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Design and implementation of data mining and data migration system under Hadoop architecture

Design and implementation of data mining and data migration system under Hadoop architecture Shanghai Jiao Tong University Lu Ming Education usually the enterprise's information system will contain multiple business systems, each business system contains its own set of online business system, backup system and filing system, system management is complex, easy to cause the waste of storage space, And the system scalability is poor. In view of the above shortcoming, this paper designs and realizes a tiered storage system, uses a large data platform to carry on the unified management to the multiple business system data, unifies each business system backup system and the filing system. This Part ...

Data mining and machine learning interview questions

Today, I will share all the questions I encountered during the interview and share how to answer them. Some of these questions are relatively normal and have a certain theoretical background, but some are very innovative.

It survey: Enterprises face challenges in large data age

"IT168 Investigation Report" 2012-2013 China's IT Technology trend survey activity started on October 16, 2012, after 1 months of time. During the online survey, the users from Itpub, Chinaunix (hereinafter referred to as CU) and other cooperative websites were greatly concerned and actively involved. Now that the investigation has been completed, all the data are collated and counted in the background. The questionnaire of 17,101 questionnaires, including 14,522 eligible questionnaires, was collected online. Overall, this year's survey is more focused ...

Hequan: We need national big Data strategy

"Don't be misled by big data, large data, which is more about data mining than it is about big numbers," he said. "In the tenth session of the National Information Technology Expert Forum, the Chinese Academy of Engineering, China Internet Association Director Hequan pointed out that large data needs more emphasis on data mining, and the existing technology applications, talent, security and privacy issues, the most critical is to have a national large data strategy, Make it an effective way to change the mode of economic growth. The value of large data like the Shari NBA from the 80 's the beginning of the players in the game ...

R language for Hadoop injection of statistical blood

R is a GNU open Source Tool, with S-language pedigree, skilled in statistical computing and statistical charting. An open source project launched by Revolution Analytics Rhadoop the R language with Hadoop, which is a good place to play R language expertise. The vast number of R language enthusiasts with powerful tools Rhadoop, can be in the field of large data, which is undoubtedly a good news for R language programmers. The author gave a detailed explanation of R language and Hadoop from a programmer's point of view. The following is the original: Preface wrote several ...

How do I make Hadoop a big data analysis with R language?

Why let Hadoop combine R language? R language and Hadoop let us realize that both technologies are powerful in their respective fields. Many http://www.aliyun.com/zixun/aggregation/7155.html "> developers will ask the following 2 questions at the computer's perspective.   The problem 1:hadoop family is so powerful, why do you want to combine R language? Problem 2:mahout can also do data mining and machine learning, ...

Traditional media want to borrow large data against the wind again as the scientific application of prevention mistakes

For the traditional media, if we want to realize the digital transformation, we must establish the Intelligent Information Service platform based on the large data technology. So what is the big data? What are the limitations of traditional media entering big data? And what can be broken?   In this regard, the State Administration Institute of Social and Cultural Research Department of senior economist, management Doctor Guo Kanzhong did an analysis. 2013, is a big data year, big data is bringing revolutionary change to traditional media, although traditional media also take various ways to actively deal with the challenge of large data, but due to large data ...

Hequan: We need national big Data strategy

"Don't be misled by big data, large data, which is more about data mining than it is about big numbers," he said. "In the tenth session of the National Information Technology Expert Forum, the Chinese Academy of Engineering, China Internet Association Director Hequan pointed out that large data needs more emphasis on data mining, and the existing technology applications, talent, security and privacy issues, the most critical is to have a national large data strategy, Make it an effective way to change the mode of economic growth. The value of large data like the Shari NBA from the 80 's the beginning of the players in the game ...

Top 10 data mining tools most needed for big data

The following small series summarizes 10 best data mining tools for everyone, which can help you analyze big data from various angles and make correct business decisions through data.

Big Data "nuggets" 10 years

Yong "March 2001, when I was a professor at the Ninchars-Margary Dem Information Science and technology workshop at Nebraska State State University in the United States, I invited Mr. Cheng, vice chairman of the National Standing Committee and Director of the Department of Management Science of the National Natural Fund, to visit the school. "One day at the end of 2014, in an office in Zhongguancun, Beijing," said Yong, executive vice director of the Center for Virtual economy and data science at the Chinese Academy of Sciences, smiling, recalling the past 13 years ago. Later Yong accompanied Cheng visited the famous credit card management and ...

SAP stands firm again in China

Absrtact: Relying on a large number of data mining and analysis, precision and intelligence to promote the ability to personalize the mass of users, SAP in China again firm footing. "Chinese entrepreneur" for a full one-hour interview, the SAP CEO McDermott (Bill McDermott) relies on a large number of data mining and analysis, accurate and intelligent referral capabilities, personalized customization of the mass of users, SAP in China again firm footing. "Chinese entrepreneur" for a full one-hour interview, McDermott, CEO of SAP, Bill Mcdermo.

Internet of things and data mining cloud services

Internet of things and data mining cloud services Qing and cloud computing are the research hotspots of information technology at present, discuss the role of data mining and how to combine these 2 technologies.   This paper analyzes the position and function of data mining in the Internet of things, points out that cloud computing is the cornerstone of the Internet of Things, analyzes the similarities and differences of distributed data mining and parallel data mining, and illustrates the ways of providing data mining service in the Internet of things. Keywords: Internet of things, cloud computing, data mining and ....

Data mining----Basic tools that librarians should master

Intermediary transaction SEO diagnosis Taobao guest Cloud host technology Hall Wang Green Park Cammeying Guangzhou PLA Institute of Physical Education 510502 Abstract: This paper reveals a way for librarians to carry out information service in the future Digital Library, discusses the basic principles and methods of data mining and web mining, and emphasizes that librarians should master data digging  The need to dig this new technology. Keywords: Data mining, WEB, INTERNET, information services, books ...

Netflix betting Big data: dream of becoming a streaming home theater

Beijing time, November 30, Wired Magazine Network edition recently published article said, streaming video service provider Netflix is betting on big data, dream of becoming the next generation of HBO television network, without having their subscribers subscribe to cable TV services. The article points out that Netflix is using data mining and algorithms to provide an advantage because it has a huge dataset of 29 million subscribers ' viewing habits and preferences. The following is the full text of this article: Ride Hastings (Reed hasti ...)

Experts discuss how to break the bottleneck of micro-blog in large data age

In recent years, Weibo has become the most fashionable Internet application. It is not only an emerging product of internet development, but also an application branch of social platform which is richer and refined. Since 2009 Sina launched the domestic first micro-blogging platform, micro-bo in the domestic development is springing up, all over the north and south. 2010 ushered in the domestic micro-bo development of the spring, Sina Tencent and other portals are launched micro-blog business. Since last year, the number of microblogging users has been growing rapidly. Sina's first quarterly report, published in May this year, shows that the number of Sina Weibo users has risen to 324 million. And ...

Big Data How to play, listen to what IBM, Yahoo said

Yao Bohai: The investment community uses data research to subvert the world we perceive, and our lives may no longer be dreams. Big data is like an irresistible torrent that permeates every corner of the Internet. This infiltration makes every Internet practitioner feel excited and confused, the big data age means new opportunities arise, and the big data how to find the right business model also let each practitioner confused.   Xiao Bian was fortunate enough to take part in the Big Data Summit held by the digital business age and now takes a look at how TMT Giants play big data. IBM China ...

How can the mobile end push be different? One push has the answer

Absrtact: In today's rapidly expanding data and information, even search is sometimes difficult to help users find effective information. And intelligent push can enable users to master valuable information in time, so as to save people in the torrent of information. Now relying on large data mining and cloud computing in the rapid expansion of data and information today, even search sometimes difficult to help users find effective information. And intelligent push can enable users to master valuable information in time, so as to save people in the torrent of information. Now relying on large data mining and cloud computing, personalized information push is not a problem. When you open a Web page and should ...

Application of data Mining in medicine

This article will talk about the application of data mining in medicine, hope to be interested in the friends have inspiration, but also engaged in other industries data mining applications colleagues reference. Data mining, also known as Knowledge Discovery (KDD), is the process of extracting potential and valuable knowledge from a large number of data. The pattern explored by data mining is an objective, but hidden knowledge that is not found in data. For example, data mining can directly excavate the high disease population, discover the unknown link between the disease and the symptom, explore the influence relationship between the test indexes and the potential influence between the test index and the disease, to the unknown ...

Analysis of security architecture of cloud computing data center

The purpose of the data center is to make better use of data, data mining and data efficiency. The application of cloud computing technology in the data center is an inevitable trend. It is important to study the information security architecture of cloud computing data Center for the benefit from data center to be supported by a relatively safe and stable environment. I. Cloud computing Overview (i) cloud computing technology ranked first among the top ten most strategic technologies and trends for most organizations, Gartner, a world-renowned market research consultancy. Cloud computing refers to the delivery of IT infrastructure ...

How can the mobile end push be different?

Absrtact: In today's rapidly expanding data and information, even search is sometimes difficult to help users find effective information. And intelligent push can enable users to master valuable information in time, so as to save people in the torrent of information. Now relying on large data mining and cloud computing in the rapid expansion of data and information today, even search sometimes difficult to help users find effective information. And intelligent push can enable users to master valuable information in time, so as to save people in the torrent of information. Now relying on large data mining and cloud computing, personalized information push is not a problem. When you open a ...

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