Examining how Netflix has evolved its technological infrastructure through the adoption of microservices architecture, which has enhanced its scalability, fault tolerance, and overall performance, provides valuable insights into the broader implications of microservices architecture in modern software development.
This paper analyzes the two software architectural approaches namely Monolithic Architecture vs Microservices Architecture when considering scalable software development, and puts the following into consideration: empirical trade-offs, scalability consideration, organizational implications, and development complexity.
Theophilus Bamise Ajala, A. Oduroye, I. Ayoade et al.· Asian journal of applied sci...· 0 citations
This research will perform a comparative evaluation of monolithic architecture and microservices architecture with a focus on their performance and cost characteristics to help developers to choose one of the styles considering its performance and cost characteristics.
R. Rautela, Abhisekh Mishra, Aditya Pandey et al.· International Journal of All...· 0 citations
Enterprise software teams face a fundamental architectural choice: build a single unified application or decompose functionality into independently deployable services. This article examines monolithic and microservices architectures, analyzing their technical benefits, tradeoffs, and practical implications for scalability, reliability, deployment, and organizational complexity. It discusses how teams can evaluate these architectural approaches based on system size, business requirements, operational maturity, and long-term maintainability.
Microservices architecture has gained significant traction in developing scalable, resilient, and flexible applications by decomposing systems into small, autonomous services. This approach allows for specialized data management strategies tailored to each service's unique requirements. However, the distributed nature of microservices introduces complex data management challenges that are not adequately addressed by traditional software engineering practices alone. This paper investigates the current state of data management within microservices architectures, identifies prevalent challenges, and outlines potential research directions to advance the field. Our study combines systematic literature reviews, analysis of open-source applications, and insights from industry practitioners to provide a holistic understanding of the data management landscape in microservices.
Ahmed Ben Ali· International Journal of Art...· 0 citations
This paper explores the integration of Spring Boot with containerization and observability, focusing on best practices, architectural patterns, and challenges, and delves into containerization strategies using Docker and orchestration with Kubernetes, emphasizing their roles in deployment and scalability.
Youssef- Al-Habib, Omar Sullaiman· International Journal of Art...· 1 citation
As legacy application architectures can limit the ability to deliver quickly, engineer for resilience, scale, and deploy independently, enterprise migration to microservices running on Kubernetes has emerged as a key modernization priority. This review analyzes peer-reviewed research in the field of migration patterns, service decomposition, containerization, orchestration, technical debt, organizational readiness and runtime governance in enterprise contexts. The literature suggests that full architectural replacement is seldom the most effective migration path. Instead, incremental extraction, a well-defined service-boundary understanding, platform engineering capability, observability maturity, data ownership redesign, and a staged coexistence between legacy and cloud-native elements are essential for durable modernization. Reported studies also highlight current shortcomings, such as poor longitudinal evidence, inconsistent migration measures, only minimal empirical validation for Kubernetes, and inadequate attention to regulated enterprise constraints. The review builds an abbreviated conceptual framework for migration to Kubernetes and draws inferences from comparative results from reported studies. It concludes that there needs to be more evidence in the field on production-scale economics of migration, platform reliability, socio-technical governance, and measurable results in different and diverse enterprise domains.
Shubham Srivastava· World Journal of Advanced En...· 0 citations