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The emergence of cloud computing based on virtualization technologies brings huge opportunities to host virtual resource at low cost without the need of owning any infrastructure. Virtualization technologies enable users to acquire,…

分布式、并行与集群计算 · 计算机科学 2017-03-08 Minxian Xu , Wenhong Tian , Rajkumar Buyya

Background: Virtual Machine (VM) consolidation is an effective technique to improve resource utilization and reduce energy footprint in cloud data centers. It can be implemented in a centralized or a distributed fashion. Distributed VM…

分布式、并行与集群计算 · 计算机科学 2018-03-12 Adnan Ashraf , Benjamin Byholm , Ivan Porres

Over a past few decades, VM's or Virtual machines have sort of gained a lot of momentum, especially for large scale enterprises where the need for resource optimization & power save is humongous, without compromising with performance or…

其他计算机科学 · 计算机科学 2010-06-15 Rohit Kewlani

Recent studies show the increasing popularity of distributed cloud applications, which are composed of multiple microservices. Besides their known benefits, microservice architecture also enables to mix and match cloud applications and…

网络与互联网体系结构 · 计算机科学 2018-01-31 Hadi Razzaghi Kouchaksaraei , Holger Karl

Building around the idea of a large scale server infrastructure with a potentially large number of tailored resources, which are capable of interacting to facilitate the deployment, adaptation, and support of services, cloud computing needs…

分布式、并行与集群计算 · 计算机科学 2019-11-11 Kun Ma , Antoine Bagula , Olasupo Ajayi

Cloud computing has become the backbone of the computing industry and offers subscription-based on-demand services. Through virtualization, which produces a virtual instance of a computer system running in an abstracted hardware layer, it…

分布式、并行与集群计算 · 计算机科学 2022-07-19 Sakshi Chhabra , Ashutosh Kumar Singh

Cloud computing is a revolutionary process that has impacted the manner of using networks. It allows a high level of flexibility as Virtual Machines (VMs) run elastically workloads on physical machines in data centers. The issue of placing…

网络与互联网体系结构 · 计算机科学 2018-02-20 Wissal Attaoui , Essaid Sabir

Virtualization technology reduces cloud operational cost by increasing cloud resource utilization level. The incorporation of virtualization within cloud data centers can severely degrade cloud performance if not properly managed. Virtual…

分布式、并行与集群计算 · 计算机科学 2016-01-18 Misbah Liaqat , Shalini Ninoriya , Junaid Shuja , Raja Wasim Ahmad , Abdullah Gani

Virtual machine images and instances (VMs) in cloud computing centres are typically designed as isolation containers for applications, databases and networking functions. In order to build complex distributed applications, multiple virtual…

分布式、并行与集群计算 · 计算机科学 2013-09-24 Josef Spillner , Andrii Chaichenko , Andrey Brito , Francisco Brasileiro , Alexander Schill

Network protocols have historically been developed on an ad-hoc basis, and cloud computing is no exception. A fundamental management protocol, not yet standardized, that cloud providers need to run to support wide-area virtual network…

网络与互联网体系结构 · 计算机科学 2014-03-17 Flavio Esposito , Ibrahim Matta

The biggest overhead for the instantiation of a virtual machine in a cloud infrastructure is the time spent in transferring the image of the virtual machine into the physical node that executes it. This overhead becomes larger for requests…

分布式、并行与集群计算 · 计算机科学 2017-11-23 Álvaro López García , Enol Fernández del Castillo

Recently, federated learning (FL) has emerged as a promising distributed machine learning (ML) technology, owing to the advancing computational and sensing capacities of end-user devices, however with the increasing concerns on users'…

机器学习 · 计算机科学 2024-08-06 Kang Wei , Jun Li , Chuan Ma , Ming Ding , Sha Wei , Fan Wu , Guihai Chen , Thilina Ranbaduge

This paper addresses the impact of Virtual Memory Streaming (VMS) technique in provisioning virtual machines (VMs) in cloud environment. VMS is a scaling virtualization technology that allows different virtual machines rapid scale, high…

分布式、并行与集群计算 · 计算机科学 2014-06-24 A B M Moniruzzaman , Kawser Wazed Nafi , Syed Akther Hossain

The hybrid cloud idea is increasingly gaining momentum because it brings distinct advantages as a hosting platform for complex software systems. However, there are several challenges that need to be surmounted before hybrid hosting can…

软件工程 · 计算机科学 2022-05-11 Sreekrishnan Venkateswaran , Santonu Sarkar

Cloud computing providers have setup several data centers at different geographical locations over the Internet in order to optimally serve needs of their customers around the world. However, existing systems do not support mechanisms and…

分布式、并行与集群计算 · 计算机科学 2010-03-23 Rajkumar Buyya , Rajiv Ranjan , Rodrigo N. Calheiros

With the popularization of AI solutions for image based problems, there has been a growing concern for both data privacy and acquisition. In a large number of cases, information is located on separate data silos and it can be difficult for…

计算机视觉与模式识别 · 计算机科学 2024-09-26 Paul K. Mandal , Cole Leo

Virtualization technology allows currently any application run any application complex and expensive computational (the scientific applications are a good example) on heterogeneous distributed systems, which make regular use of Grid and…

分布式、并行与集群计算 · 计算机科学 2011-08-03 Tomas Ramirez Picarzo , Francisco Fernandez de Vega , Daniel Lombrana Gonzalez

The emerging paradigm of network function virtualization advocates deploying virtualized network functions (VNF) on standard virtualization platforms for significant cost reduction and management flexibility. There have been system designs…

网络与互联网体系结构 · 计算机科学 2017-02-10 Jingpu Duan , Chuan Wu , Franck Le , Alex Liu , Yanghua Peng

When a network application is implmented as a virtual machine on a cloud and is used by a large number of users, the location of the virtual machine should be selected carefully so that the response time experienced by users is minimized.…

分布式、并行与集群计算 · 计算机科学 2014-01-10 Young-Chul Shim

Cloud computing has given the new face to the distributed field. Two main issues are discussed in this paper, (I) the process of finding the efficient virtual machine by using the concept of load balancing algorithm. (II) Reallocation of…

分布式、并行与集群计算 · 计算机科学 2013-04-16 Manan D. Shah , Harshad B. Prajapati
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