中文
相关论文

相关论文: Container solutions for HPC Systems: A Case Study …

200 篇论文

Recent developments in the commercial open source community have catalysed the use of Linux containers for scalable deployment of web-based applications to the cloud. Scientific software can be containerized with dependencies, configuration…

软件工程 · 计算机科学 2015-09-30 Robert Nagler , David Bruhwiler , Paul Moeller , Stephen Webb

The increasing availability of cloud computing services for science has changed the way scientific code can be developed, deployed, and run. Many modern scientific workflows are capable of running on cloud computing resources. Consequently,…

分布式、并行与集群计算 · 计算机科学 2020-06-11 Peter Vaillancourt , Bennett Wineholt , Brandon Barker , Plato Deliyannis , Jackie Zheng , Akshay Suresh , Adam Brazier , Rich Knepper , Rich Wolski

A new class of Second generation high-performance computing applications with heterogeneous, dynamic and data-intensive properties have an extended set of requirements, which cover application deployment, resource allocation, -control, and…

分布式、并行与集群计算 · 计算机科学 2017-02-28 Ole Weidner , Malcolm Atkinson , Adam Barker , Rosa Filgueira

The increasing prevalence of cloud-native technologies, particularly containers, has led to the widespread adoption of containerized deployments in data centers. The advancement of deep neural network models has increased the demand for…

分布式、并行与集群计算 · 计算机科学 2024-11-22 Jinlong Hu , Zhizhe Rao , Xingchen Liu , Lihao Deng , Shoubin Dong

Containerization technology offers lightweight OS-level virtualization, and enables portability, reproducibility, and flexibility by packing applications with low performance overhead and low effort to maintain and scale them. Moreover,…

分布式、并行与集群计算 · 计算机科学 2022-11-22 Peini Liu , Jordi Guitart

High-performance computing (HPC) is essential for tackling complex computational problems across various domains. As the scale and complexity of HPC applications continue to grow, the need for scalable systems and software architectures…

分布式、并行与集群计算 · 计算机科学 2024-08-21 Risshab Srinivas Ramesh

Container technologies such as Docker have become a crucial component of many software industry practices especially those pertaining to reproducibility and portability. The containerization philosophy has influenced the scientific…

分布式、并行与集群计算 · 计算机科学 2020-08-05 Peter Z. Vaillancourt , J. Eric Coulter , Richard Knepper , Brandon Barker

Application containers, such as Docker containers, have recently gained popularity as a solution for agile and seamless deployment of applications. These light-weight virtualization environments run applications that are packed together…

密码学与安全 · 计算机科学 2016-02-29 Vaibhav Rastogi , Drew Davidson , Lorenzo De Carli , Somesh Jha , Patrick McDaniel

Blue Waters is a Petascale-level supercomputer whose mission is to enable the national scientific and research community to solve "grand challenge" problems that are orders of magnitude more complex than can be carried out on other high…

Containerization is a virtualization technique that allows one to create and run executables consistently on any infrastructure. Compared to virtual machines, containers are lighter since they do not bundle a (guest) operating system but…

软件工程 · 计算机科学 2023-03-08 Luciano Baresi , Giovanni Quattrocchi , Nicholas Rasi

Over the past two decades, the cloud computing paradigm has gradually attracted more popularity due to its efficient resource usage and simple service access model. Virtualization technology is the fundamental element of cloud computing…

分布式、并行与集群计算 · 计算机科学 2024-01-17 Hossein Aqasizade , Ehsan Ataie , Mostafa Bastam

Linux containers have gained high popularity in recent times. This popularity is significantly due to various advantages of containers over Virtual Machines (VM). The containers are lightweight, occupy lesser storage, have fast boot-up…

分布式、并行与集群计算 · 计算机科学 2020-09-21 Akshay Dhumal , Dharanipragada Janakiram

This paper presents a comparative study of virtual machines (VMs) and containers for DevOps developers. The study explores the benefits and drawbacks of each technology in terms of their functionality, performance, security, and resource…

操作系统 · 计算机科学 2023-04-18 Saurabh Deochake , Sumit Maheshwari , Ridip De , Anish Grover

Containers are standalone, self-contained units that package software and its dependencies together. They offer lightweight performance isolation, fast and flexible deployment, and fine-grained resource sharing. They have gained popularity…

分布式、并行与集群计算 · 计算机科学 2018-12-04 Maria A. Rodriguez , Rajkumar Buyya

This project investigates the benefits of containerization technology in modern software development and deployment. The study emphasizes the advantages of using Kubernetes and Docker in the development process, including the easy packaging…

The connection and eventual integration of High-Performance Computing (HPC) with Quantum Computing (QC) represents a transformative advancement in computational technology, promising significant enhancements in solving complex, previously…

Edge computing addresses critical limitations of cloud computing such as high latency and network congestion by decentralizing processing from cloud to the edge. However, the need for software replication across heterogeneous edge devices…

性能 · 计算机科学 2025-05-09 Ragini Gupta , Klara Nahrstedt

The use of virtualization technologies in different contexts - such as Cloud Environments, Internet of Things (IoT), Software Defined Networking (SDN) - has rapidly increased during the last years. Among these technologies, container-based…

分布式、并行与集群计算 · 计算机科学 2017-10-30 Roberto Morabito

Solving the software dependency issue under the HPC environment has always been a difficult task for both computing system administrators and application scientists. This work would like to tackle the issue by introducing the modern…

分布式、并行与集群计算 · 计算机科学 2015-09-29 Hsi-En Yu , Weicheng Huang

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 two drastically different cultures, incentive structures, and…

分布式、并行与集群计算 · 计算机科学 2025-06-24 Vanessa Sochat , David Fox , Daniel Milroy