Container orchestration on HPC systems through Kubernetes

Author:

Zhou NaweiluoORCID,Georgiou Yiannis,Pospieszny Marcin,Zhong Li,Zhou Huan,Niethammer Christoph,Pejak Branislav,Marko Oskar,Hoppe Dennis

Abstract

AbstractContainerisation demonstrates its efficiency in application deployment in Cloud Computing. Containers can encapsulate complex programs with their dependencies in isolated environments making applications more portable, hence are being adopted in High Performance Computing (HPC) clusters. Singularity, initially designed for HPC systems, has become their de facto standard container runtime. Nevertheless, conventional HPC workload managers lack micro-service support and deeply-integrated container management, as opposed to container orchestrators. We introduce a Torque-Operator which serves as a bridge between HPC workload manager (TORQUE) and container orchestrator (Kubernetes). We propose a hybrid architecture that integrates HPC and Cloud clusters seamlessly with little interference to HPC systems where container orchestration is performed on two levels.

Funder

European Union?s Horizon 2020

Universit\"{a}t Stuttgart

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Software

Cited by 27 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Towards AI Onboard EO Satellites: Assessment of Virtualization Techniques for Extreme Edge Computing;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. Tendencias investigativas en el uso de Cloud Computing en contenerización entre 2015 y 2023;Revista Virtual Universidad Católica del Norte;2024-05-06

3. Synergistically Rebalancing the EDP of Container-Based Parallel Applications;IEEE Transactions on Parallel and Distributed Systems;2024-03

4. Cloud-Native Computing: A Survey From the Perspective of Services;Proceedings of the IEEE;2024-01

5. DSN: A DDPG-Based Scheduling Framework for Optimal Task Allocation in Cloud Data Centers;2023 2nd International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE);2023-11-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3