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Network data flow type detection method and network data flow type detection device

A detection method and data flow technology, applied in the direction of data exchange network, electrical digital data processing, digital data processing components, etc., can solve problems such as inaccurate judgment results and inability to adapt judgment results

Active Publication Date: 2016-08-03
HUAWEI TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, this method needs to pre-set the threshold, and the judgment result cannot adapt to the dynamic network changes, resulting in inaccurate judgment results.

Method used

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  • Network data flow type detection method and network data flow type detection device
  • Network data flow type detection method and network data flow type detection device
  • Network data flow type detection method and network data flow type detection device

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Embodiment Construction

[0140]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0141] The method for judging the type of network data flow provided by the present invention can be as in figure 1 The data transmission network 100 is deployed and implemented. The data transmission network 100 includes a central control server 110 , a source server 120 , a network switch 130 , a transmission network 140 , a client device 150 , a prediction server 160 , and a training server 170 .

[0142] The central control server 110 is t...

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Abstract

An embodiment of the invention provides a network data flow type detection method comprising the following steps: acquiring the header of a first data packet of a current data flow, and acquiring the pattern vector of the current data flow from the header; comparing at least one characteristic dimension in the pattern vector of the current data flow with the corresponding characteristic dimension in the pattern vector of at least one historical data flow to get at least one pattern similarity of the current data flow; predicting the length of the current data flow according to the at least one pattern similarity of the current data flow and the length of at least one corresponding historical data flow; and comparing the predicted length of the current data flow with a preset threshold, and judging whether the current data flow is a large data flow or a small data flow according to the result of comparison. According to the invention, the type of a data flow can be detected by detecting the header of the first data packet of the data flow, the type of a network data flow can be judged in real time, and the accuracy of judgment is improved.

Description

technical field [0001] Embodiments of the present invention relate to the field of network data routing, and more specifically, relate to a network data flow type detection method and device and a network data routing method and device for its application. Background technique [0002] Recent studies have shown that in the data center network, about 90% of the data flow is bursty, short-duration, small data flow (small dataflow), also known as mouse flow (miceflow); and only 10% of the data flow The flow is a large data flow with a long duration and a huge flow length, also known as an elephant flow. Although the number of elephant flows only accounts for 10% of the total number of network data flows, the flow of elephant flows (such as the number of data packets, or the total number of data flow bytes) accounts for 90% of the total flow of the entire data center network . Most of the existing routing algorithms (such as EqualCostMuti-Path, ECMP) use the local information ...

Claims

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Application Information

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IPC IPC(8): H04L12/26H04L12/725H04L12/741H04L45/74
CPCH04L41/147H04L43/026H04L41/142H04L43/16H04L43/00G06F7/556H04L45/70H04L47/2483H04L69/22
Inventor 陈志堂耿彦辉帕斯卡·普帕
Owner HUAWEI TECH CO LTD
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