Advancing Polyglot Big Data Processing using the Hadoop ecosystem

This article explores the utilization of the Hadoop ecosystem as a polyglot big data processing platform, focusing on the integration of diverse computation and storage technologies and their potential advantages in certain computational contexts. It delves into the potential of this ecosystem as a unified platform highlighting its architectural foundations and their complementary strengths in distributed storage, processing efficiency and real-time analytics. The article explores potential use cases within domains such as Smart Cities and Social Networks, illustrating how the platform's diverse components can be orchestrated in a polyglot manner and how these fields can benefit from the ecosystem's capabilities. Finally, the article concludes by showcasing alternatives for future research, including specialized architectural aspects of the ecosystem to advance the polyglot paradigm.

Publication Details

Journal
ArXiv.org
Published
2025-04-19
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
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article

Advancing Polyglot Big Data Processing using the Hadoop ecosystem

ArXiv.org
Cloud Computing and Resource Management
article

Advancing Polyglot Big Data Processing using the Hadoop ecosystem

article en

Abstract

This article explores the utilization of the Hadoop ecosystem as a polyglot big data processing platform, focusing on the integration of diverse computation and storage technologies and their potential advantages in certain computational contexts. It delves into the potential of this ecosystem as a unified platform highlighting its architectural foundations and their complementary strengths in distributed storage, processing efficiency and real-time analytics. The article explores potential use cases within domains such as Smart Cities and Social Networks, illustrating how the platform's diverse components can be orchestrated in a polyglot manner and how these fields can benefit from the ecosystem's capabilities. Finally, the article concludes by showcasing alternatives for future research, including specialized architectural aspects of the ecosystem to advance the polyglot paradigm.

ArXiv.org
Sustainable cities and communities
Openalex Percentile: Top 36%
Cloud Computing and Resource Management
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Advancing Polyglot Big Data Processing using the Hadoop ecosystem · ArXiv.org (2025) | TGRS Research Map | TGRS