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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 8 | Month- August 2026

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  Published Paper Details:

  Paper Title

Evaluation of Various API Gateways for Microservices Architecture in Accessing Orchestrated Deployment

  Authors

  Dr. Kamlendu Kumar Pandey

  Keywords

API Gateway; Microservices; Kubernetes; Orchestrated Deployment; Kong; NGINX; Traefik; Spring Cloud Gateway; Istio; Service Mesh; Load Balancing; Cloud-Native Architecture; Performance Evaluation

  Abstract


Microservices architecture has become the dominant paradigm for building scalable, independently deployable cloud-native applications, and orchestration platforms such as Kubernetes have emerged as the de facto standard for managing the lifecycle of these distributed services. As the number of microservices grows, an API gateway becomes essential for consolidating cross-cutting concerns such as routing, authentication, rate limiting, load balancing, and observability at the edge of the system. However, the proliferation of API gateway solutions -- including Kong, NGINX, Traefik, Spring Cloud Gateway, and the Istio Ingress Gateway -- makes the selection of an appropriate gateway for a given orchestrated deployment a non-trivial engineering decision. This paper presents an empirical evaluation of five widely used API gateways deployed on a Kubernetes-orchestrated microservices testbed. We measure and compare latency, throughput, error rate, CPU utilization, and memory footprint under varying levels of concurrent load, and we qualitatively compare the gateways on feature dimensions including service discovery integration, protocol support, extensibility, and operational complexity. Results indicate that NGINX-based gateways deliver the lowest latency and highest raw throughput for simple routing, Kong offers the strongest balance of performance and plugin-based extensibility, Traefik provides the most seamless Kubernetes-native service discovery, while Spring Cloud Gateway and the Istio Ingress Gateway trade raw performance for deeper integration with application-level and service-mesh-level concerns respectively. The paper concludes with guidance for architects choosing a gateway based on workload characteristics, team expertise, and operational priorities.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2608233

  Paper ID - 312610

  Page Number(s) - c110-c118

  Pubished in - Volume 14 | Issue 8 | August 2026

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Dr. Kamlendu Kumar Pandey,   "Evaluation of Various API Gateways for Microservices Architecture in Accessing Orchestrated Deployment", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 8, pp.c110-c118, August 2026, Available at :http://www.ijcrt.org/papers/IJCRT2608233.pdf

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Call For Paper August 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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