With the gradual development of the big data era, the results of big data will certainly benefit the majority of users, so that the user's behavior or consumption more efficient.
The concept of big data put forward and the application of technology, in fact, is the information explosion must undergo a technological evolution, people in order to obtain richer data, promoting the rapid development of computers, the Internet, the Internet of Things technology, and access to data, how do people access the data implied by a variety of information? How to gain a deeper and more comprehensive insight into the content implied by the data? All these provide unprecedented space and potential for human beings to enhance the comprehensive insight and analysis ability, of course, such a huge data means more opportunities, purified data is of greater value, which means more analytical significance. And these will become the value of the practitioners of the treasure, in layman's terms, is a data gold mine, means wealth, people of the massive data mining and use, is to prompt the growth of the industry, prompting the public to consume more of the means, thus promoting the continuous progress of society. In fact, this is a mutually reinforcing relationship, a deep and comprehensive insight into the hidden content of the data, the use of science and technology and other means to promote the rapid development of society, while the society to further development needs to go deeper into the study of big data.
In this way, the development of big data can not stop, there is a powerful force behind it.
Why can the Internet develop so quickly? Contradictory struggle is the driving force of the development of things, human society continues to move forward, if the Internet technology closely related to human life is stagnant, it will hinder the progress and development of society, to put it plainly is the requirement of the times. Big data era of the security industry is also the same as this reason, the speed of its development can not be as rapid as the Internet, I do not dare to jump to conclusions, but it will fly for a while.
In the face of big data storage, management, analysis, a series of problems, then the future of the road and how to go?
Combined with the "cloud", "Internet of Things" and other technologies
The development of big data technology in the traditional IT industry, the IT industry as a whole has a significant role in promoting the active promotion of the integration of IT technology and security technology, give full play to the technical advantages of the IT industry, in particular, big data. The industry's technological advantages, especially the accumulation of technology in big data, to solve the big data challenges faced by various industries, and to promote the industries to enter a new era of big data is an important step. When the concept of big data was proposed, practitioners were ecstatic, cautious and opposed. But at the same time, human beings themselves created the data, created the rapid development of data, then the need to harness these data, using these data for human services, the future need and and "cloud", the Internet and other technologies complement each other, *** with the promotion of the development and progress of human technology.
IoT data is heterogeneous, diverse, unstructured, and noisy, and even more different because of its high growth rate. IoT data is significantly granular, and its data usually carries information about time, location, environment, and behavior. By unifying the design of IoT architectures, unstructured data is made structured, and data with different structures between different systems is unified as much as possible to make important references for decision making.
Distributed storage
The problem of storage management of petabytes of data, this problem is mainly solved by distributed storage solutions. Based on distributed storage, centralized management ideas, and based on iSCSI technology IPSAN as a video surveillance storage solution, the main features of this program include: distributed storage, centralized management, iSCSI technology based on IPSAN (StorageAreaNetwork), streaming media gateway can be used as a storage solution for the core device.
Distributed storage centralized management **** there are three levels, the higher monitoring center: the higher monitoring center is usually only one, mainly by the digital matrix, authentication servers and VSTARClerk software, etc.; local monitoring center: the local monitoring center can be more than one, can be set up based on the geographic location, or based on the establishment of administrative affiliation, mainly by the digital matrix, streaming media gateway, iSCSI storage devices, VSTARRecorder software, etc.; audio and video data are mainly stored in the local monitoring center, which is the concept of distributed storage; monitoring front-end: mainly composed of cameras, network video servers, of which the VE4000 series of network video servers can be with a hard disk, the hard disk is mainly used for the network is not good, temporarily on the audio and video data to save, or need to save the front-end Save, or need to save some important data in the front-end situation.
Analysis and application of big data
Whether it is audio, video, pictures and other traditional security data, or information perception of the data brought about by the data, the value of the data density is low, but the purified data means a gold mine, means wealth, only from the massive amount of data to really analyze, dig out the meaningful information or law, in order to point out the direction of business behavior, in order to realize the value of the business. How to more quickly complete the acquisition of valuable data from audio, video, information perception and other data? These security class information to better serve a variety of business sectors, such as public security, traffic police and other national government agencies is the direction of big data.
The application of big data in government functions. With the help of the data analysis platform, through the analysis of a large number of cases in the past, deduced some of the crime model and crime "hot spot", to effectively arrange the police, maximize the curbing of the occurrence of crime and so on.
The application of big data in the commercial field. With the help of data analysis technology, science and technology to analyze the flow of people, product attention analysis, purchase and consumption analysis, etc., so as to be able to form a huge commercial reference table.
Big data has been widely involved in the medical field, the field of education, the financial field and so on. Including the mining and analysis of data in the future who can through the intelligent analysis of big data, pre-control the pulse of the development of the industry, he will grasp the initiative of the market and competition.