Márk Jelasity

According to our database1, Márk Jelasity
  • authored at least 80 papers between 1995 and 2018.
  • has a "Dijkstra number"2 of three.

Timeline

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Bibliography

2018
Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation.
Security and Communication Networks, 2018

2017
Differentially Private Linear Models for Gossip Learning through Data Perturbation.
OJIOT, 2017

Decentralized Management of Random Walks over a Mobile Phone Network.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

2016
Robust Decentralized Low-Rank Matrix Decomposition.
ACM TIST, 2016

Robust Decentralized Differentially Private Stochastic Gradient Descent.
JoWUA, 2016

Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Dimension Reduction Methods for Collaborative Mobile Gossip Learning.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

2015
A Distributed Algorithm for Large-Scale Graph Partitioning.
TAAS, 2015

Building a Secure and Privacy-Preserving Smart Grid.
Operating Systems Review, 2015

A comparative study of spanning tree and gossip protocols for aggregation.
Concurrency and Computation: Practice and Experience, 2015

Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning.
Proceedings of the Distributed Applications and Interoperable Systems, 2015

2014
Fully distributed robust singular value decomposition.
Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Defining and understanding smartphone churn over the internet: A measurement study.
Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Distributional differential privacy for large-scale smart metering.
Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2014

Spanning Tree or Gossip for Aggregation: A Comparative Study.
Proceedings of the Euro-Par 2014 Parallel Processing, 2014

2013
Gossip learning with linear models on fully distributed data.
Concurrency and Computation: Practice and Experience, 2013

Massively Distributed Concept Drift Handling in Large Networks.
Advances in Complex Systems, 2013

JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning.
Proceedings of the 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2013

Through the wormhole: Low cost, fresh peer sampling for the Internet.
Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

Gossip-based distributed stochastic bandit algorithms.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Asynchronous privacy-preserving iterative computation on peer-to-peer networks.
Computing, 2012

Gossip-Based Learning under Drifting Concepts in Fully Distributed Networks.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

Peer-to-Peer Multi-class Boosting.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011
Gossip.
Proceedings of the Self-organising Software - From Natural to Artificial Adaptation, 2011

Scalable Stealth Mode P2P Overlays of Very Small Constant Degree.
TAAS, 2011

Efficient P2P Ensemble Learning with Linear Models on Fully Distributed Data
CoRR, 2011

Modeling Network-Level Impacts of P2P Flows.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Modeling Unconnectable Peers in Private BitTorrent Communities.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010
Towards Inferring Ratings from User Behavior in BitTorrent Communities.
Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

Overlay Management for Fully Distributed User-Based Collaborative Filtering.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

Novel Balanced Feature Representation for Wikipedia Vandalism Detection Task - Lab Report for PAN at CLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
T-Man: Gossip-based fast overlay topology construction.
Computer Networks, 2009

Scalable P2P Overlays of Very Small Constant Degree: An Emerging Security Threat.
Proceedings of the Stabilization, 2009

PeerSim: A Scalable P2P Simulator.
Proceedings of the Proceedings P2P 2009, 2009

Towards Automated Detection of Peer-to-Peer Botnets: On the Limits of Local Approaches.
Proceedings of the 2nd USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2009

Distributed hyper-heuristics for real parameter optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms.
Proceedings of the Applications of Evolutionary Computing, 2009

Adaptive Peer Sampling with Newscast.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008
Decentralized Ranking in Large-Scale Overlay Networks.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Topic 7: Peer-to-Peer Computing.
Proceedings of the Euro-Par 2008, 2008

2007
Gossip-based peer sampling.
ACM Trans. Comput. Syst., 2007

Exploring the interdisciplinary connections of gossip-based systems.
Operating Systems Review, 2007

Firefly-inspired Heartbeat Synchronization in Overlay Networks.
Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems, 2007

Asynchronous Distributed Power Iteration with Gossip-Based Normalization.
Proceedings of the Euro-Par 2007, 2007

2006
Design patterns from biology for distributed computing.
TAAS, 2006

Managing clouds: a case for a fresh look at large unreliable dynamic networks.
Operating Systems Review, 2006

Interdisciplinary Research: Roles for Self-Organization.
IEEE Intelligent Systems, 2006

Guest Editors' Introduction: Self-Management through Self-Organization.
IEEE Intelligent Systems, 2006

Ordered Slicing of Very Large-Scale Overlay Networks.
Proceedings of the Sixth IEEE International Conference on Peer-to-Peer Computing (P2P 2006), 2006

The Bootstrapping Service.
Proceedings of the 26th International Conference on Distributed Computing Systems Workshops (ICDCS 2006 Workshops), 2006

Topic 15: Peer-to-Peer and Web Computing.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005
Gossip-based aggregation in large dynamic networks.
ACM Trans. Comput. Syst., 2005

Chord on Demand.
Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing (P2P 2005), 31 August, 2005

Topic 15 - Peer-to-Peer and Web Computing.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

Gossip-based self-managing services for large scale dynamic networks.
Proceedings of the Service Management and Self-Organization in IP-based Networks, 2005

The Self-Star Vision.
Proceedings of the Self-star Properties in Complex Information Systems, 2005

T-Man: Gossip-Based Overlay Topology Management.
Proceedings of the Engineering Self-Organising Systems, Third International Workshop, 2005

2004
Grassroots Approach to Self-management in Large-Scale Distributed Systems.
Proceedings of the Unconventional Programming Paradigms, 2004

An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004

The Peer Sampling Service: Experimental Evaluation of Unstructured Gossip-Based Implementations.
Proceedings of the Middleware 2004, 2004

Epidemic-Style Proactive Aggregation in Large Overlay Networks.
Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS 2004), 2004

Robust Aggregation Protocols for Large-Scale Overlay Networks.
Proceedings of the 2004 International Conference on Dependable Systems and Networks (DSN 2004), 28 June, 2004

An Ant Approach to Membership Overlay Design.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003
A Modular Paradigm for Building Self-Organizing Peer-to-Peer Applications.
Proceedings of the Engineering Self-Organising Systems, 2003

A Robust and Scalable Peer-to-Peer Gossiping Protocol.
Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

2002
Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment.
Proceedings of the Parallel Problem Solving from Nature, 2002

A Framework for Distributed Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002

On Obtaining Global Information in a Peer-to-Peer Fully Distributed Environment (Research Note).
Proceedings of the Euro-Par 2002, 2002

Maintaining Connectivity in a Scalable and Robust Distributed Environment.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001
Reliability and Performance of UEGO, a Clustering-based Global Optimizer.
J. Global Optimization, 2001

UEGO, an Abstract Clustering Technique for Multimodal Global Optimization.
J. Heuristics, 2001

2000
A Comparative Study of Several Feature Transformation and Learning Methods for Phoneme Classification.
I. J. Speech Technology, 2000

Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics.
Proceedings of the Parallel Problem Solving from Nature, 2000

1998
GAS, A Concept on Modeling Species in Genetic Algorithms.
Artif. Intell., 1998

UEGO, an Abstract Niching Technique for Global Optimization.
Proceedings of the Parallel Problem Solving from Nature, 1998

1997
Learning Phonetic Rules in a Speech Recognition System.
Proceedings of the Inductive Logic Programming, 7th International Workshop, 1997

A Wave Analysis of the Subset Sum Problem.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

1996
Implicit Formae in Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1996

1995
GAs, a Concept of Modeling Species in Genetic Algorithms.
Proceedings of the Artificial Evolution, European Conference, 1995


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