Policy-Driven Infrastructure Validation for Network Modernization

Network infrastructure refresh projects traditionally focus on hardware replacement while neglecting the critical aspect of configuration standardization and policy enforcement, resulting in configuration inconsistencies and operational challenges that persist despite successful hardware upgrades. This article introduces NetConForm, a policy-based infrastructure standardization and validation framework designed specifically for large-scale network refresh initiatives that addresses the fundamental gap between hardware modernization and configuration standardization. The framework implements a comprehensive three-tier architecture consisting of a Policy Definition Layer that employs declarative baseline systems, a Validation Engine leveraging Python-based automation libraries for multi-vendor device interaction, and a Compliance Reporting System that maintains version-controlled repositories of configuration states. Through empirical evaluation across multiple enterprise network refresh projects, NetConForm demonstrates significant improvements in operational efficiency, compliance outcomes, and network reliability by transforming refresh projects from simple replacement exercises into opportunities for comprehensive infrastructure optimization. The framework's automated approach to configuration management, drawing from principles established in Infrastructure as Code and modern security configuration management practices, enables organizations to achieve systematic policy enforcement, proactive compliance validation, and continuous monitoring that aligns technical standards with business objectives and regulatory requirements.

Authors

Publication Details

Journal
International Journal of Computational and Experimental Science and Engineering
Published
2025-09-01
DOI
https://doi.org/10.22399/ijcesen.3808
Primary Topic
Software System Performance and Reliability
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Policy-Driven Infrastructure Validation for Network Modernization

Prasanth Kosaraju
International Journal of Computational and Experimental Science and Engineering
Software System Performance and Reliability
article

Policy-Driven Infrastructure Validation for Network Modernization

Prasanth Kosaraju
article en

Abstract

Network infrastructure refresh projects traditionally focus on hardware replacement while neglecting the critical aspect of configuration standardization and policy enforcement, resulting in configuration inconsistencies and operational challenges that persist despite successful hardware upgrades. This article introduces NetConForm, a policy-based infrastructure standardization and validation framework designed specifically for large-scale network refresh initiatives that addresses the fundamental gap between hardware modernization and configuration standardization. The framework implements a comprehensive three-tier architecture consisting of a Policy Definition Layer that employs declarative baseline systems, a Validation Engine leveraging Python-based automation libraries for multi-vendor device interaction, and a Compliance Reporting System that maintains version-controlled repositories of configuration states. Through empirical evaluation across multiple enterprise network refresh projects, NetConForm demonstrates significant improvements in operational efficiency, compliance outcomes, and network reliability by transforming refresh projects from simple replacement exercises into opportunities for comprehensive infrastructure optimization. The framework's automated approach to configuration management, drawing from principles established in Infrastructure as Code and modern security configuration management practices, enables organizations to achieve systematic policy enforcement, proactive compliance validation, and continuous monitoring that aligns technical standards with business objectives and regulatory requirements.

International Journal of Computational and Experimental Science and EngineeringVol. 11(3)
Openalex Percentile: Top 73%
Software System Performance and Reliability
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.