DCC | Académicas/os - Javier Bustos

DCC

Académicas/os

Javier Bustos

Profesor Adjunto

Javier Bustos J.

Nombramiento Académico Actual

  • Académico - Profesor Adjunto

Títulos y Grados

  • Doctor - Universidad De Chile 2007
  • Doctor - Université de Nice-Sophia Antipolis 2006
  • Magíster - Universidad De Chile 2003
  • Ingeniero Civil en Computación - Universidad De Chile 2001

Docencia Últimos 7 años

Memorias y Tesis Últimos 7 años

Participación como Profesor Guía

  • Paralelización de procesos de modelamiento de tráfico urbano por medio de la contenerización del software Simulation of Urban MObilit (SUMO) para supercomputadores, 2025
  • Sistema de apoyo a la toma de decisiones de los técnicos en el futbol, 2025
  • Desarrollo e implementación de un modelo estocástico de arbitraje energético refinando el proceso de optimización en el mercado eléctrico, 2024
  • Network size estimation for lora-based direct-to-satellite IoT, 2023
  • Upgrading name server credibility Un breve análisis a los dominios de la zona .cl, 2023
  • Short-term time series analysis and prediction for anticipatory networking, 2023
  • Software defined networks over chilean wide area networks building resilience against natural disasters, 2023
  • Schc-over-sigfox Performance modeling and evaluation of fragment delivery, 2023
  • Revisión de la descripción general del protocolo de comunicación SCHC y perfil Sigfox utilizando Model Checking, 2022
  • Diseño y evaluación de arquitectura de solución de prevención activa para ciclistas, 2022
  • Methods based on interdependent networks to analize the robustness of the internet, 2022
  • Estudio de consumo energético para algoritmos de recolección de datos en redes de sensores inalámbricos bajo el protocolo Lorawan, 2021
  • Desarrollo de backend para sistema de medición automática de calidad de agua, adecuado a sensores de bajo costo, 2021
  • Estudio de factibilidad técnica del uso de bases de datos Key-Value-Store en servidores de nombres DNS, 2020
  • Predicción de tráfico DNS para detección de eventos anómalos, 2020
  • HTTP/2 para internet de las cosas análisis, evaluación y adaptación del control de flujo, 2020

Investigación Últimos 7 Años

Publicaciones

  • Opportunities for Inexpensive Network Measurements From Real Mobile Devices IEEE NETWORK, 2026
  • Google Tag Manager andIts Privacy Issues Lecture Notes in Computer Science, 2026
  • Malicious Domain Names Detection with DeepDGA, a Hybrid Character and Word Embeddings Deep Learning Architecture Proceedings of the 2025 21st International Conference on Network and Service Management: AI and Sustainability in the Future of Network and Service Management, CNSM 2025, 2025
  • Hunting Review Bombs with BRIDGE - A Bipartite Graph Neural Network Approach to Abuse Detection Proceedings - 10th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2025, 2025
  • ADVANCES IN ESTIMATING NON-LINEAR SITE RESPONSE FROM NUMERICAL SIMULATIONS AND MACHINE LEARNING World Conference on Earthquake Engineering proceedings, 2024
  • More than Words is What you Need - Detecting DGA and Phishing Domains with Dom2Vec Word Embeddings TMA 2024 - Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024
  • Dom2Vec - Detecting DGA Domains Through Word Embeddings and AI/ML-Driven Lexicographic Analysis 2023 19th International Conference on Network and Service Management, CNSM 2023, 2023
  • Phish Me if You Can - Lexicographic Analysis and Machine Learning for Phishing Websites Detection with PHISHWEB 2023 IEEE 9th International Conference on Network Softwarization: Boosting Future Networks through Advanced Softwarization, NetSoft 2023 - Proceedings, 2023
  • Not all DGAs are Born the Same - Improving Lexicographic based Detection of DGA Domains through AI/ML TMA 2023 - Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023
  • Modeling SCHC ACK-on-Error Fragment Delivery over Sigfox Q2SWinet 2022 - Proceedings of the 18th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2022
  • PHISHWEB ¿ a Progressive, Multi-Layered System for Phishing Websites Detection Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC, 2022
  • Using Localized Attacks with Probabilistic Failures to Model Seismic Events over Physical-Logical Interdependent Networks Lecture Notes in Computer Science, 2022
  • Effect of adding physical links on the robustness of the Internet modeled as a physical-logical interdependent network using simple strategies INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION, 2022
  • Characterization of robustness and resilience in graphs: A mini-review JOURNAL OF COMPLEX NETWORKS, 2021
  • Improving Signal-Strength Aggregation for Mobile Crowdsourcing Scenarios SENSORS, 2021
  • Detecting Anomalies at a TLD Name Server Based on DNS Traffic Predictions IEEE Transactions on Network and Service Management, 2021
  • Analysis and Evaluation of HTTP/2 Flow Control Algorithm for IoT 2020 IEEE Colombian Conference on Communications and Computing, COLCOM 2020 - Proceedings, 2020
  • Analyzing the Adoption of QUIC from a Mobile Development Perspective EPIQ 2020 - Proceedings of the 2020 Workshop on the Evolution, Performance, and Interoperability of QUIC, 2020
  • Space Geometry Effect over the Internet as a Physical-Logical Interdependent Network Springer Proceedings in Complexity, 2020
  • Revealing User Behavior by Analyzing DNS Traffic Lecture Notes in Computer Science, 2020
  • A Survey on Frameworks Used for Robustness Analysis on Interdependent Networks COMPLEXITY, 2020

Proyectos de Investigación

  • IoT goes to space: Wireless networking protocols and architectures for IoT networks served by LEO satellite constellations FONDECYT, 1201893, 2020 - 2023
  • Sistema abierto experto para apoyar la gestión de recursos hídricos mediante monitoreo de bajo costo en tiempo real de aguas superficiales y subterráneas FONDEF, ID19I10363, 2019 - 2021

Libros y Capítulos

  • ADVANCES IN ESTIMATING NON-LINEAR SITE RESPONSE FROM NUMERICAL SIMULATIONS AND MACHINE LEARNING International Association for Earthquake Engineering, 2024