu. Decentralized ranking in large-scale overlay networks. In Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW 2008), pages 208–213. IEEE Computer Society, 2008. (doi:10.1109/SASOW.2008.17)
Ozalp Babaoglu and Márk Jelasity. Self-* properties through gossiping. Philosophical Transactions of the Royal Society A, 366(1881):3747–3757, October 2008. (doi:10.1098/rsta.2008.0122)
Ozalp Babaoglu, Toni Binci, Márk Jelasity, and Alberto Montresor. Firefly-inspired heartbeat synchronization in overlay networks. In First IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007), pages 77–86, Boston (MA), USA, 2007. IEEE Computer Society. (doi:10.1109/SASO.2007.25)
Paolo Costa, Vincent Gramoli, Márk Jelasity, Gian Paolo Jesi, Erwan Le Merrer, Alberto Montresor, and Leonardo Querzoni. Exploring the interdisciplinary connections of gossip-based systems. ACM SIGOPS Operating Systems Review, 41(5):51–60, 2007. (doi:10.1145/1317379.1317388)
Giovanna Di Marzo Serugendo, Jean-Philippe Martin-Flatin, Márk Jelasity, and Franco Zambonelli, editors. First IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO'07). IEEE Computer Society, 2007. (doi:10.1109/SASO.2007.22)
Márk Jelasity, Geoffrey Canright, and Kenth Engø-Monsen. Asynchronous distributed power iteration with gossip-based normalization. In Anne-Marie Kermarrec, Luc Bougé, and Thierry Priol, editors, Euro-Par 2007, volume 4641 of Lecture Notes in Computer Science, pages 514–525. Springer-Verlag, 2007. (doi:10.1007/978-3-540-74466-5_55)
Márk Jelasity, Spyros Voulgaris, Rachid Guerraoui, Anne-Marie Kermarrec, and Maarten van Steen. Gossip-based peer sampling. ACM Transactions on Computer Systems, 25(3):8, August 2007. (doi:10.1145/1275517.1275520)
Sven A. Brueckner, Salima Hassas, Márk Jelasity, and Daniel Yamins, editors. Engineering Self-Organising Systems, volume 4335 of Lecture Notes in Artificial Intelligence. Springer-Verlag, January 2007. (doi:10.1007/978-3-540-69868-5)
Ozalp Babaoglu, Márk Jelasity, Anne-Marie Kermarrec, Alberto Montresor, and Maarten van Steen. Managing clouds: A case for a fresh look at large unreliable dynamic networks. ACM SIGOPS Operating Systems Review, 40(3):9–13, 2006. (doi:10.1145/1151374.1151379)
Márk Jelasity and Ozalp Babaoglu. T-Man: Gossip-based overlay topology management. In Sven A. Brueckner, Giovanna Di Marzo Serugendo, David Hales, and Franco Zambonelli, editors, Engineering Self-Organising Systems: Third International Workshop (ESOA 2005), Revised Selected Papers, volume 3910 of Lecture Notes in Computer Science, pages 1–15. Springer-Verlag, 2006. (doi:10.1007/11734697_1)
Márk Jelasity, Ozalp Babaoglu, and Robert Laddaga, editors. IEEE Intelligent Systems 21(2). IEEE Computer Society, 2006. Special issue on Self-Management through Self-Organization in Information Systems. (doi:10.1109/MIS.2006.27)
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. The bootstrapping service. In Proceedings of the 26th International Conference on Distributed Computing Systems Workshops (ICDCS WORKSHOPS), Lisboa, Portugal, 2006. IEEE Computer Society. International Workshop on Dynamic Distributed Systems (IWDDS). (doi:10.1109/ICDCSW.2006.105)
Ozalp Babaoglu, Geoffrey Canright, Andreas Deutsch, Gianni A. Di Caro, Frederick Ducatelle, Luca M. Gambardella, Niloy Ganguly, Márk Jelasity, Roberto Montemanni, Alberto Montresor, and Tore Urnes. Design patterns from biology for distributed computing. ACM Transactions on Autonomous and Adaptive Systems, 1(1):26–66, September 2006. (doi:10.1145/1152934.1152937)
Márk Jelasity and Anne-Marie Kermarrec. Ordered slicing of very large-scale overlay networks. In Proceedings of the 6th IEEE International Conference on Peer-to-Peer Computing (P2P 2006), pages 117–124, Cambridge, UK, September 2006. IEEE Computer Society. (doi:10.1109/P2P.2006.25)
Ozalp Babaoglu, Márk Jelasity, and Alberto Montresor. Gossip-based self-managing services for large scale dynamic networks. In Matthias Bossardt, Georg Carle, D. Hutchison, Hermann de Meer, and Bernhard Plattner, editors, Service Management and Self-Organization in IP-based Networks, number 04411 in Dagstuhl Seminar Proceedings. IBFI, Schloss Dagstuhl, Germany, 2005. extended abstract, proceedings online at http://drops.dagstuhl.de/portals/04411/.
Ozalp Babaoglu, Márk Jelasity, and Alberto Montresor. Grassroots approach to self-management in large-scale distributed systems. In Jean-Pierre Banâtre, Pascal Fradet, Jean-Louis Giavitto, and Olivier Michel, editors, Unconventional Programming Paradigms (UPP 2004), volume 3566 of Lecture Notes in Computer Science, pages 286–296. Springer-Verlag, 2005. (doi:10.1007/11527800_22)
Marco A. Boschetti, Márk Jelasity, and Vittorio Maniezzo. A fully distributed Lagrangean metaheuristic for a P2P overlay network design problem. In Proceedings of the 6th Metaheuristics International Conference (MIC2005), 2005. extended abstract, on CD-ROM.
Márk Jelasity. Engineering emergence through gossip. In Bruce Edmonds, Nigel Gilbert, Steven Gustafson, David Hales, and Natalio Krasnogor, editors, Proceedings of the Joint Symposium on Socially Inspired Computing, AISB Convention, pages 123–126, Hatfield, UK, 2005. AISB. extended abstract, invited talk.
Ozalp Babaoglu, Geoffrey Canright, Andreas Deutsch, Gianni Di Caro, Frederick Ducatelle, Luca Gambardella, Niloy Ganguly, Márk Jelasity, Roberto Montemanni, and Alberto Montresor. Design patterns from biology for distributed computing. In Proceedings of the European Conference on Complex Systems (ECCS'05), Paris, France, November 2005. on CD-ROM.
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. Gossip-based aggregation in large dynamic networks. ACM Transactions on Computer Systems, 23(3):219–252, August 2005. (doi:10.1145/1082469.1082470)
Alberto Montresor, Márk Jelasity, and Ozalp Babaoglu. Chord on demand. In Proceedings of the 5th IEEE International Conference on Peer-to-Peer Computing (P2P 2005), pages 87–94, Konstanz, Germany, August 2005. IEEE Computer Society. (doi:10.1109/P2P.2005.4)
Ozalp Babaoglu, Márk Jelasity, Alberto Montresor, Christof Fetzer, Stefano Leonardi, Aad van Moorsel, and Maarten van Steen, editors. Self-Star Properties in Complex Information Systems, volume 3460 of Lecture Notes in Computer Science, Hot Topics. Springer-Verlag, May 2005. (doi:10.1007/b136551)
Márk Jelasity and Alberto Montresor. Epidemic-style proactive aggregation in large overlay networks. In Proceedings of The 24th International Conference on Distributed Computing Systems (ICDCS 2004), pages 102–109, Tokyo, Japan, 2004. IEEE Computer Society. (doi:10.1109/ICDCS.2004.1281573)
Márk Jelasity, Rachid Guerraoui, Anne-Marie Kermarrec, and Maarten van Steen. The peer sampling service: Experimental evaluation of unstructured gossip-based implementations. In Hans-Arno Jacobsen, editor, Middleware 2004, volume 3231 of Lecture Notes in Computer Science, pages 79–98. Springer-Verlag, 2004. (doi:10.1007/b101561)
Márk Jelasity, Wojtek Kowalczyk, and Maarten van Steen. An approach to massively distributed aggregate computing on peer-to-peer networks. In Proceedings of the 12th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP'04), pages 200–207, A Coruna, Spain, 2004. IEEE Computer Society. (doi:10.1109/EMPDP.2004.1271446)
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. A modular paradigm for building self-organizing peer-to-peer applications. In Giovanna Di Marzo Serugendo, Anthony Karageorgos, Omer F. Rana, and Franco Zambonelli, editors, Engineering Self-Organising Systems, volume 2977 of Lecture Notes in Artificial Intelligence, pages 265–282. Springer, 2004. invited paper. (doi:10.1007/b95863)
Vittorio Maniezzo, Marco A. Boschetti, and Márk Jelasity. An ant approach to membership overlay design. In Marco Dorigo, Mauro Birattari, Christian Blum, Luca M. Gambardella, Francesco Mondada, and Thomas Stützle, editors, Ant Colony Optimization and Swarm Intelligence, 4th International Workshop (ANTS 2004), volume 3172 of Lecture Notes in Computer Science, pages 37–48. Springer-Verlag, 2004. (doi:10.1007/b99492)
Alberto Montresor, Márk Jelasity, and Ozalp Babaoglu. Robust aggregation protocols for large-scale overlay networks. In Proceedings of The 2004 International Conference on Dependable Systems and Networks (DSN), pages 19–28, Florence, Italy, 2004. IEEE Computer Society. (doi:10.1109/DSN.2004.1311873)
Spyros Voulgaris, Márk Jelasity, and Maarten van Steen. A robust and scalable peer-to-peer gossiping protocol. In Gianluca Moro, Claudio Sartori, and Munindar P. Singh, editors, Agents and Peer-to-Peer Computing: Second International Workshop, AP2PC 2003, volume 2872 of Lecture Notes in Artificial Intelligence, pages 47–58. Springer, 2004. (doi:10.1007/b104265)
Márk Jelasity, Alberto Montresor, and Ozalp Babaoglu. Detection and removal of malicious peers in gossip-based protocols. In 2nd Bertinoro Workshop on Future Directions in Distributed Computing: Survivability: Obstacles and Solutions (FuDiCo II: S.O.S.), Bertinoro, Italy, June 2004. invitation only workshop, proceedings online at http://www.cs.utexas.edu/users/lorenzo/sos/.
Wojtek Kowalczyk, Márk Jelasity, and A. E. Eiben. Towards data mining in large and fully distributed peer-to-peer overlay networks. In Tom Heskes, Peter Lucas, Louis Vuurpijl, and Wim Wiegerinck, editors, Proceedings of The 15th Belgian-Dutch Conference on Artificial Intelligence (BNAIC'03), pages 203–210. University of Nijmegen, 2003.
Maribel G. Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan J. Merelo, Ben Paechter, Mike Preuß, and Marc Schoenauer. A framework for distributed evolutionary algorithms. In Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN VII, volume 2439 of Lecture Notes in Computer Science, pages 665–675. Springer-Verlag, 2002. (doi:10.1007/3-540-45712-7_64)
Ágoston E. Eiben and Márk Jelasity. A critical note on experimental research methodology in EC. In Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002), pages 582–587. IEEE Press, 2002. (doi:10.1109/CEC.2002.1006991)
Márk Jelasity. Reflections on Niyogi's book `The informational complexity of learning'. Akusztikai Szemle, IV(1–2):19–21, 2002. book review.
Márk Jelasity and Mike Preuß. On obtaining global information in a peer-to-peer fully distributed environment. In Burkhard Monien and Rainer Feldman, editors, Euro-Par 2002, volume 2400 of Lecture Notes in Computer Science, pages 573–577. Springer-Verlag, 2002. (doi:10.1007/3-540-45706-2_78)
Márk Jelasity, Mike Preuß, and A. E. Eiben. Operator learning for a problem class in a distributed peer-to-peer environment. In Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN VII, volume 2439 of Lecture Notes in Computer Science, pages 172–183. Springer-Verlag, 2002. (doi:10.1007/3-540-45712-7_17)
Márk Jelasity, Mike Preuß, and Ben Paechter. A scalable and robust framework for distributed applications. In Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002), pages 1540–1545. IEEE Press, 2002. special session Distributed Learning for Optimization. (doi:10.1109/CEC.2002.1004471)
Márk Jelasity, Mike Preuß, Maarten van Steen, and Ben Paechter. Maintaining connectivity in a scalable and robust distributed environment. In Henri E. Bal, Klaus-Peter Löhr, and Alexander Reinefeld, editors, Proceedings of the Second IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid2002), pages 389–394, Berlin, Germany, 2002. IEEE Computer Society. 2nd GP2PC workshop. (doi:10.1109/CCGRID.2002.1017166)
Pilar Martínez Ortigosa, Inmaculada García, and Márk Jelasity. Two approaches for parallelizing the UEGO algorithm. In Franco Giannessi, Panos M. Pardalos, and Tamás Rapcsák, editors, Optimization Theory: Recent Developments from Mátraháza, volume 59 of Applied Optimization, pages 159–177. Kluwer Academic Publishers, October 2001.
Márk Jelasity, Pilar Martínez Ortigosa, and Inmaculada García. UEGO, an abstract clustering technique for multimodal global optimization. Journal of Heuristics, 7(3):215–233, May 2001. (doi:10.1023/A:1011367930251)
Pilar Martínez Ortigosa, Inmaculada García, and Márk Jelasity. Reliability and performance of UEGO, a clustering-based global optimizer. Journal of Global Optimization, 19(3):265–289, March 2001. (doi:10.1023/A:1011224107143)
Márk Jelasity. The shape of evolutionary search: discovering and representing search space structure. PhD thesis, Leiden University, January 2001. IPA Dissertation Series 2001-01.
Márk Jelasity. Towards automatic domain knowledge extraction for evolutionary heuristics. In Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN VI, volume 1917 of Lecture Notes in Computer Science, pages 755–764. Springer-Verlag, 2000. (doi:10.1007/3-540-45356-3)
András Kocsor, László Tóth, András Kuba, Jr, Kornél Kovács, Márk Jelasity, Tibor Gyimóthy, and János Csirik. A comparative study of several feature transformation and learning methods for phoneme classification. International Journal of Speech Technology, 3(3/4):263–276, 2000. (doi:10.1023/A:1026554814106)
Márk Jelasity. Instance-based manifesto?. Behavioral and Brain Sciences, 23(4):482–483, August 2000. commentary. (doi:10.1017/S0140525X00383352)
Márk Jelasity. The adaptationist stance and evolutionary computation. In Wolfgang Banzhaf, Jason Daida, A. E. Eiben, Max H. Garzon, Vasant Honavar, Mark Jakiela, and Robert E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99), pages 1859–1864, San Francisco, CA, 1999. Morgan Kaufmann.
Márk Jelasity. Genetikus algoritmusok. In Iván Futó, editor, Mesterséges Intelligencia, pages 549–568. Aula Kiadó, 1999. in Hungarian.
Márk Jelasity, Boglárka Tóth, and Tamás Vinkó. Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions. In Proceedings of the 1999 Congress on Evolutionary Computation (CEC99), pages 623–630. IEEE, IEEE Press, 1999. special session Theory and Foundation of Evolutionary Computation. (doi:10.1109/CEC.1999.781990)
Pilar Martínez Ortigosa, Inmaculada García, and Márk Jelasity. Evaluating UEGO, an evolutionary global optimization algorithm. In Proceedings of the International Workshop on Global Optimization (GO.99), pages 97–100, Firenze, Italy, 1999. extended abstract.
András Kocsor, András Kuba, Jr, László Tóth, Márk Jelasity, László Felföldi, Tibor Gyimóthy, and János Csirik. A segment-based statistical speech recognition system for isolated/continuous number recognition. In Jaan Penjam, editor, Proceedings of the 6th Fenno-Ugric Symposium on Software Technology (FUSST'99), pages 201–211, Sagadi, Estonia, August 1999.
Márk Jelasity. UEGO, an abstract niching technique for global optimization. In A. E. Eiben, Thomas Bäck, Marc Schoenauer, and Hans-Paul Schwefel, editors, Parallel Problem Solving from Nature - PPSN V, volume 1498 of Lecture Notes in Computer Science, pages 378–387. Springer-Verlag, 1998. (doi:10.1007/BFb0056880)
Márk Jelasity and József Dombi. GAS, a concept on modeling species in genetic algorithms. Artificial Intelligence, 99(1):1–19, 1998. (doi:10.1016/S0004-3702(97)00071-4)
Zoltán Alexin, János Csirik, Tibor Gyimóthy, Márk Jelasity, and László Tóth. Learning phonetic rules in a speech recognition system. In Nada Lavrač and Sašo Džeroski, editors, Inductive Logic Programming, 7th International Workshop, volume 1297 of Lecture Notes in Computer Science, pages 37–44. Springer-Verlag, 1997. (doi:10.1007/3540635149_33)
Márk Jelasity. A wave analysis of the subset sum problem. In Thomas Bäck, editor, Proceedings of the 7th International Conference on Genetic Algorithms (ICGA'97), pages 89–96. Morgan Kaufmann, 1997.
Márk Jelasity and József Dombi. GAS, a concept on modeling species in genetic algorithms. In Jean-Marc Alliot, Evelyne Lutton, Edmund M. A. Ronald, Marc Schoenauer, and Dominique Snyers, editors, Artificial Evolution, volume 1063 of Lecture Notes in Computer Science, pages 69–85. Springer-Verlag, 1996. (doi:10.1007/3-540-61108-8_31)
Márk Jelasity and József Dombi. Implicit formae in genetic algorithms. In Werner Ebeling, Ingo Rechenberg, Hans-Paul Schwefel, and Hans-Michael Voigt, editors, Parallel Problem Solving from Nature - PPSN IV, volume 1141 of Lecture Notes in Computer Science, pages 154–163. Springer-Verlag, 1996. (doi:10.1007/3-540-61723-X_979)
Márk Jelasity and József Dombi. GAS, an approach to a solution of the niche radius problem. In Proceedings of the First International Conference on Genetic Agorithms in Engeneering Systems: Innovations and Applications (GALESIA'95), pages 424–429, Sheffield, UK, 1995. IEE. (doi:10.1049/cp:19951086)

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