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Onderzoeker
José Pedro Pereira dos Santos
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
41
Resultaten
2025
Can reinforcement learning be generalized for efficient auto-scaling in containerized clouds?
José Pedro Pereira dos Santos
E. Reppas
Tim Wauters
Bruno Volckaert
Filip De Turck
C1
Conferentie
2025
Evaluating the network effects of orchestration strategies for AI workloads in modern data centers
José Pedro Pereira dos Santos
P. Maniotis
C. Wang
A. Tantawi
O. Tardieu
Tim Wauters
Filip De Turck
U
Conferentie
2025
Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning
José Pedro Pereira dos Santos
Efstratios Reppas
Tim Wauters
Bruno Volckaert
Filip De Turck
A1
Artikel in een tijdschrift
in
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
2025
HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning
José Pedro Pereira dos Santos
Mattia Zaccarini
Filippo Poltronieri
Mauro Tortonesi
Cesare Stefanelli
Nicola Di Cicco
Filip De Turck
A1
Artikel in een tijdschrift
in
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
2025
Leveraging user perception for 6G edge-cloud orchestration of networked extended reality
José Pedro Pereira dos Santos
Sam Van Damme
Mohammad Javad Sameri
Susanna Schwarzmann
Qing Wei
Riccardo Trivisonno
Filip De Turck
Maria Torres Vega
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS MAGAZINE
2025
The computing continuum : past, present, and future
L. F. Bittencourt
R. Rodrigues-Filho
J. Spillner
Filip De Turck
José Pedro Pereira dos Santos
N. L. S. da Fonseca
O. Rana
M. Parashar
I. Foster
A1
Artikel in een tijdschrift
in
COMPUTER SCIENCE REVIEW
2025
2024
A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement
Vincent Bracke
José Pedro Pereira dos Santos
Tim Wauters
Filip De Turck
Bruno Volckaert
A1
Artikel in een tijdschrift
in
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
2024
ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds
Miel Verkerken
José Pedro Pereira dos Santos
Laurens D'hooge
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2024
Demonstrating the energy consumption of radio access networks in container clouds
V. Gudepu
R.R. Tella
C. Centofanti
José Pedro Pereira dos Santos
A. Marotta
K. Kondepu
C1
Conferentie
2024
EARNEST : experimental analysis of RAN energy with open-source software tools
Venkateswarlu Gudepu
Bhargav Chirumamilla
Rajashekhar Reddy Tella
Abhishek Bhattacharyya
Shubh Agarwal
Lavanya Malakalapalli
Carlo Centofanti
José Pedro Pereira dos Santos
Koteswararao Kondepu
C1
Conferentie
2024
Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning
José Pedro Pereira dos Santos
M. Zaccarini
F. Poltronieri
M. Tortonesi
C. Stefanelli
N. Di Cicco
Filip De Turck
P1
Conferentie
2024
Impact of power consumption in containerized clouds : a comprehensive analysis of open-source power measurement tools
Carlo Centofanti
José Pedro Pereira dos Santos
Venkateswarlu Gudepu
Koteswararao Kondepu
A1
Artikel in een tijdschrift
in
COMPUTER NETWORKS
2024
Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum
N. Di Cicco
F. Poltronieri
José Pedro Pereira dos Santos
M. Zaccarini
M. Tortonesi
C. Stefanelli
Filip De Turck
P1
Conferentie
2024
Reinforcement learning-driven service placement in 6G networks across the compute continuum
A. Ocampo Palacia
José Pedro Pereira dos Santos
P1
Conferentie
2024
Remote immersive audio production : state of the art implementation, challenges, and improvements
Stefano Giacomelli
Carlo Centofanti
José Pedro Pereira dos Santos
Mauro Galbiati
Tiziano Salvi
Fabio Graziosi
Claudia Rinaldi
P1
Conferentie
2024
Towards cloud-native virtual reality applications : state-of-the-art and open challenges
José Pedro Pereira dos Santos
C1
Conferentie
2024
Towards intent-based scheduling for performance and security in edge-to-cloud networks
José Pedro Pereira dos Santos
Eddy Truyen
Christoph Baumann
Filip De Turck
Gerald Budigiri
Wouter Joosen
P1
Conferentie
2024
Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning
José Pedro Pereira dos Santos
Tim Wauters
Filip De Turck
Peter Steenkiste
P1
Conferentie
2024
2023
Diktyo : network-aware scheduling in container-based clouds
José Pedro Pereira dos Santos
Chen Wang
Tim Wauters
Filip De Turck
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
2023
Efficient management in fog computing
José Pedro Pereira dos Santos
Tim Wauters
Filip De Turck
C1
Conferentie
2023
Online dynamic container rescheduling for improved application service time
Vincent Bracke
Gillis Werrebrouck
José Pedro Pereira dos Santos
Tim Wauters
Filip De Turck
Bruno Volckaert
A1
Artikel in een tijdschrift
in
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
2023
Performance impact of queue sorting in container-based application scheduling
José Pedro Pereira dos Santos
Miel Verkerken
Laurens D'hooge
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2023
Recent advances in container orchestration : network-aware scheduling in container clouds
José Pedro Pereira dos Santos
Chen Wang
C3
Conferentie
2023
gym-hpa : efficient auto-scaling via reinforcement learning for complex microservice-based applications in Kubernetes
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
C1
Conferentie
2023
2022
Efficient resource allocation in a fog computing environment
José Pedro Pereira dos Santos
Filip De Turck
Tim Wauters
Proefschrift
2022
2021
Efficient orchestration of service chains in fog computing for immersive media
José Pedro Pereira dos Santos
Jeroen van der Hooft
Maria Torres Vega
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2021
Reinforcement learning for service function chain allocation in fog computing
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
Hoofdstuk in een boek
in
Communication networks and service management in the era of artificial intelligence and machine learning
2021
Resource provisioning in fog computing through deep reinforcement learning
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2021
SRFog : a flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing
José Pedro Pereira dos Santos
Jeroen van der Hooft
Maria Torres Vega
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2021
Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
A1
Artikel in een tijdschrift
in
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
2021
Towards low-latency service delivery in a continuum of virtual resources : state-of-the-art and research directions
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS
2021
2020
Efficient application deployment in fog-enabled infrastructures
L.N. Vijouyeh
M. Sabaei
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2020
Live demonstration of service function chaining allocation in Fog Computing
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2020
Towards delay-aware container-based Service Function Chaining in Fog Computing
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2020
2019
Resource provisioning in fog computing : from theory to practice
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
A1
Artikel in een tijdschrift
in
SENSORS
2019
Towards network-aware resource provisioning in Kubernetes for Fog computing applications
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2019
2018
Anomaly detection for Smart City applications over 5G low power wide area networks
José Pedro Pereira dos Santos
Philip Leroux
Tim Wauters
Bruno Volckaert
Filip De Turck
C1
Conferentie
2018
City of things : enabling resource provisioning in smart cities
José Pedro Pereira dos Santos
Thomas Vanhove
Merlijn Sebrechts
Thomas Dupont
Wannes Kerckhove
Bart Braem
Gregory Van Seghbroeck
Tim Wauters
Philip Leroux
Steven Latré
et al.
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS MAGAZINE
2018
Fog computing : enabling the management and orchestration of smart city applications in 5G networks
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
A1
Artikel in een tijdschrift
in
ENTROPY
2018
Towards dynamic fog resource provisioning for smart city applications
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2018
2017
Resource provisioning for IoT application services in Smart Cities
José Pedro Pereira dos Santos
Tim Wauters
Bruno Volckaert
Filip De Turck
P1
Conferentie
2017