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相关论文: On-demand or Spot? Selling the cloud to risk-avers…

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Amazon EC2 provides two most popular pricing schemes--i) the {\em costly} on-demand instance where the job is guaranteed to be completed, and ii) the {\em cheap} spot instance where a job may be interrupted. We consider a user can select a…

分布式、并行与集群计算 · 计算机科学 2018-12-03 Yang Zhang , Arnob Ghosh , Vaneet Aggarwal

Today, static cloud markets where consumers purchase services directly from providers are dominating. Thus, consumers neither negotiate the price nor the characteristics of the service. In recent years, providers have adopted more dynamic…

计算机科学与博弈论 · 计算机科学 2025-07-15 Benedikt Pittl , Werner Mach , Erich Schikuta

Cloud computing delivers value to users by facilitating their access to computing capacity in periods when their need arises. An approach is to provide both on-demand and spot services on shared servers. The former allows users to access…

性能 · 计算机科学 2019-09-04 Xiaohu Wu , Francesco De Pellegrini , Guanyu Gao , Giuliano Casale

Cloud providers sell their idle capacity on markets through an auction-like mechanism to increase their return on investment. The instances sold in this way are called spot instances. In spite that spot instances are usually 90% cheaper…

分布式、并行与集群计算 · 计算机科学 2016-03-08 Chenhao Qu , Rodrigo N. Calheiros , Rajkumar Buyya

Cloud providers offer end-users various pricing schemes to allow them to tailor VMs to their needs, e.g., a pay-as-you-go billing scheme, called \textit{on-demand}, and a discounted contract scheme, called \textit{reserved instances}. This…

分布式、并行与集群计算 · 计算机科学 2021-03-15 Chalee Boonprasop , Yuhui Lin , Adam Barker

In late 2009, Amazon introduced spot instances to offer their unused resources at lower cost with reduced reliability. Amazon's spot instances allow customers to bid on unused Amazon EC2 capacity and run those instances for as long as their…

分布式、并行与集群计算 · 计算机科学 2012-11-07 Sunirmal Khatua , Nandini Mukherjee

Many businesses possess a small infrastructure that they can use for their computing tasks, but also often buy extra computing resources from clouds. Cloud vendors such as Amazon EC2 offer two types of purchase options: on-demand and spot…

分布式、并行与集群计算 · 计算机科学 2019-08-13 Xiaohu Wu , Patrick Loiseau , Esa Hyytia

This paper presents the economic impacts of spot instance service on the cloud service providers (CSPs) and the customers when the CSPs offer it along with the on-demand instance service to the customers. We model the interaction between…

计算机科学与博弈论 · 计算机科学 2023-06-05 Hyojung Lee , Lam Vu , Minsung Jang

Wholesale electricity markets in many jurisdictions use a two-settlement structure: a day-ahead market for bulk power transactions and a real-time market for fine-grain supply-demand balancing. This paper explores trading demand response…

系统与控制 · 电气工程与系统科学 2024-09-23 Deepan Muthirayan , Dileep Kalathil , Sen Li , Kameshwar Poolla , Pravin Varaiya

With the rapidly growing demand for the cloud services, a need for efficient methods to trade computing resources increases. Commonly used fixed-price model is not always the best approach for trading cloud resources, because of its…

计算机科学与博弈论 · 计算机科学 2014-02-03 Sergei Chichin , Quoc Bao Vo , Ryszard Kowalczyk

Infrastructure-as-a-Service providers are offering their unused resources in the form of variable-priced virtual machines (VMs), known as "spot instances", at prices significantly lower than their standard fixed-priced resources. To lease…

分布式、并行与集群计算 · 计算机科学 2011-11-03 William Voorsluys , Saurabh Kumar Garg , Rajkumar Buyya

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

The spot pricing scheme has been considered to be resource-efficient for providers and cost-effective for consumers in the Cloud market. Nevertheless, unlike the static and straightforward strategies of trading on-demand and reserved Cloud…

分布式、并行与集群计算 · 计算机科学 2017-08-07 Zheng Li , William Tarneberg , Maria Kihl , Anders Robertsson

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 providers are now offering their unused resources for leasing in the spot market, which has been considered the first step towards a full-fledged market economy for computational resources. Spot instances are virtual…

分布式、并行与集群计算 · 计算机科学 2011-10-28 William Voorsluys , Rajkumar Buyya

Premier cloud service providers (CSPs) offer two types of purchase options, namely on-demand and spot instances, with time-varying features in availability and price. Users like startups have to operate on a limited budget and similarly…

性能 · 计算机科学 2021-06-04 Xiaohu Wu , Han Yu , Giuliano Casale , Guanyu Gao

The recent emergence of the small cloud (SC), both in concept and in practice, has been driven mainly by issues related to service cost and complexity of commercial cloud providers (e.g., Amazon) employing massive data centers. However, the…

分布式、并行与集群计算 · 计算机科学 2018-02-14 Ranjan Pal , Sung-Han Lin , Aditya Ahujay , Leana Golubchik

Cloud spot markets rent VMs for a variable price that is typically much lower than the price of on-demand VMs, which makes them attractive for a wide range of large-scale applications. However, applications that run on spot VMs suffer from…

网络与互联网体系结构 · 计算机科学 2018-09-11 Supreeth Shastri , David Irwin

With the advent of evolution of cloud computing, large organizations have been scaling the on-premise IT infrastructure to the cloud. Although this being a popular practice, it lacks comprehensive efforts to study the aspects of automated…

多智能体系统 · 计算机科学 2020-06-24 Saurabh Deochake , Debajyoti Mukhopadhyay

With the rapid growth of the cloud computing marketplace, the issue of pricing resources in the cloud has been the subject of much study in recent years. In this paper, we identify and study a new issue: how to price resources in the cloud…

计算机科学与博弈论 · 计算机科学 2016-10-04 Kamal Jain , Tung Mai , Vijay V. Vazirani
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