Parallel and distributed computation: numerical methods
Parallel and distributed computation: numerical methods
Distributed Algorithms
Gossip-Based Computation of Aggregate Information
FOCS '03 Proceedings of the 44th Annual IEEE Symposium on Foundations of Computer Science
A decentralized algorithm for spectral analysis
STOC '04 Proceedings of the thirty-sixth annual ACM symposium on Theory of computing
A scheme for robust distributed sensor fusion based on average consensus
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Approximate distributed Kalman filtering in sensor networks with quantifiable performance
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Distributed computation of averages over ad hoc networks
IEEE Journal on Selected Areas in Communications
Distributed classification in peer-to-peer networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Decentralized real-time monitoring of network-wide aggregates
LADIS '08 Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware
Polynomial filtering for fast convergence in distributed consensus
IEEE Transactions on Signal Processing
Automatica (Journal of IFAC)
Gossiping for threshold detection
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Optimizing segment caching for peer-to-peer on-demand streaming
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
ACC'09 Proceedings of the 2009 conference on American Control Conference
Brief paper: Discrete-time dynamic average consensus
Automatica (Journal of IFAC)
A vEB-tree-based architecture for interactive video on demand services in peer-to-peer networks
Journal of Network and Computer Applications
Decentralisation of scorefinder: a framework for credibility management on user-generated contents
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Analysis of accelerated gossip algorithms
Automatica (Journal of IFAC)
ProFID: Practical frequent items discovery in peer-to-peer networks
Future Generation Computer Systems
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Distributed algorithms for averaging have attracted interest in the control and sensing literature. However, previous works have not addressed some practical concerns that will arise in actual implementations on packet-switched communication networks such as the Internet. In this paper, we present several implementable algorithms that are robust to asynchronism and dynamic topology changes. The algorithms are completely distributed and do not require any global coordination. In addition, they can be proven to converge under very general asynchronous timing assumptions. Our results are verified by both simulation and experiments on Planetlab, a real-world TCP/IP network. We also present some extensions that are likely to be useful in applications.