Publications related to Definitive Consensus for Distributed Data Inference

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

We study the dynamics of a network consisting of N diffusively coupled, stable- limit-cycle oscillators on which individual frequencies are parametrized by

w_k, k = 1, . . . ,N

. We introduce a learning rule which influences the wk by driving the system t ...

2009

A method of calculating path observation likelihood from GPS data

Michel Bierlaire, Jingmin Chen, Jeffrey Newman

A method is proposed to probabilistically map location observations to the underlying network. Instead of generating a single path as the map matching algorithms do, this method aims at calculating a likelihood for each potentially true path to have been t ...

2009

A method of probabilistic map distribution of path likelihood

Michel Bierlaire, Jingmin Chen, Jeffrey Newman

A method is proposed to robabilistically map location observations to the underlying network. Instead of generating a single path as the map matching algorithms do, this method aims at calculating a likelihood for each potentially true path to have been th ...

2009

Polynomial Filtering for Fast Convergence in Distributed Consensus

Pascal Frossard, Effrosyni Kokiopoulou

In the past few years, the problem of distributed consensus has received a lot of attention, particularly in the framework of ad hoc sensor networks. Most methods proposed in the literature address the consensus averaging problem by distributed linear iter ...

2009

Interval consensus: from quantized gossip to voting

Martin Vetterli, Patrick Thiran, Florence Bénézit

We design distributed and quantized average consensus algorithms on arbitrary connected networks. By construction, quantized algorithms cannot produce a real, analog average. Instead, our algorithm reaches consensus on the quantized interval that contains ...

2009

A distributed minimum-distortion routing algorithm with in-network data processing

Ramin Khalili

In many wired and wireless networks, nodes process input traffic to satisfy a network constraint (e.g., a capacity constraint) and to increase the utility of data in the output flows given these constraints. In this paper we focus on the special case in wh ...

2008

User-level Internet tomography and overlay routing

Xuan Hung Nguyen

In this thesis, we study methods to detect, localize and overcome performance problems experienced by end-users in communication networks. These problems are extremely difficult to solve when the only available information are end-to-end data. We first con ...

EPFL2008

Fuzzynet: Zero-maintenance Ringless Overlay

Karl Aberer, Anwitaman Datta, Wojciech Galuba, Sarunas Girdzijauskas

Many structured overlay networks rely on a ring invariant as a core network connectivity element. The responsibility ranges of the participating peers and navigability principles (greedy routing) heavily depend on the ring structure. For correctness guaran ...

2008

Distributed Media Rate Allocation in Multipath Networks

Pascal Frossard, Dan Jurca

The paper addresses the media-specific rate allocation problem in multipath networks. The streaming rate on each path is determined such that the end- to-end media distortion is minimized, when the receiving client aggregates packets received via multiple ...

2008

Initialization Mechanism in Kohonen Neural Network Implemented in CMOS Technology

Rafal Tomasz Dlugosz

An initialization mechanism is presented for Kohonen neural network implemented in CMOS technology. Proper selection of initial values of neurons’ weights has a large influence on speed of the learning algorithm and finally on the quantization error of the ...

2008

Definitive Consensus for Distributed Data Inference

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Networks of mixed canonical-dissipative systems and dynamic hebbian learning

A method of calculating path observation likelihood from GPS data

A method of probabilistic map distribution of path likelihood

Polynomial Filtering for Fast Convergence in Distributed Consensus

Interval consensus: from quantized gossip to voting

A distributed minimum-distortion routing algorithm with in-network data processing

User-level Internet tomography and overlay routing

Fuzzynet: Zero-maintenance Ringless Overlay

Distributed Media Rate Allocation in Multipath Networks

Initialization Mechanism in Kohonen Neural Network Implemented in CMOS Technology

A method of probabilistic map distribution of path likelihood

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

Polynomial Filtering for Fast Convergence in Distributed Consensus

A distributed minimum-distortion routing algorithm with in-network data processing

Interval consensus: from quantized gossip to voting

User-level Internet tomography and overlay routing

A method of calculating path observation likelihood from GPS data

Fuzzynet: Zero-maintenance Ringless Overlay

Initialization Mechanism in Kohonen Neural Network Implemented in CMOS Technology

Distributed Media Rate Allocation in Multipath Networks