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MapReduce on Hadoop - Big Data in Action

In the previous post we’ve discovered what the secret of Hadoop is when it needs to store hundredths of TB. Based on a simple master-slave architecture, Hadoop is a system that can store and manipulate big amount of data very easily. Hadoop contains two types of nodes for storing data. The NameNode is the node that plays the role of master. It knows the name and locations of each file that Hadoop stores.  It is the only node that can identify the location of a file based on the file name. Around this node we can have 1 to n nodes that store the files content. The name of this kind of nodes is DataNode. Data processing Hadoop stores big data without any kind of problems. But it became known as the system that can process big data in a simple, fast and stable way. It is a system that can process and extract the information that we want from hundredths of TB of data. This is why Hadoop is the king of big data. In this post we will discover the secret of data processing – how Hado...

Hadoop and HDFS

We all heard about trends. We have trends in music, fashion and of course in IT. For 2013 there were announced some trends that are already part of our lives. Who didn’t hear about cloud, machine to machine (M2M) or NoSQL. All these trends have entered in our lives as part of our ordinary day. Big Data is a trend that existed last year and it remained one of the strongest one. In the next part of this article I would like to talk about Hadoop. Why? Big Data doesn’t exist without Hadoop. Big Data could be an amount of bytes that the client wouldn’t even know how to process them. Clients started a long time ago to ask for a scalable way of processing data. On ordinary systems, processing 50T would be a problem. Computer systems for indexing and processing this amount of data are extremely costly, not just financial but also in terms of time. At this point Hadoop is one (maybe the best) of the best processing solution for a big amount of data. First of all let’s see how it appeared and...

HDFS and Hadoop - Today Software Magazine

This week the 11th number of Today Software Magazine was lunched. In this number of the magazine I wrote about how Hadoop manage to store hundreds of terabytes without any kind of problem. I tried to explain what the secret that make Hadoop a system that supports more than 40.000 nodes. The article in Romanian can be found here:  www.todaysoftmag.com/tsm/ro/11 I hope until next week to have the article in English also. Until than I will share the slides from the presentation. HDFS and Hadoop from Radu Vunvulea Video: