Fragmentation Techniques for Ideal Performance in Distributed Database – A Survey

Ubaidillah, Sharifah Hafizah Sy Ahmad; Ahmad, Nesar

doi:10.15282/ijsecs.6.1.2020.3.0066

Cited by 7 publications

(1 citation statement)

References 14 publications

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“…As a distributed system in big data and wide network consists of both physical and virtual images [1], neither the volume, size, location, time processing, nor storage resources are precise and limited [2,3]. The features of a distributed system eliminate limitations in terms of using the system and standard networks to provide computing capabilities [1].…”

Section: Introductionmentioning

confidence: 99%

A survey on potential reactive fault tolerance approach for distributed systems in big data

Ubaidillah

Ahmad

Sahabudin

2023

Third International Conference on Computer Vision and Information Technology (CVIT 2022)

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Due to their unique properties such as high availability and reliability, distributed systems are gaining popularity nowadays. However, the rapid growth of Big Data in distributed systems creates new issues for dataset reliability and availability. In any distributed computer system, the presence and recurrence of failures is an inescapable factor. Both hardware and software components of distributed systems are prone to failure. As a result, the issue of fault tolerance is being recognized as the fundamental theme and essential requirement for the construction and maintenance of the distributed computing paradigm in order to achieve prominence and criticality. Fault tolerance refers to the application that must be executed even in failure conditions by detecting and correcting the fault. Reactive fault tolerance techniques are used to effectively troubleshoot the systems upon occurrences of failures. This paper aims to provide a better understanding of reactive fault tolerance techniques and identifies various approaches used as reactive fault tolerance in distributed systems. Based on the reviews done in this research, there are various reactive fault tolerance techniques that can improve the performance of the distributed systems in terms of availability, reliability, total execution time, and communication cost such as replication, checkpointing task resubmission, and job migration.

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