Data processing method, device and system
A data processing and data technology, applied in the transmission system, electrical components, etc., can solve the problems of being unable to undertake massive data processing, data warehouses undertake heavy tasks, and scalability bottlenecks, so as to maintain relative independence and increase data processing capacity , low cost effect
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[0036] Such as figure 1 As shown, the first embodiment of the data processing method of the present invention includes the following steps:
[0037] Step 102: The interface machine receives data from multiple data sources;
[0038] Step 104, the cloud computing platform extracts data from the interface machine, or the interface machine sends the data to the cloud computing platform;
[0039] Step 106: The cloud computing platform processes the acquired data, and sends the processed data to the data processing server;
[0040] Step 108: The data processing server transmits the processed data to the data warehouse.
[0041] In this embodiment, the cloud computing platform can perform all data processing functions of the data processing server, including: data inspection, cleaning, conversion, aggregation, association, and so on.
[0042] In the first method embodiment, by acquiring data from the cloud computing platform and processing the data, the data processing server transmits the proc...
Embodiment 1
[0072] Such as Figure 4 As shown, the 34 embodiment of the cloud computing platform of the present invention includes: a receiving module 341 for data obtained from an interface machine; a processing module 342 for processing the extracted data and sending the processed data to the data processing server .
[0073] The cloud computing platform of this embodiment acquires and processes data, and the data processing server transmits the processed data, increases the amount of data processing, realizes massive parallel data processing, and does not make too many changes to the existing architecture to maintain the cloud The relative independence of the platform makes it easy to transform. The cloud computing platform has low cost, low investment, and high rate of interest, which can ease the pressure of system expansion and reduce system costs.
[0074] Among them, the receiving module 341 is used to obtain data with a data amount greater than a preset threshold from the interface m...
Embodiment 2
[0079] Such as Figure 5 As shown, an embodiment of the data processing server 36 of the present invention includes:
[0080] The transmission module 363 is used to receive the data processed by the cloud computing platform 34 and transmit it to the data warehouse.
[0081] The data processing server of this embodiment is only used to transmit processed data. In this way, the amount of data processing is increased, massive parallel data processing is realized, and the existing architecture will not be changed too much to maintain the relative balance of the cloud platform. Independence, easy to transform. The cloud computing platform has low cost, low investment, and high rate of interest, which can ease the pressure of system expansion and reduce system costs.
[0082] Preferably, the data processing server 36 in this embodiment further includes:
[0083] The receiving module 361 is configured to obtain data whose data amount is less than a preset threshold value from the interface ...
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