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Network topology design at 27,000 km/hour
Conference on Emerging Network Experiment and Technology, 2019Upstart space companies are actively developing massive constellations of low-flying satellites to provide global Internet service. We examine the problem of designing the inter-satellite network for low latency and high capacity.
Debopam Bhattacherjee, Ankit Singla
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Communication Network Topology Inference via Transfer Entropy
IEEE Transactions on Network Science and Engineering, 2020In this work, we consider the problem of inferring links in a communication network, using limited, passive observations of network traffic. Our approach leverages transfer entropy (TE) as a metric for quantifying the strength of the automatic repeat ...
Pranay Sharma +3 more
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2019
Networks are a convenient and powerful tool for modeling many real world processes, crossing different industrial, sociological and scientific areas, that exhibit some sort of interaction, called edge or link, between different target entities, called nodes.
Giuseppe Manco +2 more
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Networks are a convenient and powerful tool for modeling many real world processes, crossing different industrial, sociological and scientific areas, that exhibit some sort of interaction, called edge or link, between different target entities, called nodes.
Giuseppe Manco +2 more
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Topologically Interpenetrating Elastometric Networks
Rubber Chemistry and Technology, 1970Abstract Several partially interpenetrating polymeric networks (IPN) were made by combining chemically different linear elastomers. The polymer combinations were deposited as films from aqueous emulsions made by mixing the individual emulsions in equal proportions. The films were crosslinked to form two superimposed networks.
Daniel Klempner +2 more
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Portfolio optimization based on network topology
Physica A: Statistical Mechanics and its Applications, 2019The structure and dynamics of complex network systems are of current research interest. We illustrate the dependency between the network topology and its function, considering the complex financial network as a typical example.
Yan Li +4 more
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Topological energy of networks
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023Energy is an important network indicator defined by the eigenvalues of an adjacency matrix that includes the neighbor information for each node. This article expands the definition of network energy to include higher-order information between nodes. We use resistance distances to characterize the distances between nodes and order complexes to extract ...
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Estimating Topology of Networks
Physical Review Letters, 2006We suggest a method for estimating the topology of a network based on the dynamical evolution supported on the network. Our method is robust and can be also applied when disturbances and/or modeling errors are presented. Several examples with networks of phase oscillators, pulse-coupled Hindmarch-Rose neurons, and Lorenz oscillators are provided to ...
DONGCHUAN YU +2 more
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Impact of Network Topology on the Performance of DML: Theoretical Analysis and Practical Factors
IEEE Conference on Computer Communications, 2019To deal with the increasingly larger input data and model sizes, it has become necessary to scale the training of machine learning models to multiple nodes, even a server cluster, which we call distributed machine learning, or DML.
Shuai Wang +4 more
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Dynamic topology representing networks
Neural Networks, 2000In the present paper, we propose a new algorithm, namely the Dynamic Topology Representing Networks (DTRN) for learning both topology and clustering information from input data. In contrast to other models with adaptive architecture of this kind, the DTRN algorithm adaptively grows the number of output nodes by applying a vigilance test. The clustering
J, Si, S, Lin, M A, Vuong
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IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019
The cooperative fault-tolerant output regulation problem of linear heterogeneous multiagent systems with actuator faults under directed network topology is addressed in this article.
Chao Deng
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The cooperative fault-tolerant output regulation problem of linear heterogeneous multiagent systems with actuator faults under directed network topology is addressed in this article.
Chao Deng
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