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What is Batch Processing

Encyclopedia of Data Science and Machine Learning
Batch processing is the process of completing batches of jobs simultaneously in a sequential manner.
Published in Chapter:
Big Data Analytics in E-Governance and Other Aspects of Society
Dishit Duggar (Vellore Institute of Technology, Vellore, India), Sarang Mahesh Bang (Vellore Institute of Technology, Vellore, India), and B. K. Tripathy (Vellore Institute of Technology, Vellore, India)
Copyright: © 2023 |Pages: 13
DOI: 10.4018/978-1-7998-9220-5.ch007
Abstract
Normally, big data refers to large and complex data sets that are derived from various sources and require new mechanisms for processing as existing mechanisms cannot handle such complex data (structured, semi-structured, and unstructured). Such type of data is growing rapidly in various sectors, and its interpretation and analysis is the need of today. Like other areas, e-governance and society also deal with big data. Big data analytics refers to the use of tools and techniques to process and analyse big data and plays a vital role in e-government projects. Using these tools, governments tend to modernize the public sector and create different policies to improve economy of a country. This article starts with a brief introduction to big data and its applications in e-governance and describes and analyses different available frameworks/tools highlighting their pros and cons. Also, frameworks being in different sectors of governance are presented along with various analytic techniques used. It ends with accounting challenges in using and managing big data analytics techniques.
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More Results
Trending Big Data Tools for Industrial Data Analytics
Batch data processing is a method of processing large amounts of data at once.
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Big Data Analytics Tools and Platform in Big Data Landscape
It is defined as the processing of all collected jobs/batch which are same in nature.
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Real-Time Big Data Warehousing
A sequential processing mode in which the data is read from the data source, processed or stored, being performed in a non-iterative way, each task at a time.
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Big Data Tools for Computing on Clouds and Grids
A system of processing data that takes hours, days or weeks to complete. A batch job will be started to answer an organization’s question from their existing data.
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