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Spark: A framework for cluster computing on a workgroup

Translation: Esri Lucas The first paper on the Spark framework published by Matei, from the University of California, AMP Lab, is limited to my English proficiency, so there must be a lot of mistakes in translation, please find the wrong direct contact with me, thanks. (in parentheses, the italic part is my own interpretation) Summary: MapReduce and its various variants, conducted on a commercial cluster on a large scale ...

"Book pick" large data development of the first knowledge of Hadoop

This paper is an excerpt from the book "The Authoritative Guide to Hadoop", published by Tsinghua University Press, which is the author of Tom White, the School of Data Science and engineering, East China Normal University. This book begins with the origins of Hadoop, and integrates theory and practice to introduce Hadoop as an ideal tool for high-performance processing of massive datasets. The book consists of 16 chapters, 3 appendices, covering topics including: Haddoop;mapreduce;hadoop Distributed file system; Hadoop I/O, MapReduce application Open ...

How to use MongoDB as a pure memory database

This usage is very practical for the following applications: write-intensive cache embedded systems that precede a slow RDBMS system require a lightweight database and a unit test that data in the library can easily be purged without the need for a persistent data-compliant PCI system (testing) If all this could be done, it would be elegant: we would be able to manipulate http://www.aliyun.com/zixun/aggregati without involving disk operations ...

Mysql database sql statement commonly used optimization methods

MySQL database sql statement commonly used optimization methods 1. Query optimization, should try to avoid full table scan, should first consider where and order by the columns involved in the establishment of the index. 2. Should be avoided in the where clause on the field null value judgment, otherwise it will cause the engine to abandon the use of indexes and full table scan, such as: select id from t where num is null You can set the default value of num 0, to ensure that Num column table does not null value ...

A comparison of public data opening in the global Medical and health field

How to open public data in medical and health field? Different countries, because of the health system organization structure, the judicial environment, the history and the political environment, the Open Data strategy also has each characteristic. The medical and health Open Data Committee of the Ministry of Health of France after comparing the public data opening policies and measures in 15 countries in the world, the most reference and Representative 5 countries were selected (UK, USA, Canada, Denmark and Singapore). The study found that although the public data opening in health care in various countries is focused, the ultimate goal is the same, that is, to improve the medical and health services through ...

A comparison of public data opening in the global Medical and health field

How should public data in health care be opened? Different countries, because of the health system organization structure, the judicial environment, the history and the political environment, the Open Data strategy also has each characteristic.   The medical and health Open Data Committee of the Ministry of Health of France after comparing the public data opening policies and measures in 15 countries in the world, the most reference and Representative 5 countries were selected (UK, USA, Canada, Denmark and Singapore). The study found that although the public data in the health field of various countries are focused, the ultimate goal is the same, namely, to improve health care clothing ...

Interview questions and answers for 28 MongoDB nosql databases

MongoDB is currently the best document-oriented free Open-source NoSQL database. If you are preparing to participate in a technical interview for the MongoDB NoSQL database, you might want to look at the following MongoDB NoSQL interview questions and answers. These MongoDB NoSQL interview questions cover the basic concepts of NoSQL databases, replication (Replication), fragmentation (Sharding), Transactions and locks, trace analysis Tools (Profiler), nuances, and logging features. Let's look at the following ...

MapReduce: Simple data processing on Super large cluster

MapReduce: Simple data processing on large cluster

The father of Hadoop outlines the future of big data platforms

"Big data is not hype, not bubbles. Hadoop will continue to follow Google's footsteps in the future. "Hadoop creator and Apache Hadoop Project founder Doug Cutting said recently. As a batch computing engine, Apache Hadoop is the open source software framework for large data cores. It is said that Hadoop does not apply to the online interactive data processing needed for real real-time data visibility. Is that the case? Hadoop creator and Apache Hadoop project ...

Development experience of large data processing

Big Data is no new topic, in the actual development and architecture process, how to optimize and adjust for large data processing, is an important topic, recently, consultant Fabiane Nardon and Fernando Babadopulos in "Java magzine"   The newsletter in electronic journals shares his own experience. The author first emphasizes the importance of the big data revolution: The Big Data revolution is underway and it's time to get involved. The amount of data that the enterprise produces every day is increasing, can be used again to discover new ...

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