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Based on the Apache Hadoop 2.2 released last month, concurrent, a large data application platform expert, today unveiled a new version of cascading--'s large data application framework. Concurrent also launched cascading lingual 1.0, an Open-source project that provides a full ANSI SQL interface. Cascading is a stand-alone Open-source Java application framework designed as an alternative API for MapReduce. ...
In January 2014, Aliyun opened up its ODPS service to open beta. In April 2014, all contestants of the Alibaba big data contest will commission and test the algorithm on the ODPS platform. In the same month, ODPS will also open more advanced functions into the open beta. InfoQ Chinese Station recently conducted an interview with Xu Changliang, the technical leader of the ODPS platform, and exchanged such topics as the vision, technology implementation and implementation difficulties of ODPS. InfoQ: Let's talk about the current situation of ODPS. What can this product do? Xu Changliang: ODPS is officially in 2011 ...
A few years ago, in Los Angeles held a professional developer conference PDC2008, Microsoft chief software architect Ray Ozzie announced Microsoft's cloud computing strategy, and cloud computing platform - Windows Azure. The Azure ™ Services Platform (Azure) is an Internet-level operating model that is similar to the cloud computing services platform on Microsoft's data center systems. It provides users with an operating system and stand-alone developer services. Azure is a flexible and able to support interoperability ...
Introduction: It is well known that R is unparalleled in solving statistical problems. But R is slow at data speeds up to 2G, creating a solution that runs distributed algorithms in conjunction with Hadoop, but is there a team that uses solutions like python + Hadoop? R Such origins in the statistical computer package and Hadoop combination will not be a problem? The answer from the king of Frank: Because they do not understand the characteristics of R and Hadoop application scenarios, just ...
Now, Apache Hadoop no one I do not know unknown. When Doug Cutting, a Yahoo search engineer, developed the open source repository for creating a distributed computing environment and named his son's elephant doll, who could think of one day it would occupy the head of "big data" technology Top spot it. Although Hadoop hot with big data together, but I believe there are still many users do not understand it. In last week's TDWI Solutions Summit, TDWI Research Director and Industry Analyst Phili ...
Several articles in the series cover the deployment of Hadoop, distributed storage and computing systems, and Hadoop clusters, the Zookeeper cluster, and HBase distributed deployments. When the number of Hadoop clusters reaches 1000+, the cluster's own information will increase dramatically. Apache developed an open source data collection and analysis system, Chhuwa, to process Hadoop cluster data. Chukwa has several very attractive features: it has a clear architecture and is easy to deploy; it has a wide range of data types to be collected and is scalable; and ...
The relationship between big data and cloud computing has caused some confusion. In order to facilitate the discussion of the relationship between the two, from the "calculation" and "data" of the historical relationship. Because cloud computing is first a kind of "calculation", large data is first a kind of "data", and computer is used to "calculate" "data". Computers are software-and hardware-separated, a software-defined electronic product (programmable). An important issue in computer design is how to effectively manage hardware resources such as CPU, memory, and I/O, and how to make these resources reasonably available to applications. These two major tasks are embedded in various ...
The relationship between big data and cloud computing has caused some confusion. In order to facilitate the discussion of the relationship between the two, from the "calculation" and "data" of the historical relationship. Because cloud computing is first a kind of "calculation", large data is first a kind of "data", and computer is used to "calculate" "data". Computers are software-and hardware-separated, a software-defined electronic product (programmable). An important issue in computer design is how to effectively manage hardware resources such as CPU, memory, and I/O, and how to make these resources reasonably available to applications. These two major tasks are embedded in various ...
The hardware environment usually uses a blade server based on Intel or AMD CPUs to build a cluster system. To reduce costs, outdated hardware that has been discontinued is used. Node has local memory and hard disk, connected through high-speed switches (usually Gigabit switches), if the cluster nodes are many, you can also use the hierarchical exchange. The nodes in the cluster are peer-to-peer (all resources can be reduced to the same configuration), but this is not necessary. Operating system Linux or windows system configuration HPCC cluster with two configurations: ...
In the past, assembly code written by developers was lightweight and fast. If you are lucky, they can hire someone to help you finish typing the code if you have a good budget. If you're in a bad mood, you can only do complex input work on your own. Now, developers work with team members on different continents, who use languages in different character sets, and worse, some team members may use different versions of the compiler. Some code is new, some libraries are created from many years ago, the source code has been ...
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