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The Research And Design On Real-time Parallel Analysis System Of Mass Signaling

Posted on:2014-12-26Degree:MasterType:Thesis
Country:ChinaCandidate:W ChengFull Text:PDF
GTID:2268330401984543Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Since the new century, electronic information technology has made a rapiddevelopment, especially the communication technology, wireless network technology,integrated circuit technology, semiconductor, mobile communication.Both itstechnical level and popularity has undergone a qualitative leap, rapidly expanded itsapplication field and lowered the use requirements which make the technology andideas are available to common people. The rapid development of mobilecommunication makes people turned their attention to signaling system which has richuser personalization data. On the one hand,how to extract required target informationfor the services from the mass of signaling precisely and in real-time has become a hottopic. On the other hand, the existing signaling support system also has manyproblems.The core of real-time parallel analysis system of mass signaling proposed in thispaper is to achieve high stability, high efficiency, and real-time processing forsignaling analysis by the optimization of communication technology, uses themultistage buffer environment, theof distributed processing modeto realize theoptimization of signal transmission, signal processing task segmentation, intelligentallocation of signaling processing tasks, as well as the summary results.With the help of observation and analysis of the signaling network for real-timesignaling the long-term, as well as important information on the long-term statistics,the characteristics of the signaling is summed up. And conducted a number ofsignaling analysis model design, implementation, testing, modification and otherprocesses, so that this analysis programs and algorithms final shape.And makethedesign, implementation, testing, modification process for the signaling analysismodel to make the analysis scheme and algorithm finally be formed.This thesis mainly contains the following sections:Firstly,this article describes some basic concepts of the signaling system,analyses the basic characteristics of the signaling and the importance signalinginformationit also describes the signaling system structure, and introduce he basicformat of the signaling through the analysis of a complete signaling unit and thedistinction of different signaling. Secondly, this paper puts forward signaling processing mode of buffer-processing, multiple buffer and parallel processing by multiple threads, to ensure thestability of processing of signaling during the signaling flow fluctuations.Again, the introduction of the task scheduling algorithm to achieve the signalingprocessing task segmentation, parallel processing, results summarized,to processingreasonable operation in the state of high-speed flow of information.Finally, design and realize the on real-time parallel analysis system of Masssignaling which is divided into the signaling receiver module, signaling distributionmodule, signaling processing module, signaling summary module to achieve thehighly efficient and stable secondary analysis and mining of signaling to ensurereasonable allocation of the multi-task and concurrency.The significance of this thesis: first, to carry out a study of the underlyingmessage in the communication network, which contains rich real-time, accurate andpersonalized information, has great help to carry out all types of value-added telecombusiness. Second, to make the existing signaling analysis system transformation ofwhich processing capacity is weakto adapt to handle high-speed information flow, andreduce the overall cost of the system and ensure the stability of the system. Third, theintroduction of the concept of distributed signaling analysis system has goodscalability and secondary development, and provides a good re-expansion of space.At the same time, in the design and optimization process, many simulation andexperiments has been carried on, including multi-level buffer model test,performance comparison of low relaxation priority algorithm and other algorithms,and summarizes the model and the algorithm’s strengths and which part needs to beimproved.
Keywords/Search Tags:signaling, Low Relaxation priority, socketcommunication, Multi-buffering, Parallel
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