Comparison of Standard Computation Against Distributed Computation Using Hadoop Cluster

DOI

10.2991/ahis.k.210913.028How to use a DOI?

Keywords

Algorithms, Computation techniques, Distributed Computing, Hadoop, Instances, Virtual Computers

Abstract

Computing the solutions to real life problems has become the need of the hour and has become a matter of utmost importance. In earlier times, it took days/months to compute and use algorithms to make things work, but as time passed on, computers became faster and more efficient, and these computations took less time. Now a days, new computation techniques are being invented. One such technique which will be discussed in this paper is Distributed Computation using Hadoop. Instead of using a single computer to solve problems, multiple virtual machines will be set up and will be used to prove quantitatively the time taken to execute one job using standard computation is much more than the time taken to execute the same job using Distributed Computation using Hadoop. This will help in faster computation and less time to perform tasks, as compared to standard methods which do not use cloud technology.

Copyright

© 2021, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Reet Rahul Ghosh
AU  - Abhaya Kirtivasan
AU  - Swati Srivastava
PY  - 2021
DA  - 2021/09/13
TI  - Comparison of Standard Computation Against Distributed Computation Using Hadoop Cluster
BT  - Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021)
PB  - Atlantis Press
SP  - 226
EP  - 233
SN  - 2589-4900
UR  - https://doi.org/10.2991/ahis.k.210913.028
DO  - 10.2991/ahis.k.210913.028
ID  - Ghosh2021
ER  -