Title:
GEOGRAPHICALLY DISTRIBUTED GRAPH PROCESSING METHOD AND SYSTEM
Document Type and Number:
WIPO Patent Application WO/2020/181455
Kind Code:
A1
Abstract:
Provided are a geographically distributed graph processing method and system. The method comprises: sequentially allocating a first number of edges in a geographically distributed graph to a second number of data centers, wherein one edge is allocated to one data center that generates the lowest data transmission cost, and the geographically distributed graph is divided into a second number of sub-graphs; performing sub-graph switching many times by means of taking any two pairs of sub-graphs as a unit, and selecting, from sub-graph mappings before switching or sub-graph mappings after switching, a sub-graph mapping that satisfies a budget constraint and has the shortest data transmission time; and respectively transferring, at a gathering stage and an application stage, some of the edges in a data center with the longest data transmission time to a data center with the shortest data transmission time. During segmentation, the cost is preferentially considered, and an edge is allocated to a data center with the lowest transmission cost; and when the segmentation is modified, the cost is reduced and a data transmission time is shortened by means of an attempt to carry out sub-graph switching.
Inventors:
ZHOU CHI (CN)
YANG LIU (CN)
XIAO YAO (CN)
MAO RUI (CN)
FENG YUHONG (CN)
YANG LIU (CN)
XIAO YAO (CN)
MAO RUI (CN)
FENG YUHONG (CN)
Application Number:
PCT/CN2019/077660
Publication Date:
September 17, 2020
Filing Date:
March 11, 2019
Export Citation:
Assignee:
UNIV SHENZHEN (CN)
International Classes:
H04L12/24
Foreign References:
CN104780213A | 2015-07-15 | |||
CN103997515A | 2014-08-20 | |||
CN107222565A | 2017-09-29 | |||
US20150248450A1 | 2015-09-03 |
Attorney, Agent or Firm:
HENSEN INTELLECTUAL PROPERTY FIRM (CN)
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