Big data collection method, device and system

Abstract

The invention discloses a big data acquisition method, a big data acquisition device and a big data acquisition system, which relate to the field of mobile communication. The big data acquisition method comprises the steps of: receiving a connection request sent by an acquisition client about to upload data; calculating delay connection time of the acquisition client by adopting a heuristic algorithm according to current network conditions of the acquisition client; and returning the delay connection time to the acquisition client so that the acquisition client uploads the data to an acquisition server after the delay connection time. The big data acquisition method, the big data acquisition device and the big data acquisition system provided by the invention deals with the condition of oversize transient data volume occurred in the process of network data acquisition to a certain extent, introduce time parameters on the basis of a load balancing technique, coordinate the relationship between two dimensions by means of the meta-heuristic algorithm, allow the flow to be evenly distributed in various time periods, and maximize the use of existing resources.

Description

Technical field [0001] The present invention relates to the field of mobile communication, in particular to a method, device and system for collecting big data. Background technique [0002] In order to capture user behavior information, conduct effective analysis, and use accurate quantitative data as product innovation and optimization, China Telecom has developed a base business quantitative analysis system, which is based on client plug-in programs to collect user data. The sample volume collected by the system has exceeded 100 million, and the daily reported data exceeds 30G. Even if the software and hardware load balancing technology has been adopted, the load will still be low at some times, but network congestion will occur in other moments. . [0003] Therefore, it is necessary to propose a big data collection device and an implementation method that can adjust parameters by itself when collecting big data. Summary of the invention [0004] A technical problem to be solve...

AI Technical Summary

Problems solved by technology

[0002] In order to capture user usage behavior information, conduct effective analysis, and use accurate quantitative data as product innovation and optimization, China Telecom has developed a quantitative analysis system for base business. This system collects user data based on client plug-in programs. Due to current The sample size of the system has exceeded 100 million, and the daily reported data exceeds 30G. Even though the software and hardware load balancing technology has been adopted, the load will still be very low at some times, but at other moments there will be network congestion.

Images