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相关论文: Spot Pricing in the Cloud Ecosystem: A Comparative…

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Cloud computing offers a variable-cost payment scheme that allows cloud customers to specify the price they are willing to pay for renting spot instances to run their applications at much lower costs than fixed payment schemes, and…

分布式、并行与集群计算 · 计算机科学 2020-10-13 Abdullah Alourani , Ajay D. Kshemkalyani

Public cloud service vendors provide a surplus of computing resources at a cheaper price as a spot instance. Despite the cheaper price, the spot instance can be forced to be shutdown at any moment whenever the surplus resources are in…

分布式、并行与集群计算 · 计算机科学 2022-10-26 Sungjae Lee , Jaeil Hwang , Kyungyong Lee

Cloud vendors offer discounted spot instances to maximize surplus resource utilization, but these instances are subject to the risk of sudden interruption. Traditional pricing datasets have been employed to predict this risk, yet recent…

分布式、并行与集群计算 · 计算机科学 2026-04-28 Taeyoon Kim , Kyumin Kim , Kyunghwan Kim , Hayoung Kim , Seungwoo Jeong , Moohyun Song , Kyungyong Lee

As more and more users begin to use the cloud for their computing needs, datacenter operators are increasingly pressed to effectively allocate their resources among these client users. Yet while much work has been done in this area,…

计算机与社会 · 计算机科学 2012-12-11 Carlee Joe-Wong , Soumya Sen

Cloud computing refers to a paradigm shift to overall IT solutions while raising the accessibility, scalability and effectiveness through its enabling technologies. However, migrated cloud platforms and services cost benefits as well as…

分布式、并行与集群计算 · 计算机科学 2010-05-21 Abhinav Pandey , Akash Pandey , Ankit Tandon , Brajesh Kr Maurya , Upendra Kushwaha , Dr. Madhvendra Mishra , Vijayshree Tiwari

Cloud computing has been shown to be an essential enabling technology for public sector organizations PSOs and offers numerous potential benefits, including reduced information technology infrastructure costs, increased innovation…

计算机与社会 · 计算机科学 2026-01-13 Mark Theby

Securing necessary resources for edge computing processes via effective resource trading becomes a critical technique in supporting computation-intensive mobile applications. Conventional onsite spot trading could facilitate this paradigm…

分布式、并行与集群计算 · 计算机科学 2021-08-17 Minghui Liwang , Ruitao Chen , Xianbin Wang , Xuemin , Shen

Cloud computing recently developed into a viable alternative to on-premises systems for executing high-performance computing (HPC) applications. With the emergence of new vendors and hardware options, there is now a growing need to…

分布式、并行与集群计算 · 计算机科学 2018-12-14 Mohammad Mohammadi , Timur Bazhirov

As foundation models grow in size, fine-tuning them becomes increasingly expensive. While GPU spot instances offer a low-cost alternative to on-demand resources, their volatile prices and availability make deadline-aware scheduling…

分布式、并行与集群计算 · 计算机科学 2025-12-25 Linggao Kong , Yuedong Xu , Lei Jiao , Chuan Xu

Cloud computing is an emerging computing model where IT and computing operations are delivered as services in highly scalable and cost effective manner. Recently, embarking this new model in business has become popular. Companies in diverse…

分布式、并行与集群计算 · 计算机科学 2014-01-22 Jafar Shayan , Ahmad Azarnik , Suriayati Chuprat , Sasan Karamizadeh , Mojtaba Alizadeh

In Amazon EC2, cloud resources are sold through a combination of an on-demand market, in which customers buy resources at a fixed price, and a spot market, in which customers bid for an uncertain supply of excess resources. Standard market…

计算机科学与博弈论 · 计算机科学 2016-12-20 Darrell Hoy , Nicole Immorlica , Brendan Lucier

Given the continually increasing amount of commercial Cloud services in the market, evaluation of different services plays a significant role in cost-benefit analysis or decision making for choosing Cloud Computing. In particular, employing…

分布式、并行与集群计算 · 计算机科学 2013-02-11 Zheng Li , Liam O'Brien , He Zhang , Rainbow Cai

Cloud Computing is a versatile technology that can support a broad-spectrum of applications. The low cost of cloud computing and its dynamic scaling renders it an innovation driver for small companies, particularly in the developing world.…

计算机与社会 · 计算机科学 2019-08-13 Ananga Thapaliya , Subham Chakraborty

The availability of public computing resources in the cloud has revolutionized data analysis, but requesting cloud resources often involves complex decisions for consumers. Under the current pricing mechanisms, cloud service providers offer…

数据库 · 计算机科学 2017-06-20 Yue Wang , Alexandra Meliou , Gerome Miklau

Cloud computing is continually evolving, enhancing hardware technologies, improving software and enhancing business processes. A payroll management system deployed on the Cloud harnesses on-demand of delivery of computational power and…

分布式、并行与集群计算 · 计算机科学 2025-02-25 Adeyemi Aina , Isaac Odun-Ayo

Cloud computing is a paradigm that has the potential to transform and revolutionalize the next generation IT industry by making software available to end-users as a service. A cloud, also commonly known as a cloud network, typically…

网络与互联网体系结构 · 计算机科学 2016-11-25 Ranjan Pal , Pan Hui

Cloud Network Slicing is a new research area that brings together cloud computing and network slicing in an end-to-end environment. In this context, understanding the existing scientific contributions and gaps is crucial to driving new…

网络与互联网体系结构 · 计算机科学 2020-05-05 Leandro C. de Almeida , Paulo Ditarso Maciel , Fábio L. Verdi

Cloud computing is the latest effort in delivering computing resources as a service. It represents a shift away from computing as a product that is purchased, to computing as a service that is delivered to consumers over the internet from…

分布式、并行与集群计算 · 计算机科学 2010-01-20 Ilango Sriram , Ali Khajeh-Hosseini

Cloud computing can be defined as the outsourcing / renting of resources over the network. It has been regarded as an essential utility similar to electricity, water, telephone and sewerage utilities. Over the years, a number of providers…

分布式、并行与集群计算 · 计算机科学 2018-10-12 Noman Islam , Zeeshan Islam

The competitive nature of Cloud marketplaces as new concerns in delivery of services makes the pricing policies a crucial task for firms. so that, pricing strategies has recently attracted many researchers. Since game theory can handle such…

计算机科学与博弈论 · 计算机科学 2023-09-21 Safiye Ghasemi , Mohammad Reza Meybodi , Mehdi Dehghan Takht-Fooladi , Amir Masoud Rahmani