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Design And Implementation Of Medical Vaccine Big Data System Based On Cloud Computing Environment

Posted on:2017-12-18Degree:MasterType:Thesis
Country:ChinaCandidate:Y H JiFull Text:PDF
GTID:2348330512954360Subject:Engineering
Abstract/Summary:PDF Full Text Request
For large data, Gartener(the world's first information technology research and analysis firm) gives this definition: "Big Data" is the need to deal with the new model in order to have more decision-making power, insight and process optimization capabilities found in Lee Mass high growth rates and diverse information assets. Significance lies not only in large data amassed a vast data information, but rather that the value generated after these data contain meaningful for specialized treatment. Features large data can be summarized in four aspects: First, the huge amount of volume. From TB level, jumped to the PB level; Second, the data type range. Third, the processing speed. Big data is often required to obtain high-value information from various types of data in the second-stage time range. Fourth, the high commercial value. As long as the rational use of the data and accurate analysis, it will bring high value in return.Big data processing technologies are changing the current operating mode of the computer is changing the world: it can handle virtually any type of huge amounts of data, whether it is micro-blog, articles, e-mails, documents, audio, video, or other forms of data; it works very fast speed: virtually in real time; it has universal: because it is the most common use of low-cost hardware, and cloud computing tasks will be distributed in a large number of computer resource pool configuration, allowing users to demand access to computing power, storage space and information services. Cloud computing technology and give people the ability to get a huge amount of cheap computing and storage, cloud computing, distributed architecture can support large data storage and processing requirements. Such a low-cost low-cost hardware + software + low cost of operation and maintenance, more economical and practical, so that large data processing and utilization becomes possible.Vaccine refers to the prevention, control of infectious diseases, epidemic, vaccination for human vaccines class preventive biological products. Vaccination with biological products including vaccines, vaccine and toxoid. March 11, 2016, Jinan City, Shandong Province Public Security Bureau seized a poisonous vaccine cases together, causing outrageously large wave in the community. Since 2010, Wei Pangmou its medical school graduate daughter Sohn, from on-line vaccine wholesale business personnel and other illegal operators illegally purchased 25 kinds of children and adults with two types of vaccine, without strict cold-chain storage transport sold 18 provinces and cities nationwide, involving 570 million yuan. Vaccine has caused great social importance.The project by the Children's Vaccine data collection, storage and analysis, can analyze child-related diseases at the level of statistical age, geographical distribution, and related effect on the use of vaccines for childhood diseases, the hospital to develop guidance and optimization child vaccination programs and processes, which guide the production of vaccine use have greater social significance.
Keywords/Search Tags:Vaccine Big Data, Cloud platform, Big Data, MapReduce
PDF Full Text Request
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