A survey on potential reactive fault tolerance approach for distributed systems in big data
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 an...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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SPIE Digital Library
2023
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/35156/1/SPIE%20-%20ID-AU1001.pdf http://umpir.ump.edu.my/id/eprint/35156/7/A%20survey%20on%20potential%20reactive%20fault%20tolerance%20approach.pdf |
| _version_ | 1825814536092909568 |
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| author | Noraziah, Ahmad Sharifah Hafizah, Syed Ahmad Ubaidillah Noor Azida, Sahabudin |
| author_facet | Noraziah, Ahmad Sharifah Hafizah, Syed Ahmad Ubaidillah Noor Azida, Sahabudin |
| author_sort | Noraziah, Ahmad |
| collection | UMP |
| description | 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. |
| first_indexed | 2024-03-06T13:00:04Z |
| format | Conference or Workshop Item |
| id | UMPir35156 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T13:00:04Z |
| publishDate | 2023 |
| publisher | SPIE Digital Library |
| record_format | dspace |
| spelling | UMPir351562023-08-24T03:27:32Z http://umpir.ump.edu.my/id/eprint/35156/ A survey on potential reactive fault tolerance approach for distributed systems in big data Noraziah, Ahmad Sharifah Hafizah, Syed Ahmad Ubaidillah Noor Azida, Sahabudin QA76 Computer software 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. SPIE Digital Library 2023-02 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/35156/1/SPIE%20-%20ID-AU1001.pdf pdf en http://umpir.ump.edu.my/id/eprint/35156/7/A%20survey%20on%20potential%20reactive%20fault%20tolerance%20approach.pdf Noraziah, Ahmad and Sharifah Hafizah, Syed Ahmad Ubaidillah and Noor Azida, Sahabudin (2023) A survey on potential reactive fault tolerance approach for distributed systems in big data. In: 2022 3rd International Conference on Computer Vision and Information Technology (CVIT 2022) , 19 - 21 August 2022 , Beijing, China. pp. 1-8., 12590 (1259009). (Published) https://doi.org/10.1117/12.2670017 |
| spellingShingle | QA76 Computer software Noraziah, Ahmad Sharifah Hafizah, Syed Ahmad Ubaidillah Noor Azida, Sahabudin A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title | A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title_full | A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title_fullStr | A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title_full_unstemmed | A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title_short | A survey on potential reactive fault tolerance approach for distributed systems in big data |
| title_sort | survey on potential reactive fault tolerance approach for distributed systems in big data |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/35156/1/SPIE%20-%20ID-AU1001.pdf http://umpir.ump.edu.my/id/eprint/35156/7/A%20survey%20on%20potential%20reactive%20fault%20tolerance%20approach.pdf |
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