International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

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Informative Article | Science and Technology | India | Volume 9 Issue 6, June 2020

Designing a Resilient Parallel Distributed Task Infrastructure for Large-Scale Data Processing

Mahidhar Mullapudi [11] | Mahesh Babu Munjala [2] | Chinmay Kulkarni

Abstract: This technical paper introduces a sophisticated Parallel Distributed Task Infrastructure (PDTI) meticulously crafted to address the escalating demands of large-scale data processing[1][2] and transformation systems. PDTI orchestrates parallel tasks across distributed nodes, strategically optimizing latency, throughput, and processing power. The infrastructure's core components include a parent task overseeing task distribution, progress tracking, and error management across child tasks, with a paramount focus on resilience and fault tolerance. This paper expounds upon the architectural intricacies and contractual guidelines of PDTI, presenting a holistic solution to efficiently navigate the challenges inherent in processing extensive datasets within distributed computing environments[3][4][5][6].

Keywords: Parallel Distributed Task, Scalable data processing, Resilient Computing, Task Synchronization

Edition: Volume 9 Issue 6, June 2020,

Pages: 1925 - 1929

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