METHOD FOR PARALLELING INTELLECTUAL DATA ANALYSIS IN COMPUTER ENVIRONMENT Russian patent published in 2021 - IPC G06F16/35 

Abstract RU 2745018 C1

FIELD: computing.

SUBSTANCE: invention relates to computer technology and the field of parallel computing in functional programming environments. A method is proposed for parallelizing data mining in a computing environment that includes a set of interconnected subsystems. Each subsystem contains installed and configured software in a functional programming environment that decomposes an application into a sequence of separate functions that implement application steps and are non-aftereffect functions. For parallel processing in computing in functional programming environments, input data from files or databases are converted into a set of list data structures containing lists of attributes and lists of vectors. The knowledge model built as a result of data processing is also represented as a set of list data structures.

EFFECT: technical result is to provide the possibility of parallel execution of data analysis, in particular, sets of operations implemented in functional programming environments, and to reduce the likelihood of user error by using the functional programming environment.

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RU 2 745 018 C1

Authors

Kholod Ivan Ivanovich

Malov Aleksej Viktorovich

Rodionov Sergej Vasilevich

Dates

2021-03-18Published

2019-12-24Filed