My Data Sources

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Biomedical gene data: current status and Prospects

Biomedical data cover a wide range of areas related to human health: clinical Medicine, public health, pharmaceutical Research and development, medical markets and costs, individual behavior and emotions, human genetics and genomics, social demography, environment, health networks and media data.   Large data (Bigdata) is a dataset that cannot be crawled, managed, stored, retrieved, shared, transmitted, and analyzed by conventional software for a certain period of time due to its capacity too big and too complex. &n ...

End-to-end: IBM Large Data Solution resolution

As can be seen from IBM's large data platform framework and application solutions, large data platforms include 4 components: information integration and governance component, core processing platform for large data (including Biginsights platform, streaming computing platform, data Warehouse based on the framework of open source Apache Hadoop) , contextual search, four parts), accelerators, and high-level applications that include visualization and discovery, application development, and system management. IBM Software Group Greater China Information management software general Manager Lu Weihuan IBM Software Group Greater China Area information management software ...

Big data misunderstanding in "Dongguan migration"

CCTV February 9 exposed the pornographic industry in Dongguan, a stone stirred thousand layers of waves. That night, a set from the "http://www.aliyun.com/zixun/aggregation/12669.html" > Baidu Migration "Large data analysis of the network map was hot turn." The figure simply and directly shows the ten most popular cities that moved out of Dongguan and moved in 8 hours before 10 o'clock on the night of February 9. Although the original text did not explicitly read, but at this point of the netizens have forwarded, the tacit belief that this is a "Miss Johns ..."

Initial recommendation mechanism, recommendation engine

With the development of the Internet, it is estimated that most products will encounter the planning of recommendation mechanism. As an Internet product person, you also need to study the core algorithm of the recommendation mechanism, and this article is an article that I've seen that gives you some basic recommendations, and turns around to share the information. It's now in the age of data explosion. , with the development of Web 2.0, the Web has become a platform for data sharing, so it becomes more and more difficult for people to find the information they need in massive amounts of data. In this case, search engine (Goog ...

Large data governance: a maturity assessment framework

Goals: Goal Business Outcomes: Business results enablers: support elements Organizational structures & awareness: Organizational structure and knowledge Stewardship: Management Data Riskmanagement: Data Risk Management policy: Strategy core disciplines: Core guideline data Quality Management: Number ...

Find new large data analysis solutions to improve business agility and reduce costs

All along, data analysis has played an important role in harnessing the benefits of electronic storage of information. Some organizations use data analysis solutions to provide insights into increasing revenue, increasing market share, reducing costs, and achieving scientific breakthroughs. Today, as business processes become more automated, the map of data analysis is expanding. Previously stored in separate online and offline repositories, information in various formats can now be stored in digital format, ready for consolidation and analysis. As a result, executives are increasingly demanding data and expect faster, more efficient solutions. Organizations also pay more attention to data ...

Uncovering the five major myths of big data

With so much hype about big data, IT managers have a hard time knowing how to tap into the potential of big data.     Gartner points to five misconceptions about big data to help IT managers develop their information infrastructure strategy. Alexander Linden, Gartner research director, said: "Big Data offers great opportunities, but it also poses greater challenges." Massive amounts of data do not solve the problems inherent in the data. IT managers need to break all kinds of hype, according to the known ...

MapR trying to push sql-on-hadoop to new levels

MAPR today updated its Hadoop release, adding Apache Drill 0.5 to reduce the heavy data engineering effort. Drill is an open source distributed ANSI query engine, used primarily for self-service data analysis. This is the open source version of Google's Dremel system, which is used primarily for interactive querying of large datasets-which support its bigquery servers. The objective of the Apache Drill project is to enable it to scale to 10,000 servers or more servers, while processing in a few seconds ...

SAP adds five new applications to its Hana database

October 30, 2013, SAP announced that http://www.aliyun.com/zixun/aggregation/13659.html ">hana memory database added four new applications for customer capacity collection,   The other is a rogue management application.   SAP said that the software can be applied to production-oriented or direct-deployment enterprises, to Hana Enterprise Cloud Service model to the SAP HANA Market, free trial for 30 days. The news is that ...

HBase usage Scenarios and success stories

Sometimes the best way to learn about a software product is to see how it is used. It can solve what problems and how these solutions apply to large application architectures that can tell you a lot. Because HBase has a lot of open product deployments, we can do just that.   This section describes in detail some of the scenarios in which people successfully use HBase. Note: Do not limit yourself to the belief that hbase can only solve these usage scenarios. It is a nascent technology, and innovation based on the use of the scene is driving the development of the system. If you have new ideas, think you can benefit from HBAs ...

Forecast analysis of 2014 Big Data and cloud computing development

In 2013, we saw an increasing number of http://www.aliyun.com/zixun/aggregation/13844.html "> Large data projects coming out of the proof-of-concept phase and entering the production and implementation phase."   Big data is not a whole new idea; businesses know they need to be addressed, and these big data can generate a lot of useful insights (or some integration hurdles). However, cloud computing is in a very different phase, far more than the initial stage of speculation, into ...

Twitter Open source Summingbird: Consolidated batch processing and flow processing under near-native coding

Depending on the use scenario, large data processing is gradually evolving to two extremes-batch processing and streaming. The streaming processing pays more attention to the real-time analysis of the data, and represents the storm and S4 of the tools.   and batch processing is more focused on the long-term data mining, the typical tool is derived from the three major Google paper Hadoop. With the "bursting" of data, companies are racking their brains over large data processing, with the aim of being faster and more accurate. However, the recent new Open-source tool Summingbird has broken the rhythm of ...

Soa+saas in China the present situation don't confuse the concept

SOA and SaaS must be separated. The combination of SOA and SaaS can be a trend. SOA is not yet SaaS in China. When it comes to SOA, the ESB cannot be said. An ESB is a new software object that is added to the framework of the SOA architecture. There is a need to provide SOA services over the Internet. United States an ESB supplier Cape http://www.aliyun.com/zixun/aggregation/16442.html ">c ...

Which industries will the big data forecasts change?

The intermediary transaction SEO diagnoses Taobao guest cloud host technology Hall "I World Net business note" During the World Cup, the technology giants use big data to predict the result of the game, reappear "Octopus Paul". The World Cup is over but big data forecasts will continue. With the deepening of the information revolution, the prediction of the large data age is easier, and human life is being profoundly changed by large data predictions. The logical basis for large data predictions is that every unconventional change must have a sign beforehand, that everything is traceable, and that if the law of the signs and changes is found, predictions can be made. Large data ...

Interview EMC Liuweiguang: Greenplum's Big Data strategy

Big data has huge room for development, as evidenced by governments ' policies on big data. U.S. President Barack Obama's big data development plan brings together the nation's top experts to turn data into business assets and values. China's big data market is also no doubt that big data contains huge potential and business opportunities. In recent years, it vendors have launched their own large data strategy, EMC is no exception. EMC, as a traditional storage vendor, has been a leader in global storage. Recently, IT168 reporter of EMC Data Computing Products division, general manager of the Greater China, Liu ...

How to find out the commercial value of large data is more important

For all the big data commitments, the fundamental challenge of collecting large amounts of data from different sources is to find new business applications for this data, some IT managers said at the Phoenix Business Intelligence and Analysis Vision exhibition in the world of computing this week. Technology vendors and industry analysts are promoting the business benefits of using unstructured data from clouds, mobile devices, social media channels and other sources to mix traditional structured data, according to some executives attending the show. However, executives do not know how to use large data or how to articulate themselves to the IT department ...

Large and false data (i)

October 24, China TMT International Chamber of Commerce in Beijing Fairmont Center held a forum on the theme of "Big Data big impact", will be well-known it commentators Xie on the current speculation on the Big Data topic, made a wonderful speech, causing the audience enthusiastic response. China Broadband Industry fund chairman of the site reviews, "This is my six months to hear the best about big data speech." In the cloud will be a speech finishing, the full text is as follows: Well-known it commentators Xie I have been about the past six months or so time to write 10 articles on large data, the magazine also published, this is just out ...

Data scientist: The sexiest career of the 21st century

In 2006 Jonathan Goldman went to the business social networking site, LinkedIn, when LinkedIn was just a start-up, with fewer than 8 million registered people, but many members invited their friends and classmates to join, so the number of registrations increased rapidly. But it is not easy for users to find users who are already registered on the site, and the ratio does not meet the expectations of managers. Obviously, some social experiences are missing. As a LinkedIn manager says, it's like, when you get to the conference reception, you find someone ...

Databus:linkedin Open Source Low latency change data capture system

February 26, LinkedIn open-source Its low latency change data capture system Databus, which can capture data on MySQL and Oracle data sources, but now LinkedIn is only open source for Oracle connectors. Databus, as a consistent safeguard component of the LinkedIn ecosystem, is a product with high security, even if it is still highly effective in the case of low latency, and its biggest characteristic is unlimited lookback ability and rich subscr ...

Citus data is moving citusdb towards Hadoop.

In recent days, database start-ups citus data to implement fast SQL queries on Hadoop, which is not a big deal, because for them, the bigger goal is in the back. Citus data has gone beyond postgres to extend its high-speed, analytical database Citusdb to Hadoop, and then it should be expanding to MongoDB and other database products you already think of. Gigaom's correspondent Derrick Harris thinks Citus data is ...

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