Name: Jose Pedro Pereira dos Santos
Type: User
Company: IDLab, Ghent University - imec
Bio: I am currently a Postdoctoral Researcher. My research interests include Cloud & Fog Computing, Reinforcement Learning, IoT, SDN & NFV
Location: Gent
Jose Pedro Pereira dos Santos's Projects
Autoscaling components for Kubernetes
Mininet fork adding support for container-based (e.g. Docker) emulated hosts.
Descheduler for Kubernetes
Kubernetes device plugin to manage Ettus USRPs as Node Resources.
Fog emulation platform
Machine Learning for Go
The implemented gym-loadbalancing is a custom OpenAi Gym environment for the training of Reinforcement Learning (RL) agents for microservice loadbalancing research in the Kubernetes (K8s) platform.
An example of kubernetes scheduler extender
Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration
Kubernetes Native Edge Computing Framework (project under CNCF)
Load watcher is a cluster-wide aggregator of metrics, developed for Trimaran: Real Load Aware Scheduler in Kubernetes.
ML Online Course Repository. Course videos on online.codingblocks.com
[WIP] Reinforcement Learning environment for Congestion Control with ContainerNet
A network topology controller for the network-aware framework
A Firmament-based Kubernetes scheduler
Horizontal Pod Autoscaler built with predictive abilities using statistical models
Repository for the netperf component used by the Network-Aware framework for the Kubernetes platform based the Scheduler Framework
Repository for out-of-tree scheduler plugins based on scheduler framework.
A micro-service reference test application for model extraction, cloud management, energy efficiency, power prediction, single- and multi-tier auto-scaling