Melona Sentinel: A Deterministic Cognitive System for Hostile Route Analysis and Adversarial Forecasting Based on Real Server Logs

This Zenodo record contains the complete reproducibility package associated with the paper: “Melona Sentinel: A Deterministic Cognitive System for Hostile Route Analysis and Forecasting Based on Real Server Logs.” The upload includes the exact artifacts used in the study: The full published paper in PDF format Deterministic PHP analysis code (analizador_inteligente_rutas.php) Deterministic PHP visualization and forecasting interface (forecast_melona.php) A real-world enriched HTTPS server log example used for demonstration and validation Explicit MD5 checksums for all included files to guarantee integrity and immutability All materials are provided as frozen research artifacts, enabling independent verification, execution, and inspection of the complete analytical pipeline described in the paper. No machine learning models, external datasets, third-party libraries, cloud services, or opaque components are involved.The system is fully reproducible using only the included artifacts and standard web server infrastructure.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-26
DOI
https://doi.org/10.5281/zenodo.18061708
Primary Topic
Data Visualization and Analytics
Type
article
Field-Weighted Citation Impact
0.00
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article

Melona Sentinel: A Deterministic Cognitive System for Hostile Route Analysis and Adversarial Forecasting Based on Real Server Logs

Inoel Garcia Penton
Zenodo (CERN European Organization for Nuclear Research)
Data Visualization and Analytics
article

Melona Sentinel: A Deterministic Cognitive System for Hostile Route Analysis and Adversarial Forecasting Based on Real Server Logs

Inoel Garcia Penton
article en

Abstract

This Zenodo record contains the complete reproducibility package associated with the paper: “Melona Sentinel: A Deterministic Cognitive System for Hostile Route Analysis and Forecasting Based on Real Server Logs.” The upload includes the exact artifacts used in the study: The full published paper in PDF format Deterministic PHP analysis code (analizador_inteligente_rutas.php) Deterministic PHP visualization and forecasting interface (forecast_melona.php) A real-world enriched HTTPS server log example used for demonstration and validation Explicit MD5 checksums for all included files to guarantee integrity and immutability All materials are provided as frozen research artifacts, enabling independent verification, execution, and inspection of the complete analytical pipeline described in the paper. No machine learning models, external datasets, third-party libraries, cloud services, or opaque components are involved.The system is fully reproducible using only the included artifacts and standard web server infrastructure.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 35%
Data Visualization and Analytics
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