Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Project

Predictive orchestration and distributed networking for low-latency applications in future 6G Networks

Outputs and Outcomes

Publications

Gwydion: Efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

José Pedro Pereira dos SantosEfstratios ReppasTim WautersBruno VolckaertFilip De Turck

U Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum

N. Di CiccoF. PoltronieriJosé Pedro Pereira dos SantosM. ZaccariniM. TortonesiC. StefanelliFilip De Turck

Reinforcement learning-driven service placement in 6G networks across the compute continuum

A. Ocampo PalaciaJosé Pedro Pereira dos Santos

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel VerkerkenJosé Pedro Pereira dos SantosLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Remote immersive audio production : state of the art implementation, challenges, and improvements

Stefano GiacomelliCarlo CentofantiJosé Pedro Pereira dos SantosMauro GalbiatiTiziano SalviFabio GraziosiClaudia Rinaldi

Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning

José Pedro Pereira dos SantosTim WautersFilip De TurckPeter Steenkiste

Towards cloud-native virtual reality applications : state-of-the-art and open challenges

José Pedro Pereira dos Santos

A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement

Vincent BrackeJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Impact of power consumption in containerized clouds : a comprehensive analysis of open-source power measurement tools

Carlo CentofantiJosé Pedro Pereira dos SantosVenkateswarlu GudepuKoteswararao Kondepu

A1 Journal Article in COMPUTER NETWORKS

Demonstrating the energy consumption of radio access networks in container clouds

V. GudepuR.R. TellaC. CentofantiJosé Pedro Pereira dos SantosA. MarottaK. Kondepu

Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning

José Pedro Pereira dos SantosM. ZaccariniF. PoltronieriM. TortonesiC. StefanelliN. Di CiccoFilip De Turck

EARNEST : experimental analysis of RAN energy with open-source software tools

Venkateswarlu GudepuBhargav ChirumamillaRajashekhar Reddy TellaAbhishek BhattacharyyaShubh AgarwalLavanya MalakalapalliCarlo CentofantiJosé Pedro Pereira dos SantosKoteswararao Kondepu

Towards intent-based scheduling for performance and security in edge-to-cloud networks

José Pedro Pereira dos SantosEddy TruyenChristoph BaumannFilip De TurckGerald BudigiriWouter Joosen

Diktyo : network-aware scheduling in container-based clouds

José Pedro Pereira dos SantosChen WangTim WautersFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

Performance impact of queue sorting in container-based application scheduling

José Pedro Pereira dos SantosMiel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Online dynamic container rescheduling for improved application service time

Vincent BrackeGillis WerrebrouckJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Efficient management in fog computing

José Pedro Pereira dos SantosTim WautersFilip De Turck

gym-hpa : efficient auto-scaling via reinforcement learning for complex microservice-based applications in Kubernetes

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck