Hadoop集群中标准计算与分布式计算的比较

Reet Rahul Ghosh, Abhaya Kirtivasan, Swati Srivastava
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引用次数: 0

摘要

计算现实生活问题的解决方案已经成为当务之急,并已成为一件极其重要的事情。在早期,计算和使用算法使事情工作需要花费几天或几个月的时间,但随着时间的推移,计算机变得更快更高效,这些计算花费的时间更少。如今,新的计算技术正在被发明。本文将讨论的一种这样的技术是使用Hadoop的分布式计算。与使用单台计算机解决问题不同,多个虚拟机将被建立起来,并将被用来定量地证明使用标准计算执行一个作业所花费的时间比使用Hadoop的分布式计算执行相同作业所花费的时间要多得多。与不使用云技术的标准方法相比,这将有助于更快的计算和更少的时间来执行任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of Standard Computation Against Distributed Computation Using Hadoop Cluster
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.
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