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Data distribution method based on node data processing capability and node operation load

A technology of processing power and data processing, applied in electrical components, transmission systems, etc., can solve the problems of system performance efficiency decline, unreasonable data segmentation and distribution, etc., to improve distributed intrusion detection capabilities, reduce parallel processing overhead, The effect of improving response efficiency

Inactive Publication Date: 2019-04-09
ZHEJIANG GONGSHANG UNIVERSITY
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Problems solved by technology

[0005] The present invention aims to overcome the problem of unreasonable data segmentation and distribution in the data distribution of the distributed intrusion detection system, thereby causing a decrease in system performance and efficiency, and provides a data distribution method based on node data processing capabilities and node operating loads

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  • Data distribution method based on node data processing capability and node operation load
  • Data distribution method based on node data processing capability and node operation load
  • Data distribution method based on node data processing capability and node operation load

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Embodiment Construction

[0033] The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.

[0034] A data distribution method based on node data processing capability and node operating load described in the present invention, with figure 1 The architecture in is designed, and the task scheduling part in the figure is mainly improved, including the following steps:

[0035] Step 1. Measurement of the processing capability of cluster data processing nodes: data processing nodes mainly perform data operations, and their processing capabilities are mainly determined by the hardware configuration of the nodes. The average execution speed of CPU instructions, memory capacity, and network bandwidth of the selected nodes are used as indicators. Construct node processing capability function;

[0036] 11. Index standardization: Due to differences in the selected index measurement units, first standardize the index with the min-max l...

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Abstract

The invention discloses a data distribution method based on node data processing capability and node operation load. The data distribution method comprises the following steps: step 1, measuring the processing capability of cluster data processing nodes; step 2, measuring the load of the cluster data processing nodes; step 3, calculating the load capacity weight of the cluster data processing nodes; and step 4, segmenting and distributing data. Under a high-speed distributed network environment, the parallel detection and processing efficiency of mass data is improved, the system detection time is shortened, the response efficiency of an intrusion detection system is improved, and the distributed intrusion detection capability is improved. According to the method, data segmentation and distribution can be matched with the working conditions of the nodes in the cluster in real time, and good load balance of the system is guaranteed. The parallel processing overhead of a distributed intrusion detection system is effectively reduced, the response efficiency of the intrusion detection system is improved, and the distributed intrusion detection capability is improved.

Description

technical field [0001] The invention relates to a data distribution method based on node data processing capability and node operating load. It is suitable for situations where in a high-speed distributed network environment, in order to ensure the security of the organization's information system, when intrusion detection is performed, the response efficiency of the intrusion detection system is improved, and the distributed intrusion detection capability is improved. technical background [0002] With the rapid development of cloud computing and network technology, organizations are increasingly paying attention to the security of information systems built on the cloud and network, and the demand for intrusion detection technology is also increasing. However, with the growth of business volume, the network scale and transmission speed required by the organization are also increasing sharply. The traditional intrusion detection technology is not suitable for the intrusion d...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/06H04L29/08
CPCH04L63/14H04L67/1008H04L67/1029H04L67/1001
Inventor 陈庭贵许翀寰
Owner ZHEJIANG GONGSHANG UNIVERSITY
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