Big Data Analytics for Education: Hadoop and Spark
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| Natura: | Recurso digital |
| Lingua: | inglese |
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Zenodo
2017
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| _version_ | 1866901908913913856 |
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| author | Garcia, J. R. Gruenwald, L. Bernardino, J. |
| author_facet | Garcia, J. R. Gruenwald, L. Bernardino, J. |
| contents | In the last decade, the amount of data generated has increased immensely because of IoT – Internet of Things, Social networks, and Cloud. Because of this increase in the amount of data generated, each time appears new platforms for processing data. Big Data platforms tools are increasingly used in enterprises but unfortunately are not widely taught or even applied in the academic context. Hence, young engineers that have not yet become acquainted with this subject see a harder integration on the job site. Therefore, to encourage the teaching of such subject and by having in mind the sustainability on engineering education we have done a survey on Open Source Big Data platforms. In this context, we investigated two open source Big Data solutions: Apache Hadoop and Apache Spark. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_14698275 |
| institution | Zenodo |
| language | eng |
| publishDate | 2017 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Big Data Analytics for Education: Hadoop and Spark Garcia, J. R. Gruenwald, L. Bernardino, J. Big Data platforms Hadoop Spark In the last decade, the amount of data generated has increased immensely because of IoT – Internet of Things, Social networks, and Cloud. Because of this increase in the amount of data generated, each time appears new platforms for processing data. Big Data platforms tools are increasingly used in enterprises but unfortunately are not widely taught or even applied in the academic context. Hence, young engineers that have not yet become acquainted with this subject see a harder integration on the job site. Therefore, to encourage the teaching of such subject and by having in mind the sustainability on engineering education we have done a survey on Open Source Big Data platforms. In this context, we investigated two open source Big Data solutions: Apache Hadoop and Apache Spark. |
| title | Big Data Analytics for Education: Hadoop and Spark |
| topic | Big Data platforms Hadoop Spark |
| url | https://doi.org/10.5281/zenodo.14698275 |