Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource A Systematic Review of Challenges, Tools, and Myths of Big Data Ingestion Subject The topic of the resource Data ingestion; Flume; Ingestion challenges; Ingestion myths; Kafka; NiFi Description An account of the resource Each sector of the digital world generates enormous data as human life continues to transform. Areas like data analytics, data science, knowledge discovery in databases (KDD), machine learning, and artificial intelligence depend on highly distributed data which requires appropriate storage in a data lake. Collecting the data from different heterogeneous sources and creating a single lake of data is called data ingestion. Ironically, data ingestion has been treated as a less important stage in data analysis because it is considered a minor first step. There are several misconceptions in the data and analytics domain about data ingestion. The survey employed in this research presents a list of significant challenges faced by information technology (IT) industries during data ingestion. The available frameworks are compared in terms of standard parameters that are set against the existing challenges and myths. The findings from the comparison are compiled in a tabular format for easy reference. The paper places emphasis on the significance of data ingestion and attempts to present it as a major activity on the big data platform. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Irfan M.; George J.P. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-462, pp. 481-494. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-2211-4_43" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-2211-4_43</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135020977&amp;doi=10.1007%2F978-981-19-2211-4_43&amp;partnerID=40&amp;md5=4dd335dd06cbffb4fc534d41c7d7213e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135020977&amp;doi=10.1007%2f978-981-19-2211-4_43&amp;partnerID=40&amp;md5=4dd335dd06cbffb4fc534d41c7d7213e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981192210-7 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Irfan M., CHRIST (Deemed to be University), Lavasa Campus, Bengaluru, India; George J.P., CHRIST (Deemed to be University), Lavasa Campus, Bengaluru, India