From NIIM to DTSN: Structuring the Network Information Interaction Landscape

We propose a paradigm shift in networking: from buffer-centric transport to time-driven orchestration. This note defines DTSN, a systemic model for declared and temporally bounded flows, and introduces NGIS/IDT as its first implementation, designed for AI-native and deterministic infrastructures. By aligning transport with intent semantics and precision time synchronization, NGIS/IDT addresses the strict cadence and microsecond determinism required by modern AI workloads. This work lays the foundation for a new generation of interconnection systems where the network interprets why and when, not just where

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-19
DOI
https://doi.org/10.5281/zenodo.19187932
Primary Topic
Network Time Synchronization Technologies
Type
article
Field-Weighted Citation Impact
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article

From NIIM to DTSN: Structuring the Network Information Interaction Landscape

Kamel SADANI
Zenodo (CERN European Organization for Nuclear Research)
Network Time Synchronization Technologies
article

From NIIM to DTSN: Structuring the Network Information Interaction Landscape

Kamel SADANI
article en

Abstract

We propose a paradigm shift in networking: from buffer-centric transport to time-driven orchestration. This note defines DTSN, a systemic model for declared and temporally bounded flows, and introduces NGIS/IDT as its first implementation, designed for AI-native and deterministic infrastructures. By aligning transport with intent semantics and precision time synchronization, NGIS/IDT addresses the strict cadence and microsecond determinism required by modern AI workloads. This work lays the foundation for a new generation of interconnection systems where the network interprets why and when, not just where

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 21%
Network Time Synchronization Technologies
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From NIIM to DTSN: Structuring the Network Information Interaction Landscape — Kamel SADANI · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS