Internet Performance Prediction Framework Based on PingER Dataset
暂无分享,去创建一个
Wei Zhang | Saqib Ali | Guojun Wang | Xiaofei Xing | Wei Zhang | Xiaofei Xing | Guojun Wang | Saqib Ali
[1] Tianqi Chen,et al. XGBoost: A Scalable Tree Boosting System , 2016, KDD.
[2] C. L. Wu,et al. Methods to improve neural network performance in daily flows prediction , 2009 .
[3] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[4] Leo Guelman,et al. Gradient boosting trees for auto insurance loss cost modeling and prediction , 2012, Expert Syst. Appl..
[5] K. Hasan,et al. Comparative study of wavelet-ARIMA and wavelet-ANN models for temperature time series data in northeastern Bangladesh , 2017 .
[6] Vaibhav Bajpai,et al. Lessons Learned From Using the RIPE Atlas Platform for Measurement Research , 2015, CCRV.
[7] Jukka Manner,et al. Netradar - Measuring the wireless world , 2013, 2013 11th International Symposium and Workshops on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt).
[8] Shi Dong,et al. Network traffic prediction based on ARFIMA model , 2013, ArXiv.
[9] Bo Li,et al. Network traffic prediction based on a new time series model , 2005, Int. J. Commun. Syst..
[10] Saqib Ali,et al. Internet Performance Analysis of South Asian Countries Using End-to-End Internet Performance Measurements , 2017, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC).
[11] Fengying Cui. Study of Traffic Flow Prediction Based on BP Neural Network , 2010, 2010 2nd International Workshop on Intelligent Systems and Applications.
[12] Nick Feamster,et al. BISmark: A Testbed for Deploying Measurements and Applications in Broadband Access Networks , 2014, USENIX ATC.
[13] Sanjay Kumar,et al. Intuitionistic Fuzzy Time Series: An Approach for Handling Nondeterminism in Time Series Forecasting , 2016, IEEE Transactions on Fuzzy Systems.
[14] Chen Hongxin. Network traffic prediction based on Extreme Learning Machine and Least Square Support Vector Machine , 2015 .
[15] D. Martin Swany,et al. PerfSONAR: A Service Oriented Architecture for Multi-domain Network Monitoring , 2005, ICSOC.
[16] Les Cottrell,et al. The PingER project: active Internet performance monitoring for the HENP community , 2000, IEEE Commun. Mag..
[17] Abhay Bansal,et al. Analysis and clustering of PingER network data , 2016, 2016 6th International Conference - Cloud System and Big Data Engineering (Confluence).
[18] Bruce M. Maggs,et al. The Internet at the Speed of Light , 2014, HotNets.
[19] Zheng Weiyon. Network traffic combination forecasting based on encompassing tests and Support Vector Machine , 2013 .
[20] Saqib Ali,et al. Substituting Missing Values in End-to-End Internet Performance Measurements Using k-Nearest Neighbors , 2018, 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech).
[21] Xiaosheng Wang,et al. Uncertain linear regression model and its application , 2017, J. Intell. Manuf..
[22] Alan Fern,et al. Gradient Boosting for Sequence Alignment , 2006, AAAI.
[23] Henry X. Liu,et al. Short Term Traffic Forecasting Using the Local Linear Regression Model , 2002 .
[24] Victoria J. Hodge,et al. A Survey of Outlier Detection Methodologies , 2004, Artificial Intelligence Review.
[25] Saqib Ali,et al. A Blockchain-Based Decentralized Data Storage and Access Framework for PingER , 2018, 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).
[26] Vern Paxson. End-to-end internet packet dynamics , 1999, TNET.
[27] Pengjian Shang,et al. Nonlinear analysis of traffic time series at different temporal scales , 2006 .
[28] Dulakshi S. K. Karunasinghe,et al. Chaotic time series prediction with a global model: Artificial neural network , 2006 .
[29] Enrico Gregori,et al. Smartphone-based crowdsourcing for network monitoring: Opportunities, challenges, and a case study , 2014, IEEE Communications Magazine.
[30] Henry X. Liu,et al. Use of Local Linear Regression Model for Short-Term Traffic Forecasting , 2003 .
[31] Saqib Ali,et al. Detecting Anomalies from End-to-End Internet Performance Measurements (PingER) Using Cluster Based Local Outlier Factor , 2017, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC).
[32] Abdelfettah Belghith,et al. Hybrid Live P2P Streaming Protocol , 2014, ANT/SEIT.