Speedy Management of Data Using MapReduce Approach

Author:

N. Ambika1ORCID

Affiliation:

1. St. Francis College, India

Abstract

The previous contribution utilizes two assignments in practical programming: Map and Reduce. MapReduce is another preparing structure. Hadoop is its open-source execution on a solitary processing hub or groups. Contrasted and existing preparing ideal models, MapReduce and Hadoop enjoy two benefits. The deficiency lenient capacity brings about dependable information handling by reproducing the registering errands and cloning the information lumps on various figuring hubs across the processing bunch. The high-throughput knowledge preparation employs a cluster handling structure and the Hadoop disseminated document framework. Information is put away in the HDFS and made accessible to the slave hubs for calculation. The suggested work uses hashing methodology to increase speed in searching the required data. The suggestion reduces the mapping using hashing method based on attributes by 29.6% compared to previous work.

Publisher

IGI Global

Reference35 articles.

1. Energy-Perceptive Authentication in Virtual Private Networks Using GPS Data;N.Ambika;Security, privacy and trust in the IoT environment,2019

2. A Reliable Blockchain-Based Image Encryption Scheme for IIoT Networks;N.Ambika;Blockchain and AI Technology in the Industrial Internet of Things,2021

3. Borthakur, D. (2008). HDFS architecture guide. Hadoop Apache Project, 53(1-13), 2.

4. Big Data

5. A theory of data.

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