Inmon corporation's sflow: A method for monitoring traffic in switched and routed networks, Tech. Rep, 2001. ,
, Open vSwitch -Production Quality, Multilayer Open Virtual Switch
Inside the social network's (datacenter) network, Computer Communication Review, vol.45, issue.5, 2015. ,
On the cost of measuring traffic in a virtualized environment, IEEE CloudNet, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01870293
Network monitoring in software-defined networking: A review, IEEE Systems Journal, issue.99, 2018. ,
Cloudhealth: a model-driven approach to watch the health of cloud services, IEEE/ACM 1st international workshop on Software Health (SoHeal), 2018. ,
Deploying time-based sampling techniques in software-defined networking, IEEE SoftCOM, 2018. ,
Opensample: A low-latency, sampling-based measurement platform for commodity sdn, IEEE ICDCS, 2014. ,
Knowledge-defined networking, ACM SIGCOMM Computer Communication Review, 2017. ,
Evaluating machine learning algorithms for anomaly detection in clouds, IEEE Big Data, 2016. ,
Towards blackbox anomaly detection in virtual network functions, IEEE/IFIP DSN-W, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01419016
State-of-the-art deep learning: Evolving machine intelligence toward tomorrows intelligent network traffic control systems, IEEE Communications Surveys & Tutorials, vol.19, issue.4, 2017. ,
A supervised machine learning approach to classify host roles on line using sflow, Workshop on High performance and programmable networking, 2013. ,
Payless: A low cost network monitoring framework for software defined networks, IEEE NOMS, 2014. ,
A comparison of performance and accuracy of measurement algorithms in software, Symposium on SDN Research, 2018. ,
Living on the edge: Monitoring network flows at the edge in cloud data centers, IEEE COMSNETS, 2013. ,
Scikit-learn: Machine learning in Python, Journal of Machine Learning Research, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
, The ultimate speed test tool for TCP, UDP and SCTP
Mining high-speed data streams, KDD, vol.2, 2000. ,
Scikit-multiflow: a multi-output streaming framework, The Journal of Machine Learning Research, vol.19, issue.1, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02287993