Fine-grained scheduling for containerized hpc workloads in kubernetes clusters

P Liu, J Guitart - 2022 IEEE 24th Int Conf on High Performance …, 2022 - ieeexplore.ieee.org
Containerization technology offers lightweight OS-level virtualization, and enables
portability, reproducibility, and flexibility by packing applications with low performance …

Convergence of high performance computing, big data, and machine learning applications on containerized infrastructures

P Liu - 2023 - upcommons.upc.edu
(English) The convergence of High Performance Computing (HPC), Big Data (BD), and
Machine Learning (ML) in the computing continuum is being pursued in earnest across the …

Interference-aware workload placement for improving latency distribution of converged HPC/Big Data cloud infrastructures

A Tzenetopoulos, D Masouros, S Xydis… - … conference on embedded …, 2021 - Springer
Abstract Recently, High Performance, Big Data, and Cloud Computing worlds tend to
converge in terms of workload deployment with containerization technology acting as an …

A cost-efficient container orchestration strategy in kubernetes-based cloud computing infrastructures with heterogeneous resources

Z Zhong, R Buyya - ACM Transactions on Internet Technology (TOIT), 2020 - dl.acm.org
Containers, as a lightweight application virtualization technology, have recently gained
immense popularity in mainstream cluster management systems like Google Borg and …

Towards standard Kubernetes scheduling interfaces for converged computing

C Misale, DJ Milroy, CEA Gutierrez, M Drocco… - Smoky Mountains …, 2021 - Springer
High performance computing (HPC) and cloud technologies are increasingly coupled to
accelerate the convergence of traditional HPC with new simulation, data analysis, machine …

Zeus: Improving resource efficiency via workload colocation for massive kubernetes clusters

X Zhang, L Li, Y Wang, E Chen, L Shou - IEEE Access, 2021 - ieeexplore.ieee.org
With the popularity of container-based microservices and cloud-native architectures,
Kubernetes has established itself as the de facto standard for container orchestration …

Containerization and orchestration on HPC systems

N Zhou - Sustained Simulation Performance 2019 and 2020 …, 2021 - Springer
Containerization demonstrates its efficiency in application deployment in Cloud clusters.
HPC systems start to adopt containers, as containers can encapsulate complex programs …

Towards pervasive containerization of HPC job schedulers

C Cérin, N Grenèche, T Menouer - 2020 IEEE 32nd …, 2020 - ieeexplore.ieee.org
In cloud computing, elasticity is defined as" the degree to which a system is able to adapt to
workload changes by provisioning and de-provisioning resources in an autonomic manner …

Container orchestration on HPC systems

N Zhou, Y Georgiou, L Zhong, H Zhou… - 2020 IEEE 13th …, 2020 - ieeexplore.ieee.org
Containerisation demonstrates its efficiency in application deployment in cloud computing.
Containers can encapsulate complex programs with their dependencies in isolated …

Diktyo: Network-aware scheduling in container-based clouds

J Santos, C Wang, T Wauters… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Containers have revolutionized application deployment and life-cycle management in
current cloud platforms. Applications have evolved from single monoliths to complex graphs …