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网络智能感知 / MSLCFinder top-k measurement

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MIT

MSLCFinder top-k measurement

介绍

MSLCFinder一种面向资源受限情况下的top-k测量方案,本方法基于多级抽样使用较小资源实现较大top-k的测量,实验结果参看参考文献:Dai X, Cheng G, Yu Z, et al. MSLCFinder: An Algorithm in Limited Resources Environment for Finding Top-k Elephant Flows[J]. Applied Sciences, 2023, 13(1): 575.

软件架构

System Overview

测量流程

top-k记录流程

数据集

CAIDA2018,CRTNET华东北节点采集流量等,下载地址: https://github.com/ccie44899/MSCLFinder.git

参考论文

Dai X, Cheng G, Yu Z, et al. MSLCFinder: An Algorithm in Limited Resources Environment for Finding Top-k Elephant Flows[J]. Applied Sciences, 2023, 13(1): 575.

MIT License Copyright (c) 2023 戴显龙 Copyright (c) 2023 CCIE #44899 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

MSLCFinder是一种面向资源受限情况下的top-k测量方案,参考文献:Dai X, Cheng G, Yu Z, et al. MSLCFinder: An Algorithm in Limited Resources Environment for Finding Top-k Elephant Flows[J]. Applied Sciences, 2023, 13(1): 575. 展开 收起
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