Asynchronous Message Handling in Modern Distributed Systems: Strategies for Enhanced Data Integrity

Authors

  • Vignesh Kuppa Amarnath Texas State University, USA Author

DOI:

https://doi.org/10.32628/CSEIT251112195

Keywords:

Distributed Systems, Asynchronous Messaging, Data Loss Prevention, Message Queues, System Reliability, Fault Tolerance, Event-Driven Architecture

Abstract

Asynchronous message handling remains a critical challenge in distributed systems, particularly when addressing data loss prevention during system failures. This article presents a comprehensive analysis of strategies for implementing resilient message storage and processing mechanisms across distributed architectures. By examining the interplay between message queues, event-driven systems, and durable message brokers, this article demonstrates how proper implementation of these patterns can significantly enhance system reliability. This article explores key approaches including message replication, acknowledgment protocols, and transactional logging, while considering their impact on system performance and consistency. Through real-world case studies and practical implementations, it identifies optimal patterns for handling message persistence, recovery, and reprocessing across various failure scenarios. The findings suggest that carefully designed asynchronous messaging systems can achieve both high availability and data integrity, even under adverse conditions. This article contributes to the growing body of knowledge on distributed systems reliability by providing concrete strategies for architects and developers to implement robust message handling systems that balance performance requirements with data loss prevention guarantees.

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References

Alessandro Tundo et al., "Monitoring Probe Deployment Patterns for Cloud-Native Applications: Definition and Empirical Assessment," IEEE Transactions on Services Computing, July 2024. Available: https://www.researchgate.net/publication/377177241_Monitoring_Probe_Deployment_Patterns_for_Cloud-Native_Applications_Definition_and_Empirical_Assessment

Apostolos Kokolis et al., "Revisiting Reliability in Large-Scale Machine Learning Research Clusters," arXiv:2410.21680v1, 29 Oct. 2024. Available: https://arxiv.org/html/2410.21680v1

Sanika Raje, "Performance Comparison of Message Queue Methods," UNLV Theses, Dissertations, Professional Papers, and Capstones, August 2019. Available: https://digitalscholarship.unlv.edu/cgi/viewcontent.cgi?article=4749&context=thesesdissertations

Raghukishore Balivada, "Best Practices for Message Queue Services in Distributed Systems," International Journal of Computer Engineering and Technology (IJCET), vol. 16, no. 1, Jan. - Feb. 2025. Available: https://iaeme.com/MasterAdmin/Journal_uploads/IJCET/VOLUME_16_ISSUE_1/IJCET_16_01_002.pdf

Patricia T. Endo et al., "High availability in clouds: systematic review and research challenges," Journal of Cloud Computing, 2016. Available: https://journalofcloudcomputing.springeropen.com/articles/10.1186/s13677-016-0066-8

Robin Edlund and Johannes Kettu, "Performance of State Distributing Message-Oriented Middleware Systems Using Publish-Subscribe," Linköping University Electronic Press, 2023. Available: https://liu.diva-portal.org/smash/get/diva2:1772673/FULLTEXT01.pdf

A. Galvis, "Messaging Design Pattern and Pattern Implementation," The Hillside Group. Available: https://hillside.net/plop/2010/papers/galvis.pdf

Shyam Padia et al. "AQuery Optimization Strategies in Distributed Databases," International Journal of Computer Science and Information Technologies, vol. 6, no. 5, 2015. Available: https://www.ijcsit.com/docs/Volume%206/vol6issue05/ijcsit2015060515.pdf

Martin Kleppmann et al., "Online Event Processing: Achieving Consistency Where Distributed Transactions Have Failed," Core. Available: https://core.ac.uk/download/pdf/187716273.pdf

Thomas Ropars, "Large-Scale Data Management and Distributed Systems," Thomas Ropars. Available: https://tropars.github.io/downloads/lectures/LSDM/LSDM-1-introduction.pdf

R. F. Ereje et al., "Enterprise Messaging Management System," Globus Jul-Dec 2021. Available: https://globusjournal.com/wp-content/uploads/2021/09/GMIT-JD21-RAYNOR-F.-EREJE.pdf

World Bank Group, "Messaging Standards in Fast Payments," Fast Payments Systems Series, Technical Report, Feb. 2022. Available: https://fastpayments.worldbank.org/sites/default/files/2022-03/Messaging%20Standards_Final.pdf

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Published

07-02-2025

Issue

Section

Research Articles

How to Cite

Asynchronous Message Handling in Modern Distributed Systems: Strategies for Enhanced Data Integrity. (2025). International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 11(1), 1877-1885. https://doi.org/10.32628/CSEIT251112195