DISTRIBUTED DATA STREAM PROCESSING METHOD AND SYSTEM
First Claim
1. A distributed data stream processing method, the method comprising:
- dividing a raw data stream into a real-time data stream and historical data streams;
processing the real-time data stream and the historical data streams in parallel;
separately generating respective results of the processing of the real-time data stream and the historical data streams; and
integrating the respective generated processing results.
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Abstract
Embodiments of the present application relate to a distributed data stream processing method, a distributed data stream processing device, a computer program product for processing a raw data stream and a distributed data stream processing system. A distributed data stream processing method is provided. The method includes dividing a raw data stream into a real-time data stream and historical data streams, processing the real-time data stream and the historical data streams in parallel, separately generating respective results of the processing of the real-time data stream and the historical data streams, and integrating the generated processing results.
110 Citations
23 Claims
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1. A distributed data stream processing method, the method comprising:
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dividing a raw data stream into a real-time data stream and historical data streams; processing the real-time data stream and the historical data streams in parallel; separately generating respective results of the processing of the real-time data stream and the historical data streams; and integrating the respective generated processing results. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A distributed data stream processing device, the device comprising:
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at least one processor configured to; divide a raw data stream into a real-time data stream and historical data streams; process the real-time data stream and the historical data streams in parallel and separately generate respective processing results; and integrate the respective generated processing results; and a memory coupled to the at least one processor and configured to provide the at least one processor with instructions. - View Dependent Claims (10, 11, 12, 13)
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14. A computer program product for processing a raw data stream, the computer program product being embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
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dividing the raw data stream into a real-time data stream and historical data streams; processing the real-time data stream and the historical data streams in parallel; separately generating respective results of the processing of the real-time data stream and the historical data streams; and integrating the respective generated processing results. - View Dependent Claims (15, 16, 17, 18)
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19. A distributed data stream processing system, the system comprising:
a plurality of application servers comprising; a data recognition module configured to divide a raw data stream into a real-time data stream and historical data streams; a parallel processing module configured to process the real-time data stream and the historical data streams in parallel, and separately generate respective processing results; and a data integration module configured to integrate the respective generated results of processing. - View Dependent Claims (20, 21, 22, 23)
Specification