Stream processing device and method of processing a stream of data
A stream processing and data stream technology, applied in the direction of electrical digital data processing, special data processing applications, digital data information retrieval, etc., can solve the problems of unusable distribution mode, growth, etc., to save resources/overhead, reduce data dimensionality , the effect of reducing the number of dimensions
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[0064] figure 1 An example of a high-order stream processing device 100 according to an embodiment of the present invention is shown. The stream processing device 100 includes a processor 110 for processing a data stream 120 in a stream window 130 . Processor 110 may be implemented in hardware and / or software. Processor 110 may be part of a server, or may be a digital signal processor (DSP). Data stream 120 includes events or data items that then pass through stream window 130 .
[0065] Processor 110 is configured to generate or upgrade a high-level representation 140 from the content of stream window 130 . Higher order can be second order or third order, and can even include higher order. Higher order can be second order in time series form.
[0066] The processor 110 is configured to process the high-order representation 140 by performing at least one of: a dimensionality reduction transform, such as a discrete Fourier transform, a fast Fourier transform, an inverse fa...
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