PRAGMA: A Normative REST API Framework for Cross-Standard Declarative Intent Management in Distributed Networks

A growing class of open standards for distributed system management defines rich information models for intent — structured declarations of desired system state specifying objectives, constraints, targets, and fulfilment conditions. These specifications, spanning telecommunications network management, O-RAN, NFV orchestration, and cloud-native infrastructure, consistently stop at the boundary where they become useful: no REST API binding exists that makes intent information models machine-callable across vendor and platform boundaries. This paper proposes PRAGMA — a normative REST API design that bridges declarative intent information models to an OpenAPI 3.1 resource contract. PRAGMA introduces a four-resource model, a negotiation workflow as a REST state machine, and a cross-standard comparison that surfaces both alignment opportunities and irreconcilable gaps requiring new standardisation work. The design is information-model normative, REST convention compliant, cross-standard aligned, and OpenAPI 3.1 specified — enabling auto-generation of client/server stubs and conformance test tooling applicable to intent-driven network automation, zero-touch provisioning (ZTP), and autonomous network management. A reference implementation path using FastAPI, Kubernetes Custom Resource Definitions, and CNCF CloudEvents is described. PRAGMA is designed to be independently implementable by any platform without proprietary adaptation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-14
DOI
https://doi.org/10.5281/zenodo.22736729
Primary Topic
Mobile Agent-Based Network Management
Type
preprint
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preprint

PRAGMA: A Normative REST API Framework for Cross-Standard Declarative Intent Management in Distributed Networks

Sumit Kumar Mitra
Zenodo (CERN European Organization for Nuclear Research)
Mobile Agent-Based Network Management
preprint

PRAGMA: A Normative REST API Framework for Cross-Standard Declarative Intent Management in Distributed Networks

Sumit Kumar Mitra
preprint en

Abstract

A growing class of open standards for distributed system management defines rich information models for intent — structured declarations of desired system state specifying objectives, constraints, targets, and fulfilment conditions. These specifications, spanning telecommunications network management, O-RAN, NFV orchestration, and cloud-native infrastructure, consistently stop at the boundary where they become useful: no REST API binding exists that makes intent information models machine-callable across vendor and platform boundaries. This paper proposes PRAGMA — a normative REST API design that bridges declarative intent information models to an OpenAPI 3.1 resource contract. PRAGMA introduces a four-resource model, a negotiation workflow as a REST state machine, and a cross-standard comparison that surfaces both alignment opportunities and irreconcilable gaps requiring new standardisation work. The design is information-model normative, REST convention compliant, cross-standard aligned, and OpenAPI 3.1 specified — enabling auto-generation of client/server stubs and conformance test tooling applicable to intent-driven network automation, zero-touch provisioning (ZTP), and autonomous network management. A reference implementation path using FastAPI, Kubernetes Custom Resource Definitions, and CNCF CloudEvents is described. PRAGMA is designed to be independently implementable by any platform without proprietary adaptation.

Zenodo (CERN European Organization for Nuclear Research)
Rakuten (Japan) (JP)
Industry, innovation and infrastructure
Mobile Agent-Based Network Management
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PRAGMA: A Normative REST API Framework for Cross-Standard Declarative Intent Management in Distributed Networks — Sumit Kumar Mitra · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS