Fault-Tolerant Event-Driven Systems- Techniques and Best Practices

Reliability is an important feature in modern distributed, event-driven systems to provide simple, easy-to-manage, and fault-tolerant solutions that refrain from degrading into system failures. It is becoming a widespread solution for formulating microservices, serverless, and development of different cloudnative structures. Asynchronous architectures are distinguished by their interconnectedness and geographical dispersion, making them susceptible to failures. This paper aims to analyze some essential fault-tolerant approaches and technologies with the help of real-world examples of significant tech giants such as Netflix, Uber, and GitHub to highlight the problems and solutions in this area. Techniques like redundancy and replication, idempotency, circuit breakers, retry mechanism and event sourcing are considered for their parts in system reliability. Furthermore, more sophisticated techniques such as graceful degradation, systems that heal independently, and sharding are discussed for their ability to improve availability in partial failure scenarios. The use of strategies such as monitoring and observability, as well as fallbacks, are also discussed in this regard. New directions, such as applying Artificial Intelligence in fault detection and Blockchain applications, can positively affect the systems' reliability. In this approach, case studies show how Netflix will maintain uninterrupted streaming with the help of regional redundancy, and Uber will maintain transactional consistency with the help of event sourcing and sagas. GitHub also uses graceful degradation and circuit breaker techniques to support basic functionalities during blackouts. Such considerations illustrate that fault tolerance is essential to improve competitive advantage and customer trust and enable business continuity. This paper encapsulates detailed information and practical solutions that Architects, Developers and Business Executives need to build sustainable, high-availability, fault-tolerant, event-driven systems for a complex computing environment.

Authors

Publication Details

Journal
Journal of Engineering and Applied Sciences Technology
Published
2024-08-31
DOI
https://doi.org/10.47363/jeast/2024(6)e167
Citations
21
Primary Topic
Software System Performance and Reliability
Type
article
Field-Weighted Citation Impact
7.33
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article

Fault-Tolerant Event-Driven Systems- Techniques and Best Practices

Ashwin Chavan
21 citations
Journal of Engineering and Applied Sciences Technology
Software System Performance and Reliability
7.33
article

Fault-Tolerant Event-Driven Systems- Techniques and Best Practices

Ashwin Chavan
article en
21 citations

Abstract

Reliability is an important feature in modern distributed, event-driven systems to provide simple, easy-to-manage, and fault-tolerant solutions that refrain from degrading into system failures. It is becoming a widespread solution for formulating microservices, serverless, and development of different cloudnative structures. Asynchronous architectures are distinguished by their interconnectedness and geographical dispersion, making them susceptible to failures. This paper aims to analyze some essential fault-tolerant approaches and technologies with the help of real-world examples of significant tech giants such as Netflix, Uber, and GitHub to highlight the problems and solutions in this area. Techniques like redundancy and replication, idempotency, circuit breakers, retry mechanism and event sourcing are considered for their parts in system reliability. Furthermore, more sophisticated techniques such as graceful degradation, systems that heal independently, and sharding are discussed for their ability to improve availability in partial failure scenarios. The use of strategies such as monitoring and observability, as well as fallbacks, are also discussed in this regard. New directions, such as applying Artificial Intelligence in fault detection and Blockchain applications, can positively affect the systems' reliability. In this approach, case studies show how Netflix will maintain uninterrupted streaming with the help of regional redundancy, and Uber will maintain transactional consistency with the help of event sourcing and sagas. GitHub also uses graceful degradation and circuit breaker techniques to support basic functionalities during blackouts. Such considerations illustrate that fault tolerance is essential to improve competitive advantage and customer trust and enable business continuity. This paper encapsulates detailed information and practical solutions that Architects, Developers and Business Executives need to build sustainable, high-availability, fault-tolerant, event-driven systems for a complex computing environment.

Journal of Engineering and Applied Sciences Technology
Openalex Percentile: Top 2%
Software System Performance and Reliability
7.33
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Fault-Tolerant Event-Driven Systems- Techniques and Best Practices — Ashwin Chavan · Journal of Engineering and Applied Sciences Technology (2024) | TGRS Research Map | TGRS