lzhtan/LossSight

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8
Rank 2,091,838 (Top 42 %)
Language
Python
Created over 3 years ago
Updated about 3 years ago

lzhtan/LossSight

lzhtan

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LossSight is a complete system for in-band network telemetry packet loss detection, localization, diagnosis and recovery.

FindINT

A packet loss detection and location solution based on AM-PM and INT, suitable for Mininet environment, written in P4 language.

k-means-GA-for-TSP

We used k-means cluster algorithm and Genetic Algorithm to solving TSP. If you have any question, please send e-mail to [email protected]

NSFC-Report

Python3.6写的极短爬虫。输入项目编号，可下载png格式的中国国家自然科学基金委发布的自然科学基金结项报告

HeartAttack

在医院人造心脏瓣膜置换术后，患者会存在感染风险。由于感染是极少出现的（<1%），因此患者感染数据集存在比较严重的比例不平衡问题。针对这一问题，本项目对原始数据进行了重采样，避免正例缺失问题，分别训练了ANN、RF和SVM三个模型，结果表明，数据重采样对预测F1值影响极大，结果可以参看f1_score.csv。本项目也是Risk Factor Analysis of Device-related Infections: Value of Re-sampling Method on the Real-World Imbalanced Dataset论文的部分内容。

RouterDelay-KDN

KDN(ANN,RF,SVM,GBDT)-Delay Prediction and Abnormal Detection for Hybrid Cloud based on GBDT，2019 International Conference on Networking and Network Applications (NaNA)

FlowSampling

lzhtan.github.io

Personal Website

ByteTuning

A centralized RoCEv2 ECN/PFC watermark tuning algorithm

LossSight-Dataset

A dataset on in-band network telemetry packet loss

ATS-for-BMv2