Method and system for predicting transaction per second (TPS) transaction events of bank background

A technology for transaction events and bank background, applied in forecasting, instruments, finance, etc., can solve problems such as difficulty in finding relevant literature on failure prediction of bank transaction systems, and achieve the effect of improving background services

Active Publication Date: 2014-10-29
TSINGHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the privacy of the banking system, it is difficult to find relevant literature on the failure prediction of the banking transaction system

Method used

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  • Method and system for predicting transaction per second (TPS) transaction events of bank background
  • Method and system for predicting transaction per second (TPS) transaction events of bank background
  • Method and system for predicting transaction per second (TPS) transaction events of bank background

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Embodiment Construction

[0030] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0031] The method and system for predicting the trend of TPS transaction events in the bank background according to the embodiment of the present invention will be described below with reference to the accompanying drawings.

[0032] figure 1 It is a flow chart of a method for predicting the trend of a bank's background TPS transaction event according to an embodiment of the present invention. Such as figure 1 shown, combined with figure 2 with image 3According to an embodiment of the present invention, the bank background ...

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Abstract

The invention provides a method and a system for predicting transaction per second (TPS) transaction events of a bank background. The method includes acquiring transaction data of the bank background, and extracting TPS data and TPS data features from the transaction data of the bank background, wherein the TPS data features refer to features of each moment, and the features are formed by linking various relevant information extracted from the transaction data of the bank background; selecting a random forest model, and training the random forest model according to the TPS data to obtain a trained TPS transaction event trend prediction regression model; inputting test set data into the TPS transaction event trend prediction regression model to perform TPS transaction event trend prediction; displaying TPS transaction event trend prediction results in a graphic manner. According to the method and the system for predicting TPS transaction events of the bank background, a reference can be provided for improvement of bank background service, and advice can be given for decision of bank fault elimination methods.

Description

technical field [0001] The present invention relates to the field of computer application technology, in particular to a method and system for predicting the trend of TPS transaction events in the background of a bank. Background technique [0002] As a legally established financial institution operating money and credit business, banks are widely used due to their safety and efficiency. As such an important system, its security and efficiency are particularly important, and security is the lifeblood of the banking system, but even so, large-scale failures in banks still occur from time to time. Moreover, large-scale failures are often not caused by work mistakes at the front desk, because the comprehensive transaction procedures at the bank's front desk can almost eliminate human errors, and even if a mistake occurs, it is a small-scale error of one or two transactions. Large-scale failures are often caused by system failures in the background. Therefore, if you want to a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q40/02
Inventor 徐华李晓潇
Owner TSINGHUA UNIV
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