The paper reveals the functional, structural and logical organization of new generation virtual streaming computing systems. Such systems allow realizing a new paradigm of computational intelligence and accessing new intelligent computing capabilities. The paradigm that allows realizing new advantages of virtual streaming computing systems is considered. These capabilities are implemented based on information models of a neural network and non-traditional principles for the development and implementation of various forms of computing. New forms of computing make it possible to control the mechanisms of parallelism, virtualization and intellectualization on the information dynamics of objects in the computing environment.
The paper reveals the architecture (structure) of virtual stream computing systems with a fuzzy computing environment (closure conditions, constraints, exchanges, small scales and information uncertainty). The system assumes that hardware-software, computing and information-intellectual functions of such systems can actually be implemented and implemented in the form of hardware, software, brainware products for supercomputer technologies of mathematical modelling. Such products allow to obtain more adequate, reliable, meaningful and valuable results in the computational technologies of mathematical modeling. . This is due to the fact that the logic circuits of algorithms and procedures of computational technologies include an information system for referencing coordinates and checking the results of calculations in a fuzzy (diffuse) computing environment based on the principles of locality and specifying the model of the information environment for generating a result.
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