By analyzing the powerful advantages of cloud computing and relying on the cloud platform, the intelligent monitoring system can realize efficient back-end data processing, so that the system can achieve the best performance. At the same time, further analysis of the monitoring data can provide decision makers with decision-making basis to a certain extent.
1 Introduction
With the development of the Internet, as the focus and hotspot of information technology change, the cloud has received more and more attention. The cloud is a broad concept that can be all-encompassing, but this all-encompassing is based on the Internet, that is, the cloud integrates Internet resources, Internet services, and provides it as a large whole to users accessing the Internet. . Through cloud integration, users can enjoy high-speed computing power, massive data storage, distributed software and hardware infrastructure at a low cost. The cloud also gives users more mobility on the interaction level with Internet resources. Users can synchronize their personal life office data to the cloud, and they can select multiple devices to use the stored content anytime and anywhere to get rid of the physical location constraints. Therefore, with the development of the cloud, the cloud will bring great changes to the working mode, the business model of the enterprise and even the national strategic industry.
Cloud computing based on the Internet cloud migrates information processing to the cloud. Cloud computing consists of several levels of services, mainly divided into IaaS, PaaS, and SaaS, which are infrastructure as a service, platform as a service, and software as a service.
IaaS provides users with basic computing resources that the network can interconnect, such as physical and virtual computers, cloud storage devices, etc. Users can make personalized orders from a huge facility resource pool, and pay for the amount of resources used, reducing IT The labor complexity of the developer manager and the substantial reduction in costs. PaaS provides services on a platform basis. Through cloud platform developers, application development, online deployment and testing of application functions, and application monitoring can save developers a lot of time to configure the basic environment and improve software development. s efficiency. SaaS provides the right to use the software to the final user through the cloud. Users do not need to download the application software, access the Internet through the browser or the client, and then use the software on demand. At the same time, the user's data and program status are managed by the cloud. Reliability and extended ease of use.
2. Mobile application software intelligent monitoring
Wireless communication technology and mobile intelligent terminals are the hotspots of information technology development today. The two complement each other, which has led to the pattern of today's smart terminals being almost unified. All kinds of tablets have gradually changed the status of traditional PCs with their portable and easy-to-use properties. The development of smart phones has enabled mobile phones to use only the ability to call and send text messages to the current set of fast access to the Internet, personal information management, multimedia entertainment applications, multi-tasking, and extension of third-party software.
The Android and iOS camps already account for the vast majority of the smartphone market.
The rapid development of mobile intelligent terminals has also brought about the popularity of third-party application markets. There are countless large and small companies or development teams in the world joining the army of intelligent terminal applications. However, the quality of the software developed by such a large development army is not uniform, such as malicious deduction, stealing user communication information, reporting the geographical location of users, etc. On the other hand, how to identify the market positioning from a large number of application software, It is not difficult for many companies to predict that applications that are about to enter the market will be welcomed by users.
Intelligent monitoring of mobile application software can help solve the above problems to a certain extent. The intelligent monitoring mainly collects the third-party software information installed on the mobile intelligent terminal, monitors the running dynamics of the third-party software, obtains the communication port number information, and reports an abnormality and tracks the abnormal destination address when an abnormality occurs. At the same time, intelligent monitoring aggregates, classifies and integrates all kinds of monitored information and processes the information, and finally provides decision makers with effective decision data.
3. Intelligent monitoring based on cloud platform
The intelligent monitoring of mobile application software is based on the monitoring of third-party application software, and finally analyzes the monitoring results and provides certain decision-making basis.
Therefore, intelligent monitoring requires monitoring of a large number of third-party applications, and these softwares are geographically dispersed due to their mobile intelligent terminal carriers, and monitoring requires a large amount of time accumulation, and a large amount of data is generated during the monitoring process. This puts high demands on the back-end platform of intelligent monitoring. The cloud platform can be seamlessly combined with its unique advantages and intelligent monitoring to achieve complementary advantages.
3.1 Current development status
At present, application software based on mobile intelligent terminals has prospered, but the application software intelligent monitoring has lagged behind. On the one hand, software such as stealing user's personal communication information is hidden in the background, which is difficult for users to detect. This has caused users to have insufficient understanding of the urgency of intelligent monitoring. On the other hand, intelligent monitoring requires a large number of acquisitions. The software information on the mobile intelligent terminal is difficult to monitor, and analyzing useful information from a large amount of data requires high-performance computing and a powerful back-end processing platform, which adds an extra difficulty to intelligent monitoring.
3.2 Cloud platform advantages
â— By building a cloud platform, the distributed computing resources can be integrated into the platform server cluster to the greatest extent, which can realize resource pooling and optimize the computing resources.
â— The cloud platform can be used as a back-end processing platform for the mobile application software intelligent monitoring system, and can combine the massive data storage function with the data analysis decision processing function.
â— The cloud platform adopts the most front-end cloud computing technology to combine software intelligent monitoring with the Internet. The parts involved in the monitoring system are divided into cloud platform server clusters that support the cloud server main program. The cloud client carrier is the mobile terminal. The two are combined into one whole through network interconnection.
3.3 Overall architecture
This system mainly monitors the security, reliability, compatibility of mobile application software and the behavior of intelligent application software used by users, and provides relevant reference for the formulation of the next operation strategy.
The system is mainly divided into two parts: cloud client and cloud platform. The cloud client runs on various mobile intelligent terminals for real-time monitoring of third-party software to monitor network access to obtain the network address and port number information of the third-party software server; the cloud platform runs the cloud processing center program. Server clusters, including database servers, web servers, data processing and intelligent analytics servers.
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