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Cloud-enabled large-scale distributed systems orchestrate resources and services from various providers in order to deliver high-quality software solutions to the end users. The space and structure created by such technological advancements…

软件工程 · 计算机科学 2018-08-14 Andreea Buga , Sorana Tania Nemes , Atif Mashkoor

Hub Covering Problems arise in various practical domains, such as urban planning, cargo delivery systems, airline networks, telecommunication network design, and e-mobility. The task is to select a set of hubs that enable tours between…

离散数学 · 计算机科学 2025-03-05 Niklas Jost

Plug-and-play information technology (IT) infrastructure has been expanding very rapidly in recent years. With the advent of cloud computing, many ecosystem and business paradigms are encountering potential changes and may be able to…

网络与互联网体系结构 · 计算机科学 2014-06-03 Manar Jammal , Taranpreet Singh , Abdallah Shami , Rasool Asal , Yiming Li

For popular websites most important concern is to handle incoming load dynamically among web servers, so that they can respond to their client without any wait or failure. Different websites use different strategies to distribute load among…

分布式、并行与集群计算 · 计算机科学 2011-03-08 Ms. Deepti Sharma , Ms. Archana B. Saxena

Cloud computing has attracted both end-users and Cloud Service Providers (CSPs) in recent years. Improving resource utilization rate (RUtR), such as CPU and memory usages on servers, while maintaining Quality-of-Service (QoS) is one key…

分布式、并行与集群计算 · 计算机科学 2020-02-13 Mingxi Cheng , Ji Li , Paul Bogdan , Shahin Nazarian

One of the key advantages of Software-Defined Networks (SDN) is the opportunity to integrate traffic engineering modules able to optimize network configuration according to traffic. Ideally, network should be dynamically reconfigured as…

网络与互联网体系结构 · 计算机科学 2020-11-26 Davide Sanvito , Ilario Filippini , Antonio Capone , Stefano Paris , Jeremie Leguay

In a warehouse environment, tasks appear dynamically. Consequently, a task management system that matches them with the workforce too early (e.g., weeks in advance) is necessarily sub-optimal. Also, the rapidly increasing size of the action…

机器学习 · 计算机科学 2022-03-08 Diogo S. Carvalho , Biswa Sengupta

A key strategy to build disaster-resilient clouds is to employ backups of virtual machines in a geo-distributed infrastructure. Today, the continuous and acknowledged replication of virtual machines in different servers is a service…

网络与互联网体系结构 · 计算机科学 2015-10-21 Rodrigo de Souza Couto , Stefano Secci , Miguel Elias Mitre Campista , Luís Henrique Maciel Kosmalski Costa

Digital twin networks (DTNs) serve as an emerging facilitator in the industrial networking sector, enabling the management of new classes of services, which require tailored support for improved resource utilization, low latencies and…

网络与互联网体系结构 · 计算机科学 2024-05-14 Marco Becattini , Davide Borsatti , Armir Bujari , Laura Carnevali , Andrea Garbugli , Hrant Khachatrian , Theofanis P. Raptis , Daniele Tarchi

Cloud computing is the latest computing paradigm that delivers hardware and software resources as virtualized services in which users are free from the burden of worrying about the low-level system administration details. Migrating Web…

分布式、并行与集群计算 · 计算机科学 2012-03-20 Michael Menzel , Rajiv Ranjan

Cloud Computing is the latest blooming technology in the era of Computer Science and Information Technology domain. There is an enormous pool of data centres, which are termed as Clouds where the services and associated data are being…

分布式、并行与集群计算 · 计算机科学 2014-09-30 Nallakumar R. , Sruthi Priya K. S

Deep Reinforcement Learning (DRL) techniques have been successfully applied for solving complex decision-making and control tasks in multiple fields including robotics, autonomous driving, healthcare and natural language processing. The…

分布式、并行与集群计算 · 计算机科学 2024-08-07 Amanda Jayanetti , Saman Halgamuge , Rajkumar Buyya

The emergence of cloud computing over the past five years is potentially one of the breakthrough advances in the history of computing. It delivers hardware and software resources as virtualization-enabled services and in which…

分布式、并行与集群计算 · 计算机科学 2012-06-19 Rajiv Ranjan , Boualem Benatallah

Services with distributed and interdependent components are becoming a popular option for harnessing dispersed resources available on cloud and edge networks. However, effective deployment and management of these services, namely service…

分布式、并行与集群计算 · 计算机科学 2023-11-07 Farzad Mohammadi , Vahid Shah-Mansouri

As Clouds are complex, large-scale, and heterogeneous distributed systems, management of their resources is a challenging task. They need automated and integrated intelligent strategies for provisioning of resources to offer services that…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Rajkumar Buyya , Rodrigo N. Calheiros , Xiaorong Li

Cloud computing is a newly emerging distributed computing which is evolved from Grid computing. Task scheduling is the core research of cloud computing which studies how to allocate the tasks among the physical nodes so that the tasks can…

分布式、并行与集群计算 · 计算机科学 2014-04-21 Kai Li , Yong Wang , Meilin Liu

Cloud computing enables ubiquitous, convenient, and on-demand network access to a shared pool of computing resources. Cloud computing technologies create tremendous commercial values in various areas, while many scientific challenges have…

最优化与控制 · 数学 2022-03-16 Changpeng Yang , Jintao You , Xiaoming Yuan , Pengxiang Zhao

The problem of Cloud resource provisioning for component-based applications consists in the allocation of virtual machines (VMs) offers from various Cloud Providers to a set of applications such that the constraints induced by the…

计算机科学中的逻辑 · 计算机科学 2020-06-11 Madalina Erascu , Flavia Micota , Daniela Zaharie

Network virtualization and SDN-based routing allow carriers to flexibly configure their networks in response to demand and unexpected network disruptions. However, cellular networks, by nature, pose some unique challenges because of user…

网络与互联网体系结构 · 计算机科学 2017-04-03 Russell Ford , Ashwin Sridharan , Robert Margolies , Rittwik Jana , Sundeep Rangan

Transactional cloud applications such as payment, booking, reservation systems, and complex business workflows are currently being rewritten for deployment in the cloud. This migration to the cloud is happening mainly for reasons of cost…

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