Work

Algorithms and software used in selecting structure of machine-training cluster based on neurocomputers

Year: 2018

Type: conference-paper

Abstract: The technique of functioning of a control system by a computing cluster based on neurocomputers is proposed. Particular attention is paid to the method of choosing the structure of the computing cluster due to the fact that the existing methods are not effective because of a specialized hardware base - neurocomputers, which are highly parallel computer devices with an architecture different from the von Neumann architecture. A developed algorithm for choosing the computational structure of a cloud cluster is described, starting from the direction of data transfer in the flow control graph of the program and its adjacency matrix.

Source: Journal of Physics Conference Series

DOI: 10.1088/1742-6596/1015/2/022017

Authors: V A Romanchuk, V V Lukashenko

Institution: Ryazan State University

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

Funder: Ministry of Education and Science of the Russian Federation

OpenAlex ID: W2804367140

FWCI:

Cites: 4

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Related to: 10