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A cloud data processing method and system based on workload

A workload and processing method technology, applied in the field of cloud data processing, to achieve the effect of reducing distributed transactions, solving performance degradation problems, and high scalability

Inactive Publication Date: 2018-12-11
INFORMATION COMM COMPANY STATE GRID SHANDONG ELECTRIC POWER +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a workload-based cloud data processing method and system, which solves the problem of data placement in the cloud computing platform and supports rapid development and interaction to the greatest extent

Method used

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  • A cloud data processing method and system based on workload
  • A cloud data processing method and system based on workload
  • A cloud data processing method and system based on workload

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Embodiment Construction

[0044] In order to clearly illustrate the technical features of this solution, the present invention will be described in detail below through specific implementation modes and in conjunction with the accompanying drawings. It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The following disclosure provides many different embodiments or examples for implementing different structures of the present invention. To simplify the disclosure of the present invention, components and arrangements of specific examples are described below. Furthermore, the present invention may repeat reference numerals and / or letters in different instances. This repetition is for the purpose of simplicity and clarity a...

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Abstract

The invention discloses a cloud data processing method based on workload, which comprises the following steps: a cloud data copy placement step: acquiring a historical workload, and adopting a transaction-driven partitioning strategy to complete the mapping of data items to a storage area; a cloud data replica locating step: after receiving the transaction request initiated by the application system, using a greedy algorithm to select the locating replica. A cloud data processing system based on workload is also disclosed. The invention supports the elastic expansion of the data storage model,at the same time, solves the performance degradation problem caused by the workload change, and ensures the efficient operation of the application.

Description

technical field [0001] The invention relates to the technical field of cloud data processing, in particular to a workload-based cloud data processing method and system. Background technique [0002] Cloud computing is an emerging technology method. Using this computing method, users can be provided with shared hardware equipment and software resources on demand and customized through the Internet. Cloud computing platform has now become a new platform serving enterprises and individuals. Cloud computing usually adopts the mode of unified and centralized data storage. In the cloud computing platform, how to place data is a very important issue. In the actual use process, the data needs to be allocated to the appropriate nodes in the cloud. [0003] The data placement problem in the cloud computing platform has been extensively and deeply studied by the industry. The current research mainly focuses on the initial data placement strategy, the selection of the number of data co...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06F9/46
CPCG06F9/466G06F9/5011
Inventor 严莉赵鹏刘范范刘子雁韩圣亚汤耀庭汤琳琳黄振张悦朱韶松张凯赵忱赵晓李刚林鹏付本娟赵阳宫淑卿朱璐吕舒清
Owner INFORMATION COMM COMPANY STATE GRID SHANDONG ELECTRIC POWER
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