A Statistical Analysis Method for Cloud Computing Resource Pricing

A statistical analysis and cloud computing technology, applied in the field of statistical analysis of cloud computing resource pricing, can solve the problems of changing prices due to market influence of new authorized users, without considering pricing, etc.

Active Publication Date: 2017-09-05
NANJING UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The purpose of this method is to obtain a stable equilibrium pricing strategy for all authorized users. If a new authorized user joins the market, other authorized users will also change the price accordingly. In reality, there may be new authorized users whose market influence is not enough to influence other authorized users. change the price
[0008] However, the above pricing method does not consider pricing from the current cloud service market conditions

Method used

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  • A Statistical Analysis Method for Cloud Computing Resource Pricing
  • A Statistical Analysis Method for Cloud Computing Resource Pricing
  • A Statistical Analysis Method for Cloud Computing Resource Pricing

Examples

Experimental program
Comparison scheme
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Embodiment

[0089] In this implementation, an instance of a new cloud service provider is given, where f={2,9,2.1}, and the three attributes represent memory, hard disk and virtual core in turn. At the same time, examples of the current market are collected. This embodiment obtains examples of different cloud service providers from http: / / www.cloudlook.com / , including cloud service providers such as Amazon EC2, Digital Ocean, Google, HP Cloud, and Azure.

[0090] Table 1 Collection of cloud service instances in the current market

[0091] serial number Memory hard disk CPU price serial number Memory hard disk CPU price 1 0.6 9 1 2.0 25 1 9 1 3.0 2 1.6 9 1 4.4 26 3.9 9 2 12.0 3 3.7 9 1 7.0 27 7.8 9 4 24.0 4 3.7 9 1 8.7 28 2.0 9 1 6.0 5 7.3 9 1.8 14.0 29 14.7 9 4 45.0 6 7.3 9 1.8 17.5 30 29.5 9 7.6 90.0 7 14.7 9 3.2 35.0 31 0.5 19 1 2.2 8 0.5 19 1 0.7 32 1 39 1 ...

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Abstract

The invention discloses a statistical analysis method for cloud computing resource pricing, comprising the following steps: step 1, given a resource instance of a new cloud service provider, and collecting cloud computing instances in the current market; step 2, counting The probability distribution of all current instances in different price ranges; step 3, standardize the data of current instances and new instances, and classify the current instances and new instances, and select the current instance in the same category as the new instance as the new instance Similar instances; step 4, obtain the initial market share of similar instances, and establish a user transition probability matrix, and use the Markov chain method to calculate the short-term market share and final market share of similar instances; step 5, calculate the price and probability of similar instances Distribution and market share, calculate the price of new instances.

Description

technical field [0001] The invention relates to the technical field of Internet computer software, in particular to a statistical analysis method for cloud computing resource pricing. Background technique [0002] In the Internet era with the rapid development of information and communication technologies, the computing model has evolved from submitting tasks to large-scale processors to network-based distributed task processing, and finally evolved into an on-demand cloud computing model. [0003] Cloud computing is a new type of popular computing platform, which adopts the operation mode of requesting resources on demand and paying according to actual usage. The definition of cloud computing is very broad. For example, Foster defines cloud computing as a large-scale distributed computing system driven by economies of scale in "Cloud computing and grid computing 360-degree compared". Managed computing resources, storage space, application platforms and services. [0004] ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/30H04L29/08
Inventor 窦万春吴诗颖
Owner NANJING UNIV
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