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1

Sanghamithra Duggirala. "Micro Service Architecture and Platform-Independent Middleware Integration: A Humanized Review." International Research Journal on Advanced Science Hub 7, no. 06 (2025): 623–29. https://doi.org/10.47392/irjash.2025.073.

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Microservice architecture (MSA) offers a modular approach to building scalable and maintainable software systems. However, integrating microservices across heterogeneous platforms remains a significant challenge. This review explores the role of platform-independent middleware in enabling seamless communication, orchestration, and management of microservices. We present a conceptual architecture that leverages tools such as gRPC, Kafka, service meshes, and observability stacks, ensuring interoperability, resilience, and operational efficiency. Through experimental results and case studies, we
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Marvis, Okpako, Olanriwaju Babatunde, and Eguavoen Victor Osasu. "Exploring Tracing in Microservice Applications: Leveraging Zipkin for Enhanced Observability." International Journal of Research and Scientific Innovation XI, no. XI (2024): 384–95. https://doi.org/10.51244/ijrsi.2024.11110030.

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Microservices architecture has gained prominence due to its scalability and modularity, but its distributed nature complicates observability, performance monitoring, and troubleshooting. This study explores the integration of Zipkin, an open-source distributed tracing tool, into microservice architectures to enhance observability. The primary objective is to investigate how Zipkin can be used to trace service interactions, identify latency issues, and optimize system performance in microservices. The research methodology involves implementing Zipkin in a Job Microservice Application comprising
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Pontarolli, Ricardo Pasquati, Jeferson André Bigheti, Lucas Borges Rodrigues de Sá, and Eduardo Paciencia Godoy. "Microservice-Oriented Architecture for Industry 4.0." Eng 4, no. 2 (2023): 1179–97. http://dx.doi.org/10.3390/eng4020069.

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Industry 4.0 (I4.0) is characterized by the integration of digital technologies into manufacturing processes and highlights new requirements for industrial systems such as greater interoperability, decentralization, modularization, and independence. The traditional hierarchical architecture of Industrial Automation Systems (IAS) does not fulfill these requirements and is evolving to incorporate information technologies in order to support I4.0 applications. The integration among these technologies, equipment, and systems at different industry levels requires a migration from the legacy vertica
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Aden, Abdiaziz Abdullahi. "Microservice Architecture in E-commerce Platforms using Docker and Kubernetes." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 08, no. 04 (2024): 1–5. http://dx.doi.org/10.55041/ijsrem31735.

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software development and deployment by increasing modularity, scalability, and flexibility. This technique divides apps into smaller, independent services that communicate over HTTP APIs. Docker plays an important role in containerizing these services, guaranteeing consistent operation across several settings. Docker containers are lightweight, use the host kernel, and start quicker than typical virtual machines, making them perfect for microservices. Kubernetes, Google's open-source technology, enhances microservices by automating container deployment, scaling, and administration across host
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Malinich, I. P., and Y. V. Ivanchuk. "Features of microservices placement of learning management systems in hybrid clouds." System technologies 3, no. 158 (2025): 157–70. https://doi.org/10.34185/1562-9945-3-158-2025-16.

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The article focuses on various approaches and methods for deploying microservices in the cloud, as well as the specifics of their application for hosting microservices in a hybrid cloud environment for learning management systems. The relevance of the study consists in the problem that migrating high-load learning management systems (LMS) with numerous integration links to other services to the cloud is a complex task that is difficult to be solved using existing methods. LMS’es such as Moodle, Canvas LMS, Forma LMS, and others are often used to organize the educational process in Ukrainian ed
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Zouani, Younes, and Mohamed Lachgar. "Zynerator: Bridging Model-Driven Architecture and Microservices for Enhanced Software Development." Electronics 13, no. 12 (2024): 2237. http://dx.doi.org/10.3390/electronics13122237.

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Model-driven architecture (MDA) has demonstrated significant potential in automating code generation processes, yet its application often falls short in addressing the complexities of modern architectural styles, notably microservices. Microservice architecture, characterized by its decomposition of applications into small, independently deployable services, presents unique challenges and opportunities that traditional MDA approaches struggle to accommodate. In this paper, Zynerator, a novel framework that bridges the gap between model-driven architecture and microservice development, is prese
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Salvadori, Ivan Luiz, Alexis Huf, Bruno C. N. Oliveira, Ronaldo dos Santos Mello, and Frank Siqueira. "Improving entity linking with ontology alignment for semantic microservices composition." International Journal of Web Information Systems 13, no. 3 (2017): 302–23. http://dx.doi.org/10.1108/ijwis-04-2017-0029.

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Purpose This paper aims to propose a method based on Linked Data and Semantic Web principles for composing microservices through data integration. Two frameworks that provide support for the proposed composition method are also described in this paper: Linkedator, which is responsible for connecting entities managed by microservices, and Alignator, which aligns semantic concepts defined by heterogeneous ontologies. Design/methodology/approach The proposed method is based on entity linking principles and uses individual matching techniques considering a formal notion of identity. This method im
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Spasiteleva, Svitlana, Ivan Chychkan, Svitlana Shevchenko, and Yulia Zhdanovа. "DEVELOPMENT OF SECURE CONTAINERIZED APPLICATIONS WITH A MICROSERVICES ARCHITECTURE." Cybersecurity: Education, Science, Technique 1, no. 21 (2023): 193–210. http://dx.doi.org/10.28925/2663-4023.2023.21.193210.

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The article analyzes approaches to software development that allow creating complex container applications with a microservice architecture based on automation tools and flexible development methods. The development of cloud technologies, the global strategy of containerization, the modernization of the application architecture, and the increase in security requirements have led to a change in the application development methodology. The study aims to determine approaches to increase the speed of development, security and quality of software code of containerized applications by implementing s
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Ravi chandra Thota. "Modernizing Monolithic Applications with Gitops Orchestrated Microservices Using Argocd, IAM, and AWS Infrastructure." International Journal of Latest Technology in Engineering Management & Applied Science 14, no. 4 (2025): 87–98. https://doi.org/10.51583/ijltemas.2025.140400011.

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Abstract: Modern companies need to transform their legacy monolithic applications into microservices as their essential approach for obtaining better scalability and flexibility and enhanced performance in cloud-native infrastructure. The text examines the process of changing monolithic frameworks into ArgoCD-managed microservices through a combination of IAM and AWS infrastructure. The study evaluates the advantages of this migration process to show how these systems combine their operations for managing deployment workflows while enhancing security measures and scaling cloud environments. Th
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Stepanov, O. V., and H. I. Klym. "METHODOLOGY OF IMPLEMENTATION OF INFORMATION SYSTEMS USING MICRO INTERFACES TO INCREASE THE QUALITY AND SPEED OF THEIR DEVELOPMENT." Computer systems and network 6, no. 2 (2024): 219–27. https://doi.org/10.23939/csn2024.02.219.

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Abstract: Microservices represent a software development approach, a variation of service-oriented architecture, that structures an application as a collection of loosely connected services. The aim of this work is to explore the design and implementation methodology for information systems using micro-interfaces to enhance development quality and speed while simplifying their usage. This work proposes a method for transitioning from a monolithic software architecture to a microservice architecture. A brief review of existing research on architecture reengineering is provided, and the advantag
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Stepanov, O. V., and H. I. Klym. "METHODOLOGY OF IMPLEMENTATION OF INFORMATION SYSTEMS USING MICRO INTERFACES TO INCREASE THE QUALITY AND SPEED OF THEIR DEVELOPMENT." Computer systems and network 6, no. 2 (2024): 222–31. https://doi.org/10.23939/csn2024.02.222.

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Abstract: Microservices represent a software development approach, a variation of service-oriented architecture, that structures an application as a collection of loosely connected services. The aim of this work is to explore the design and implementation methodology for information systems using micro-interfaces to enhance development quality and speed while simplifying their usage. This work proposes a method for transitioning from a monolithic software architecture to a microservice architecture. A brief review of existing research on architecture reengineering is provided, and the advantag
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Rahul, Ranjan. "Leveraging Microservices and Serverless Architectures for Enhanced Enterprise Agility." Applied Science and Engineering Journal for Advanced Research 4, no. 2 (2025): 22–29. https://doi.org/10.5281/zenodo.15205099.

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This study investigates the impact of serverless and microservice architectures on the agility, scalability, and cost efficiency of an enterprise. Modern digital enterprises can no longer rely on traditional monolithic architectures due to constraints on deployment velocity, flexibility, and scalability. The research underlines the far-reaching benefits of microservices in modularity, resource consumption, and development cycle time optimization, while also noting the benefits of serverless computing in infrastructure expenditure, auto-scaling capabilities, and performance enhancement. Moreove
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Tejaswi Adusumilli. "Unraveling microservices architecture for enterprise integration." World Journal of Advanced Research and Reviews 26, no. 1 (2025): 330–38. https://doi.org/10.30574/wjarr.2025.26.1.1072.

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This article provides a comprehensive exploration of microservices architecture as a paradigm for enterprise integration, examining both theoretical foundations and practical implementation strategies. Beginning with the conceptual underpinnings that distinguish microservices from monolithic and service-oriented approaches, the article progresses through technical components essential for effective integration, including API gateways, service discovery mechanisms, communication protocols, data consistency patterns, and event-driven architectures. By analyzing enterprise integration patterns ad
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Dashdamirli, N. "INTEGRATION OF MICROSERVICES ARCHITECTURE IN MICROCONTROLLER-BASED INTERNET OF THINGS SYSTEMS." Sciences of Europe, no. 143 (June 26, 2024): 99–102. https://doi.org/10.5281/zenodo.12540935.

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Microservices offer a method for designing and developing robust and scalable software systems. Despite the differences in their focus, Internet of Things systems have similar requirements to microservices architecture, which makes application of microservices beneficial in the field. This paper proposes a novel approach to address the problem of application of microservices in Internet of Things systems built on microcontroller-based devices. This approach is based on virtualization and clusterization of microcontrollers over network and has several advantages over traditional bare-metal deve
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Shanu Khare, Payal Thakur, Navjot Singh Talwandi, and Vikash Yadav. "Securing Microservice Architecture: Load Balancing and Role-Based Access Control." International Journal on Engineering Artificial Intelligence Management, Decision Support, and Policies 1, no. 1 (2024): 21–28. https://doi.org/10.63503/j.ijaimd.2024.7.

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This study focuses on the security aspects within microservice architecture, particularly addressing load balancing and role-based access control (RBAC). Exploring the intersection of load balancing techniques and RBAC mechanisms, the research aims to enhance the security posture of microservices. By evalu-ating strategies for efficient load distribution and implementing RBAC proto-cols, the study seeks to fortify the architecture against potential vulnerabili-ties. The integration of load balancing and RBAC not only ensures optimized resource utilization but also strengthens access control me
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Pryhoda, A. Ya. "SOFTWARE MIGRATION FROM MONOLITHIC ARCHITECTURE TO MICROSERVICES ARCHITECTURE AS A WAY OF PROTECTING CRM SYSTEMS." Ukrainian Journal of Information Technology 6, no. 2 (2024): 90–97. https://doi.org/10.23939/ujit2024.02.090.

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The study of this work was focused on the process of protecting CRM systems in the conditions of the transition of software, which is the main part of CRM systems from a monolithic architecture to an architecture based on microservices. This article explores a migration strategy using the Strangler Fig pattern that facilitates the incremental adoption of microservices while maintaining compatibility with the existing monolith. A key aspect of a migration strategy is choosing a framework, such as the Framework for Microservices Migrations (FMM), that standardizes development practices and helps
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Vedicherla, Nagaraju. "The Impact of Microservices in Modern Departure Control Systems." International Journal of Engineering and Advanced Technology Studies 13, no. 2 (2025): 22–35. https://doi.org/10.37745/ijeats.13/vol13n22235.

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Microservices architecture has transformed modern Departure Control Systems (DCS) by addressing the limitations of traditional monolithic approaches in airline operations. This article explores how microservices enhance DCS functionality through improved scalability, system resilience, accelerated development cycles, real-time data processing capabilities, and seamless third-party integrations. While identifying implementation challenges including service orchestration complexity, data consistency issues, and security concerns, the article presents solutions through case studies of successful
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Amreshwara Chary Suroju. "Integration of Zuora Billing System in Microservices Architecture: A Spring Boot Implementation." Journal of Computer Science and Technology Studies 7, no. 4 (2025): 1060–68. https://doi.org/10.32996/jcsts.2025.7.4.120.

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The integration of Zuora billing systems within microservices architecture represents a critical capability for organizations seeking to implement robust subscription management solutions. This comprehensive article explores the architectural framework, implementation strategies, and operational considerations for effectively incorporating Zuora within Spring Boot-based microservices environments. The global subscription billing market continues expanding rapidly, with Zuora maintaining significant market share through its extensive API capabilities that facilitate automation across diverse ge
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Researcher. "SCALABLE MICROSERVICES FOR REAL-TIME BIG DATA PROCESSING IN THE CLOUD." International Journal of Research in Computer Applications and Information Technology (IJRCAIT) 7, no. 2 (2024): 2250–58. https://doi.org/10.5281/zenodo.14441837.

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The use of scalable microservices for real-time large data processing in cloud systems is examined in this article. It looks at how modern businesses can handle large data volumes with little delay by using microservices architecture. The article illustrates how microservices outperform conventional batch processing techniques in stream processing scenarios by analyzing a number of components, such as data input, message broker integration, and processing layers. In order to facilitate effective data processing at scale, it also looks into resource management techniques, auto-scaling systems,
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Mehboob, Sheik Asif. "Orchestrating the Distributed Enterprise: Microservices as Catalysts for Systems Integration Evolution." International Journal of Small Business and Entrepreneurship Research 13, no. 1 (2025): 73–88. https://doi.org/10.37745/ijsber.2013/vol13n17388.

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This article examines the transformative impact of microservice architectures on enterprise systems integration and architectural frameworks. By analyzing the shift from monolithic designs to loosely coupled service ecosystems, the article explores how organizations navigate the tension between increased development agility and emerging integration challenges. The article evaluates implementation patterns, including API gateways, containerization technologies, and service meshes, as enablers of scalable, flexible architectures. Drawing on case studies from the finance, healthcare, and e-commer
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Vikas, Kulkarni. "Seamless Integration of Legacy Systems with Modern Microservices Frameworks." INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH AND CREATIVE TECHNOLOGY 7, no. 1 (2021): 1–12. https://doi.org/10.5281/zenodo.14752590.

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The integration of legacy systems with modern microservices frameworks represents a pivotal challenge in the digital transformation journey of organizations. Legacy systems, often monolithic and rigid, pose substantial obstacles to agility, scalability, and innovation. Microservices, by contrast, offer modularity, independence, and scalability. This paper explores strategies, architectures, and technologies for integrating these two paradigms seamlessly. We discuss practical approaches, highlight real-world applications in banking and financial domains, and present challenges alongside solutio
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Narendar, Kumar Ale. "Strategies for Automating Tests in A Microservices-Based Application." European Journal of Advances in Engineering and Technology 7, no. 6 (2020): 84–90. https://doi.org/10.5281/zenodo.12754689.

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Microservices architecture has become increasingly popular for developing large-scale, complex applications due to its modularity, scalability, and flexibility. However, testing microservices poses unique challenges compared to monolithic applications. This paper explores various strategies for automating tests in a microservices-based application, focusing on unit, integration, contract, end-to-end, and performance testing. By leveraging appropriate tools and best practices, organizations can ensure their microservices' reliability, efficiency, and robustness.
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Duggirala, Sanghamithra, and Dr S. P. Singh. "Securing Microservices in the Cloud: Addressing Emerging Threats and Vulnerabilities." International Journal of Research in Modern Engineering & Emerging Technology 13, no. 3 (2025): 264–74. https://doi.org/10.63345/ijrmeet.org.v13.i3.16.

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Cloud computing and microservices architectures have revolutionized software development, yet their distributed nature introduces novel security challenges that demand innovative defenses. This paper investigates the critical aspects of securing microservices in cloud environments by addressing emerging threats and vulnerabilities. The study provides a comprehensive review of the risk landscape inherent to microservices, including issues such as insecure inter-service communications, vulnerable API endpoints, container misconfigurations, and inadequate identity and access management. By analyz
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Rogov, Dmitriy Vadimovich, and Aleksei Nikolaevich Alpatov. "Intellectual infrastructure for automated control and interoperability of microservices in cloud environments." Программные системы и вычислительные методы, no. 2 (February 2025): 94–114. https://doi.org/10.7256/2454-0714.2025.2.74760.

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In the context of rapid growth in the scale and complexity of information systems, the questions of effective integration and support of microservices architectures are becoming increasingly relevant. One of the key challenges is ensuring the interoperability of software components, which implies the ability to reliably exchange data and share information between various services implemented using heterogeneous technologies, protocols, and data formats. In this work, the subject of research is the formalization and construction of an intelligent system ensuring the interoperability of microser
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Aswinkumar Dhandapani. "Automated testing in microservices environments: A comprehensive approach." Global Journal of Engineering and Technology Advances 23, no. 2 (2025): 207–14. https://doi.org/10.30574/gjeta.2025.23.2.0162.

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This article examines automated testing practices in microservices architectures, addressing the unique challenges of validating distributed systems. Beginning with an exploration of fundamental testing challenges in microservices environments, the discussion progresses through layered testing strategies, including unit, integration, contract, and end-to-end testing methodologies. The article evaluates specialized testing tools and technologies, emphasizing API testing frameworks, container orchestration platforms, contract testing solutions, and observability tools that support comprehensive
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Emmanuel Cadet, Olajide Soji Osundare, Harrison Oke Ekpobimi, Zein Samira, and Yodit Wondaferew Weldegeorgise. "Autonomous Vehicle Diagnostics and Support: A Framework for API-Driven Microservices." Engineering Science & Technology Journal 5, no. 10 (2024): 2934–65. http://dx.doi.org/10.51594/estj.v5i10.1647.

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The rapid evolution of autonomous vehicles (AVs) demands robust and scalable diagnostic and support systems to ensure seamless operations, safety, and performance. This paper presents a framework for API-driven microservices tailored to address the unique diagnostic and support requirements of AVs. Traditional monolithic systems are insufficient for managing the complex, real-time data generated by AVs, necessitating a shift toward microservices architecture. By leveraging API-driven microservices, the proposed framework ensures modularity, scalability, and real-time communication between vari
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Preetham Kumar Dammalapati. "Advances in cloud-native microservices for system integration." World Journal of Advanced Research and Reviews 26, no. 3 (2025): 196–206. https://doi.org/10.30574/wjarr.2025.26.3.2165.

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Cloud-native microservices have revolutionized system integration strategies across enterprise architectures, offering unprecedented advantages in scalability, resilience, and agility. This architectural paradigm decomposes monolithic applications into independently deployable, loosely coupled services that can be developed and managed separately. The transition to microservices enables more efficient development cycles through container-based deployments while allowing teams to work autonomously on distinct components. Modern integration patterns, including API-first design, event-driven comm
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Aitlmoudden, Othmane, Mohamed Housni, Nisrine Safeh, and Abdelwahed Namir. "A Microservices-based Framework for Scalable Data Analysis in Agriculture with IoT Integration." International Journal of Interactive Mobile Technologies (iJIM) 17, no. 19 (2023): 147–56. http://dx.doi.org/10.3991/ijim.v17i19.40457.

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We propose a microservices-based framework for scalable data analysis in agriculture with IoT integration, leveraging the flexibility and modularity of microservices architecture to build a highly adaptable, maintainable, and efficient data analysis system. This framework allows for faster data processing and carry a diversity of agricultural data analysis tasks while maintaining scalability and fault tolerance. Despite the potential benefits, several challenges and obstacles need to be addressed, such as data integration and standardization, the development of agricultural-specific analytical
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Geetha Sharanya Bolla. "Emerging technologies in healthcare data integration: A microservices approach." World Journal of Advanced Engineering Technology and Sciences 15, no. 2 (2025): 405–9. https://doi.org/10.30574/wjaets.2025.15.2.0554.

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Emerging technologies in healthcare data integration are transforming the landscape of medical information systems through microservices architecture. Healthcare organizations face significant challenges with fragmented, monolithic systems that impede efficient patient care delivery and operational performance. This comprehensive article on healthcare data integration reveals the evolution from isolated electronic health record systems with point-to-point interfaces to modern, cloud-native architectures leveraging microservices. The transition demonstrates quantifiable improvements across mult
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Redika Westama Putra, Bernardus, and Evangs Mailoa. "Implementation of Microservices in Fintech Applications Using Expressis Framework." Eduvest - Journal Of Universal Studies 1, no. 7 (2021): 559–67. http://dx.doi.org/10.36418/edv.v1i7.103.

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Along with the development of software architecture, the emergence of microservice architecture has become a trend used by developers in recent years. This study aims to analyze the implementation of microservices in Fintech applications using the ExpressJs framework. The method used in this research is descriptive qualitative method. This study uses a library research method that refers to resources available both online and offline such as: scientific journals, books and news sourced from trusted sources. The method used in making the application is DevOps. In this method, there are eight st
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Redika Westama Putra, Bernardus, and Evangs Mailoa. "Implementation of Microservices in Fintech Applications Using Expressis Framework." Eduvest - Journal of Universal Studies 1, no. 7 (2021): 559–67. http://dx.doi.org/10.59188/eduvest.v1i7.103.

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Along with the development of software architecture, the emergence of microservice architecture has become a trend used by developers in recent years. This study aims to analyze the implementation of microservices in Fintech applications using the ExpressJs framework. The method used in this research is descriptive qualitative method. This study uses a library research method that refers to resources available both online and offline such as: scientific journals, books and news sourced from trusted sources. The method used in making the application is DevOps. In this method, there are eight st
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Emmanuel Cadet, Olajide Soji Osundare, Harrison Oke Ekpobimi, Zein Samira, and Yodit Wondaferew Weldegeorgise. "Autonomous vehicle diagnostics and support: a framework for API-Driven microservices." Open Access Research Journal of Engineering and Technology 7, no. 2 (2024): 070–100. http://dx.doi.org/10.53022/oarjet.2024.7.2.0058.

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The rapid evolution of autonomous vehicles (AVs) demands robust and scalable diagnostic and support systems to ensure seamless operations, safety, and performance. This paper presents a framework for API-driven microservices tailored to address the unique diagnostic and support requirements of AVs. Traditional monolithic systems are insufficient for managing the complex, real-time data generated by AVs, necessitating a shift toward microservices architecture. By leveraging API-driven microservices, the proposed framework ensures modularity, scalability, and real-time communication between vari
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Salim, Yulita, Ismunandar Muis, Lukman Syafie, Huzain Azis, and Abdul Rachman Manga. "One-gateway system in managing campus information system using microservices architecture." Bulletin of Social Informatics Theory and Application 7, no. 2 (2023): 83–91. http://dx.doi.org/10.31763/businta.v7i2.635.

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Universitas Muslim Indonesia (UMI) has developed several applications for managing the campus's digital information and management systems, both internally and externally. However, several applications were previously created in the development of information system applications at UMI. However, these applications were not well-suited for long-term use due to their complexity and lack of integration. Therefore, UMI aims to create a fully integrated and well-managed campus information system by implementing the concept of microservices. The microservices approach involves dividing large applica
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Anusha Reddy Guntakandla. "Microservices and Modular Architecture: Revolutionizing E-Commerce Scalability." Journal of Computer Science and Technology Studies 7, no. 4 (2025): 133–37. https://doi.org/10.32996/jcsts.2025.7.4.15.

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This article examines the transformative impact of microservices and modular architecture on e-commerce platforms, highlighting the shift from traditional monolithic systems to more scalable and efficient architectures. The article analyzes the limitations of monolithic systems in handling increased transaction volumes and explores how microservices architecture revolutionizes e-commerce platform performance, scalability, and innovation capabilities. Through a comprehensive analysis of the current article and a detailed case study of architectural evolution, this article demonstrates the signi
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Singh, Amarjeet. "Microservices Security Vulnerability Remediation approach using Veracode and Checkmarx." Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023 4, no. 1 (2024): 145–51. http://dx.doi.org/10.60087/jaigs.v4i1.128.

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Abstract — As organizations increasingly adopt microservices architectures for building scalable and resilient applications, ensuring the security of these distributed systems becomes paramount. In this empirical study, we conduct a comprehensive comparative analysis to assess the efficacy of three leading security scanning tools, namely Veracode, Snyk, and Checkmarx, in identifying and remedying security vulnerabilities within microservices applications deployed on the AWS and Azure cloud platforms. The study aims to provide nuanced insights into the performance, usability, and integration ca
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Kassetty, Nikhil, and Prof (Dr ). Arpit Jain. "FIN-EVENTS+: Designing Scalable Event-Driven Microservice Architectures for Real-Time Payment Processing and Transaction Management in Modern Financial Systems." International Journal of Research in Modern Engineering & Emerging Technology 13, no. 3 (2025): 204–15. https://doi.org/10.63345/ijrmeet.org.v13.i3.12.

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FIN-EVENTS+ is an innovative architectural framework that leverages event-driven microservices to revolutionize real-time payment processing and transaction management within modern financial systems. This study presents a scalable, distributed design that addresses the increasing demand for rapid, reliable, and secure financial transactions in a dynamic digital economy. By integrating asynchronous communication protocols and event sourcing techniques, FIN-EVENTS+ efficiently handles high-volume transactions while ensuring data consistency and minimizing latency. The system’s modular microserv
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Samrat Medavarapu, Sachin. "Building Resilient Microservices: Insights into ASP.NET Core and Docker Integration." International Journal of Science and Research (IJSR) 12, no. 1 (2023): 1333–36. http://dx.doi.org/10.21275/sr24810073719.

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Researcher. "SERVERLESS COMPUTING: A PARADIGM SHIFT FOR SCALABLE MICROSERVICES." International Journal of Computer Engineering and Technology (IJCET) 15, no. 6 (2024): 1000–1013. https://doi.org/10.5281/zenodo.14282225.

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The advent of serverless computing has introduced a significant paradigm shift in the design and deployment of scalable microservices. Traditional microservices architectures often require substantial infrastructure management, leading to operational overhead and resource utilization challenges. This comprehensive article explores how serverless computing transforms the scalability and efficiency of microservices architectures, examining the evolution from traditional deployment models to modern serverless implementations. The article investigates key architectural considerations, implementati
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Yamashkin, Anatoliy A., and Stanislav A. Yamashkin. "Geoportals as a tool for access to cloud storage of metageosystems data." Izvestiya of Saratov University. Earth Sciences 22, no. 4 (2022): 251–61. http://dx.doi.org/10.18500/1819-7663-2022-22-4-251-261.

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The article is devoted to solving the scientific problem of spatial data storage management using geoportal systems on the basis of solving the scientific problem of analyzing the patterns of spatiotemporal organization of complex dynamic hierarchically organized metageosystems. The paper proves that the problem of integrating large arrays of spatial information in spatial data infrastructures (SDIs) can be solved by designing multi-model storages operating on the basis of database management systems of different classes. To improve the reliability of spatial data integration systems, it is ad
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Sekar Mylsamy and Er. Aman Shrivastav. "API Design and Integration in a Microservices Environment." International Journal for Research Publication and Seminar 16, no. 1 (2025): 409–19. https://doi.org/10.36676/jrps.v16.i1.205.

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In today’s rapidly evolving software landscape, microservices have emerged as a robust architectural approach that promotes scalability, agility, and resilience. This paper examines the critical role of API design and integration within a microservices environment, focusing on how well-architected APIs can streamline communication among discrete services. It delves into the principles of crafting RESTful APIs that adhere to industry best practices while also exploring alternative paradigms like GraphQL and gRPC. Emphasis is placed on ensuring consistency, security, and performance across distr
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Omoniyi Babatunde Johnson, Jeremiah Olamijuwon, Emmanuel Cadet, Olajide Soji Osundare, and Harrison Oke Ekpobimi. "Building a microservices architecture model for enhanced software delivery, business continuity and operational efficiency." International Journal of Frontiers in Engineering and Technology Research 7, no. 2 (2024): 070–81. http://dx.doi.org/10.53294/ijfetr.2024.7.2.0050.

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The adoption of microservices architecture has revolutionized software development, enabling organizations to achieve greater flexibility, scalability, and resilience. This review explores the design and implementation of a microservices architecture model to enhance software delivery, ensure business continuity, and improve operational efficiency. Unlike traditional monolithic systems, microservices break down applications into smaller, independent services that can be developed, deployed, and scaled independently. This architectural shift accelerates release cycles, optimizes resource utiliz
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Lyu, H., L. Miao, D. Jiao, and Q. Zhong. "THE DESIGN OF SCALABLE WEB GIS MICROSERVICE FRAMEWORK FOR UNDERGRADUATE EDUCATION." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences X-5/W1-2023 (May 23, 2023): 45–49. http://dx.doi.org/10.5194/isprs-annals-x-5-w1-2023-45-2023.

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Abstract. As an interdisciplinary integration of GIS theory and network technology, Web GIS is of great significance for the comprehensive development of students’ GIS capability. Therefore, this paper targets undergraduate GIS education and presents a novel approach to designing a scalable Web GIS microservices framework, which consists of three essential components: scalable Web GIS microservices using RESTful APIs, scalable geographic data source provider using PostGIS, and scalable Web mapping and symbolization using JavaScript. In the GIS practice, students are expected to utilize Python,
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Rajesh Kesavalalji. "Scalable and fault-tolerant microservices architecture: Leveraging AI-driven orchestration in distributed cloud systems." International Journal of Science and Research Archive 13, no. 1 (2024): 3501–11. https://doi.org/10.30574/ijsra.2024.13.1.1566.

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Artificial intelligence in microservices orchestration takes cloud computing to the next level, creating a fully automated, scalable, and efficient environment. Ai orchestration can optimize resource allocation along with increased fault tolerance in predictive analytics for large applications. This paper speaks about the contribution of AI in microservices orchestration, which has real-life applications like Netflix, Uber, and Amazon. Major differences between AI-enhanced microservices management and traditional microservices management include reliability in services through AI, performance,
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Patil, Pragati Prashant. "Implementing Microservices Architecture using Spring Boot." International Journal of Advance and Applied Research S6, no. 23 (2025): 226–31. https://doi.org/10.5281/zenodo.15195129.

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<em>Microservices architecture is a contemporary method of designing software that prioritizes maintainability, scalability, and adaptability. Decomposing monolithic systems into smaller, independent services can help organizations become more agile and accelerate their delivery cycles. Large monolithic apps can now be broken down into smaller, independent services thanks to microservices design, which has arisen as a response to these problems. This study investigates the usage of Spring Boot, a popular framework for creating Java-based applications, to develop microservices architecture. Wit
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Putapu, Anil. "AI-Enhanced Microservices: Integrating Machine Learning Pipelines in Java Cloud Environments." International Journal of Computing and Engineering 7, no. 19 (2025): 37–50. https://doi.org/10.47941/ijce.3059.

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The convergence of microservices architecture and machine learning technologies represents a transformative paradigm in enterprise software development. This article explores the architectural foundations, integration strategies, and practical implementations of AI-enhanced microservices with a focus on Java-based cloud environments. The discussion examines framework selection considerations between Spring Boot and Quarkus, model modularity principles, and service mesh integration for machine learning components. Various integration approaches, including TensorFlow Java, ONNX Runtime, and even
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Hemanth, Kumar. "The Impact of Microservices on Customer Experience in Airline Systems." Journal of Advances in Developmental Research 15, no. 2 (2024): 1–4. https://doi.org/10.5281/zenodo.14851279.

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The airline industry relies heavily on digital transformation to enhance customer experience and operational efficiency. The adoption of microservices architecture has emerged as a crucial factor in modernizing airline systems, enabling scalability, flexibility, and real-time responsiveness. This paper examines how microservices impact customer experience in airline operations by improving booking processes, flight management, customer support, and overall system reliability. Through case studies and industry analysis, we explore the benefits, challenges, and best practices associated with imp
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Sundareswaran, Aneeshkumar Perukilakattunirappel, and Prof (Dr) Ajay Shriram Kushwaha. "Microservices and DevOps: Accelerating eCommerce Delivery." International Journal of Research in Humanities and Social Sciences 13, no. 3 (2025): 112–32. https://doi.org/10.63345/ijrhs.net.v13.i3.7.

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The combination of microservices and DevOps has revolutionized the delivery and scalability of eCommerce platforms, enabling faster time-to-market, improved customer experiences, and operational efficiency. Microservices, an architectural approach where an application is decomposed into loosely coupled, independently deployable services, allows eCommerce businesses to scale and update their systems more efficiently. By breaking down complex monolithic applications, microservices provide flexibility and resilience, allowing businesses to quickly adapt to market demands and customer preferences.
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Emmanuel Cadet, Olajide Soji Osundare, Harrison Oke Ekpobimi, Zein Samira, and Yodit Wondaferew Weldegeorgise. "Cloud migration and microservices optimization framework for large-scale enterprises." Open Access Research Journal of Engineering and Technology 7, no. 2 (2024): 046–59. http://dx.doi.org/10.53022/oarjet.2024.7.2.0059.

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As large-scale enterprises increasingly adopt cloud computing, the need for a structured framework to guide seamless cloud migration and optimize microservices architecture becomes critical. This review presents a comprehensive designed to address the challenges and opportunities associated with transitioning to cloud environments and optimizing microservices for performance, scalability, and security. The review begins with an assessment of the enterprise’s current infrastructure, emphasizing a phased approach to cloud migration. It outlines key strategies such as lift-and-shift, re-platformi
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Mahesh Kumar Venkata Sri Parimala Sai Pillutla. "LLM-powered logistics: An Architectural Framework for Microservices Integration." World Journal of Advanced Engineering Technology and Sciences 15, no. 3 (2025): 1633–39. https://doi.org/10.30574/wjaets.2025.15.3.1078.

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Integrating Large Language Models (LLMs) into enterprise-scale microservices architectures presents transformative opportunities for the logistics sector to enhance operational efficiency and customer experience. This article introduces a comprehensive architectural framework that seamlessly incorporates LLMs into complex, high-throughput logistics environments built on modern cloud-native technologies. The framework addresses critical integration challenges across three core logistics functions: automated data processing workflows, intelligent customer support systems, and operational optimiz
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Mounika Lakka. "Demystifying Microservices Architecture: Breaking the Monolith." Journal of Computer Science and Technology Studies 7, no. 7 (2025): 813–22. https://doi.org/10.32996/jcsts.2025.7.7.87.

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The transformation from monolithic to microservices architecture represents a fundamental evolution in enterprise software development, addressing the growing complexity of modern applications through distributed system design principles. Monolithic applications, resembling traditional department stores where all functions operate within unified structures, face significant limitations, including deployment bottlenecks, scaling inefficiencies, and technology constraints that hinder organizational agility and innovation speed. Microservices architecture decomposes these large applications into
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