Cost based Model for Big Data Processing with Hadoop Architecture

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CSTSDE108G8

Cost based Model for Big Data Processing with Hadoop Architecture

Mayank Bhushan
Mayank Bhushan
Sumit Kumar Yadav
Sumit Kumar Yadav
DOI

Abstract

With fast pace growth in technology, we are getting more options for making better and optimized systems. For handling huge amount of data, scalable resources are required. In order to move data for computation, measurable amount of time is taken by the systems. Here comes the technology of Hadoop, which works on distributed file system. In this, huge amount of data is stored in distributed manner for computation. Many racks save data in blocks with characteristic of fault tolerance, having at least three copies of a block. Map Reduce framework use to handle all computation and produce result. Jobtracker and Tasktracker work with MapReduce and processed current as well as historical data that’s cost is calculated in this paper.

Cost based Model for Big Data Processing with Hadoop Architecture

With fast pace growth in technology, we are getting more options for making better and optimized systems. For handling huge amount of data, scalable resources are required. In order to move data for computation, measurable amount of time is taken by the systems. Here comes the technology of Hadoop, which works on distributed file system. In this, huge amount of data is stored in distributed manner for computation. Many racks save data in blocks with characteristic of fault tolerance, having at least three copies of a block. Map Reduce framework use to handle all computation and produce result. Jobtracker and Tasktracker work with MapReduce and processed current as well as historical data that’s cost is calculated in this paper.

Mayank Bhushan
Mayank Bhushan
Sumit Kumar Yadav
Sumit Kumar Yadav

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Mayank Bhushan. 2014. “. Global Journal of Computer Science and Technology – C: Software & Data Engineering GJCST-C Volume 14 (GJCST Volume 14 Issue C2): .

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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST Volume 14 Issue C2
Pg. 13- 17
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Cost based Model for Big Data Processing with Hadoop Architecture

Mayank Bhushan
Mayank Bhushan
Sumit Kumar Yadav
Sumit Kumar Yadav

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