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Parallel MapReduce: Maximizing Cloud Resource Utilization and Performance Improvement Using Parallel Execution Strategies

MapReduce is the preferred cloud computing framework used in large data analysis and application processing. MapReduce frameworks currently in place suffer performance degradation due to the adoption of sequential processing approaches with little modification and thus exhibit underutilization of cl...

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Detalles Bibliográficos
Autores principales: Al-Absi, Ahmed Abdulhakim, Al-Sammarraie, Najeeb Abbas, Shaher Yafooz, Wael Mohamed, Kang, Dae-Ki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207866/
https://www.ncbi.nlm.nih.gov/pubmed/30417014
http://dx.doi.org/10.1155/2018/7501042