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Clustering

(in Computer science) the connection of many low-cost computers using special hardware and software such that they can be used as one larger computer.

The hardware used to link nodes together is usually called interconnect and consists of Network Interface Cards, or NICs, Switches and cables. The choice of interconnect depends on many factors. For fine-grained applications, where the nodes need to communicate often, the interconnect must be fast or the application suffers waiting for the network.

In terms of Software, clustering can either be used to provide reliability (when one machines fails, the other(s) take over its workload) or as a means to inexpensively provide large amounts of computing power. See computer cluster.

a common technique for data analysis , which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering consists of partitioning a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait - often similarity or proximity for some defined distance measure. See Data clustering

(In demographics) to the gathering of various populations based on ethnicity, economics or religion. See Clustering (demographics).

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Topics: Clustering Data Computer Interconnect Nodes Common (in Network...*

ClusteringClustering can refer to (in Computer science) the connection of many low-cost computers using special hardware and software such that they can be used as one larger computer. The hardware used to link nodes together is usually called interconnect and cons

Clustering illusionThe clustering illusion popularly refers to the natural human tendency to "see patterns where actually none exist. Since according to a branch of mathematics known as Ramsey Theory complete mathematical disorder in any physical system is an impossibility,

Clustering (demographics)In demographics, clustering refers to the gathering of various populations based on ethnicity, economics or religion. In countries which hold equality as important clustering occurs between groups because of polarizing factors such as religion, wealth or

Home > Clustering

Topics: Clustering Data Computer Interconnect Nodes Common *(in Network...

Topics: Clustering Data Computer Interconnect Nodes Common (in Network...*