Accelerator-aware Kubernetes scheduler for DNN tasks on edge computing environment

J Park, U Choi, S Kum, J Moon… - … on Edge Computing (SEC …, 2021 - ieeexplore.ieee.org
… in the current Kubernetes distribution. To improve the scheduling capability of Kubernetes,
we … extension module for Kubernetes on edge computing environment with its implementation …

Delay-aware container scheduling in kubernetes

WK Lai, YC Wang, SC Wei - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
… Our contribution is to propose a novel scheduling algorithm to let Kubernetes work more …
, “Accelerator-aware Kubernetes scheduler for DNN tasks on edge computing environment,” …

[HTML][HTML] Performance evaluation of container orchestration tools in edge computing environments

I Čilić, P Krivić, I Podnar Žarko, M Kušek - Sensors, 2023 - mdpi.com
… for efficient scheduling within the edge computing environment by … However, there are still
some challenges that should be … Accelerator-Aware Kubernetes Scheduler for DNN Tasks on …

SensiX++: Bringing mlops and multi-tenant model serving to sensory edge devices

C Min, A Mathur, UG Acer, A Montanari… - … on Embedded Computing …, 2023 - dl.acm.org
… achieved through adaptive scheduling, feature caching, and … For instance, KubeFlow [5]
operates on top of Kubernetes … multi-component applications in edge computing systems. In …

Bulwark Security in an Edge Cloud Model

J Reed, AŞ Tosun, T Korkmaz - 2023 IEEE 12th International …, 2023 - ieeexplore.ieee.org
… Bulwark by introducing edge computing capabilities via … in edge servers and the associated
scheduling models. [29] … the scheduling capability of a standard Kubernetes implementation …

Poster: Fine-grained Control Plane Container Profiler for MEC

KJ Hsu, K Bhardwaj… - … on Edge Computing (SEC), 2022 - ieeexplore.ieee.org
… -to-end use cases in a MEC environment, we build a Kubernetes testbed and deploy real …
Accelerator-aware kubernetes scheduler for DNN tasks on edge computing environment. In …

Improving Real-Time Data Streams Performance on Autonomous Surface Vehicles using DataX

G Mellone, CG De Vita, G Coviello… - … and Network-Based …, 2024 - ieeexplore.ieee.org
… Much research has delved into utilizing Kubernetes and containers for edge computing [4]–[6]. …
Accelerator-aware kubernetes scheduler for dnn tasks on edge computing environment. …

Evaluate Kubernetes for Stateful and highly available enterprise database solutions

A Sharma - 2023 - oda.oslomet.no
Kubernetes uses a scheduler component that intelligently assigns containers to nodes
based on resource availability, workload constraints, and other user-defined policies. This …

Automated pipeline for the deployment using openshift

MN Chowdary, S Bussa, CK Chowdary… - Procedia Computer …, 2022 - Elsevier
… The context can be solved with the help of OpenShift, which is built upon Kubernetes. It
performs all the operations of Kubernetes and manages the containers. Apart from that, it

Uma Abordagem de Encadeamento de Serviços para Virtualizaçao de Funçoes de Rede em uma Arquitetura de Computaçao em Borda

SF da Costa Bezerra, JFR Bezerra… - Anais do XV Simpósio …, 2023 - sol.sbc.org.br
… um framework SFC flexıvel usando um cluster kubernetes de vários nós. Além do cluster, é
Accelerator-aware kubernetes scheduler for dnn tasks on edge computing environment. In …