[HTML][HTML] Evolving High-Performance Computing Data Centers with Kubernetes, Performance Analysis, and Dynamic Workload Placement Based on Machine Learning …

V Dakić, M Kovač, J Slovinac - Electronics, 2024 - mdpi.com
In the past twenty years, the IT industry has moved away from using physical servers for
workload management to workloads consolidated via virtualization and, in the next iteration …

[HTML][HTML] The flux operator

V Sochat, A Culquicondor, A Ojea, D Milroy - F1000Research, 2024 - ncbi.nlm.nih.gov
Converged computing is an emerging area of computing that brings together the best of both
worlds for high performance computing (HPC) and cloud-native communities. The economic …

AI-coupled HPC Workflow Applications, Middleware and Performance

W Brewer, A Gainaru, F Suter, F Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
AI integration is revolutionizing the landscape of HPC simulations, enhancing the
importance, use, and performance of AI-driven HPC workflows. This paper surveys the …

Kub: enabling elastic HPC workloads on containerized environments

D Medeiros, J Wahlgren, G Schieffer… - 2023 IEEE 35th …, 2023 - ieeexplore.ieee.org
The conventional model of resource allocation in HPC systems is static. Thus, a job cannot
leverage newly available resources in the system or release underutilized resources during …

Understanding Layered Portability from HPC to Cloud in Containerized Environments

D Medeiros, G Schieffer, J Wahlgren, I Peng - International Conference on …, 2025 - Springer
Recent development in lightweight OS-level virtualization, containers, provides a potential
solution for running HPC applications on the cloud platform. In this work, we focus on the …

Enabling Workload-Driven Elasticity in MPI-based Ensembles

MR Hossen, V Sochat, A Sarkar… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Interdisciplinary workflows are evolving to accom-modate the growing resource diversity and
parallelism in modern computing systems. The necessity of integrating various components …

Framework for Performance Enhancement of MPI based Application on Cloud

JP Ashwini, HA Sanjay, MC Nayana, KA Shastry… - … Computing: Practice and …, 2023 - scpe.org
Cloud technology is a major revolution that has happened in the computing era that has
changed the way applications and resources are used. Elasticity is the key characteristic of …

HPC Alongside User-space Kubernetes

V Sochat, D Fox, D Milroy - arXiv preprint arXiv:2406.06995, 2024 - arxiv.org
High performance computing (HPC) and cloud have traditionally been separate, and
presented in an adversarial light. The conflict arises from disparate beginnings that led to …

Leveraging private container networks for increased user isolation and flexibility on HPC clusters

L Jolicoeur, F Diakhaté, R Namyst - International Conference on High …, 2025 - Springer
To address the increasing complexity of modern scientific computing workflows, HPC
clusters must be able to accommodate a wider range of workloads without compromising …

[PDF][PDF] Enhancing Cloud Infrastructure Resilience through Kubernetes and Open Shift Cluster Management

V Marella - 2024 - researchgate.net
Over the last two decades, the IT sector has shifted from managing workloads on physical
servers to virtualizing them and then further consolidating them into containers in the …