Cloud-Native Architectures for Mission-Critical Banking Platforms

The rapid evolution of digital banking and financial services has placed immense pressure on traditional IT infrastructures to deliver resilient, scalable and secure platforms.This paper examines the transformation of mission-critical banking systems through the adoption of cloud-native architectures.Monolithic systems have historically limited scalability, agility and compliance enforcement in financial institutions.Cloud-native designs-built on microservices, Kubernetes, service meshes and containerized workloads-enable distributed systems that can handle millions of transactions per second with improved resilience and elasticity.We present a detailed exploration of core architectural elements including microservices decomposition orchestration frameworks, CI/CD pipelines, hybrid and multi-cloud strategies and security practices such as zero-trust enforcement and quantum-safe cryptography.Case studies from leading global banks are included, demonstrating reductions in downtime, faster time-to-market for new services and measurable improvements in disaster recovery readiness.We also discuss operational challenges such as service sprawl, observability complexity and compliance auditing across distributed systems.Future research opportunities in AI-driven observability, blockchain-based compliance auditing and edge-cloud banking are highlighted.The findings emphasize that cloud-native architectures represent not merely an IT upgrade, but a paradigm shift essential for enabling secure, efficient and compliant financial ecosystems worldwide.

Authors

Publication Details

Journal
Journal of Artificial Intelligence Machine Learning and Data Science
Published
2025-09-20
DOI
https://doi.org/10.51219/jaimld/manojkumar-reddy-peddamallu/602
Primary Topic
Service-Oriented Architecture and Web Services
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cloud-Native Architectures for Mission-Critical Banking Platforms

Manojkumar Reddy Peddamallu
Journal of Artificial Intelligence Machine Learning and Data Science
Service-Oriented Architecture and Web Services
article

Cloud-Native Architectures for Mission-Critical Banking Platforms

Manojkumar Reddy Peddamallu
article en

Abstract

The rapid evolution of digital banking and financial services has placed immense pressure on traditional IT infrastructures to deliver resilient, scalable and secure platforms.This paper examines the transformation of mission-critical banking systems through the adoption of cloud-native architectures.Monolithic systems have historically limited scalability, agility and compliance enforcement in financial institutions.Cloud-native designs-built on microservices, Kubernetes, service meshes and containerized workloads-enable distributed systems that can handle millions of transactions per second with improved resilience and elasticity.We present a detailed exploration of core architectural elements including microservices decomposition orchestration frameworks, CI/CD pipelines, hybrid and multi-cloud strategies and security practices such as zero-trust enforcement and quantum-safe cryptography.Case studies from leading global banks are included, demonstrating reductions in downtime, faster time-to-market for new services and measurable improvements in disaster recovery readiness.We also discuss operational challenges such as service sprawl, observability complexity and compliance auditing across distributed systems.Future research opportunities in AI-driven observability, blockchain-based compliance auditing and edge-cloud banking are highlighted.The findings emphasize that cloud-native architectures represent not merely an IT upgrade, but a paradigm shift essential for enabling secure, efficient and compliant financial ecosystems worldwide.

Journal of Artificial Intelligence Machine Learning and Data ScienceVol. 3(3)
Openalex Percentile: Top 62%
Service-Oriented Architecture and Web Services
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.