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Prismatic: It takes only 10 seconds to learn to analyze users ' interests by machine

There are a few things to explain about prismatic first. Their entrepreneurial team is small, consisting of just 4 computer scientists, three of them young Stanford and Dr. Berkeley. They are using wisdom to solve the problem of information overload, but these PhDs also act as programmers: developing Web sites, iOS programs, large data, and background programs for machine learning needs. The bright spot of the prismatic system architecture is to solve the problem of social media streaming in real time with machine learning. Because of the trade secret reason, he did not disclose their machine ...

Workflow scheduler azkaban installed

Overview 2.1.1 Why a Workflow Dispatching System A complete data analysis system is usually composed of a large number of task units: shell scripts, java programs, mapreduce programs, hive scripts, etc. There is a time-dependent contextual dependency between task units In order to organize such a complex execution plan well, a workflow scheduling system is needed to schedule execution; for example, we might have a requirement that a business system produce 20G raw data a day and we process it every day, Processing steps are as follows: ...

15 kinds of technologies that change the way developers work

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 ...

Open source Cloud Computing Technology Series (iv) (Cloudera experience)

Cloudera's location is bringing big Data to the Enterprise with Hadoop Cloudera in order to standardize the configuration of Hadoop, you can help the enterprise install, configure, Run Hadoop to achieve large-scale enterprise data processing and analysis. Since it is for enterprise use, Cloudera's software configuration is not to use the latest Hadoop 0.20, but the use of Hadoop 0.18.3-12.clou ...

Cloud storage standards who will follow the CDMI specification

The cloud storage Standard--CDMI specification, published by SNIa in April 2010, may have been a thrill for cloud-storage-related vendors, but how much does it do for the security and stability of cloud storage and the scalability of the current user's suspicions?     We don't know. Cloud storage was originally a concept that came out after cloud computing, but it didn't come up with a standard before cloud computing. This also fulfilled the phrase Bill Gates once said: "Cloud storage will be faster than cloud computing." Cloud ...

Cloud computing Comparisons: EC2, Mosso and Gogrid

The idea of using the Internet to provide IT capabilities as a service is relatively new, but recently people have reached a climax in their attention. Infoq has also published several articles, such as "Introduction to Virtualization" and an article on virtualization security, but there is still a lack of comparisons between different cloud providers. This article compares three cloud computing providers, which provide a server-centric solution, starting with a description of how to start three cloud computing services and then comparing the performance, price, and availability of services to three service providers. ...

Recommended! The machine learning resources compiled by foreign programmers

C + + computer vision ccv-based on C language/provides cache/core machine Vision Library, novel Machine Vision Library opencv-It provides C + +, C, Python, Java and MATLAB interfaces, and supports Windows, Linux, Android and Mac OS operating system. General machine learning Mlpack dlib Ecogg Shark Closure Universal machine learning Closure Toolbox-cloj ...

HTML5 vs Mobile App who will be the mainstream

The advent of the HTML5 makes mobile platform competition from the system platform to the browser: Mobile end of IE, Chrome, FireFox, Safari, or new browsers, who can achieve on the mobile end of the HTML5 better support, Who will be able to occupy more market in the future mobile application field. Now how do we install the app with the HTML5? The more flexible and convenient app usage and installation will be one of the HTML5 to shine on the mobile platform. The following list HTML5 ...

7 Open source software that supports the entire internet age

Open source software is now a supporting technology throughout the internet age, and you may not be able to leave the web world built up of Open-source software.   Now let's take a look at some of the most important open source technologies.   Linux Linux, an operating system for the Internet, is a free operating system that was born in 1991 and can be obtained free of charge through a network or other means, and can modify its source code arbitrarily. It can run major UNIX tool software, applications, and network protocols. It supports 32-bit and 64-bit hardware. Linux Inherits Uni ...

These 7 open source technologies support the entire Internet age

Open source software is now a supporting technology throughout the internet age, and you may not be able to leave the web world built up of Open-source software. Now let's take a look at some of the most important open source technologies. Linux Linux, an operating system for the Internet, is a free operating system that was born in 1991 and can be obtained free of charge through a network or other means, and can modify its source code arbitrarily. It can run major UNIX tool software, applications, and network protocols. It supports 32-bit and 64-bit hardware. Linux inherits Unix to network ...

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