CQIC: revisiting cross-layer congestion control for cellular networks, Proc. of HotMobile, 2015. ,
On pre-emption and congestion control for LTE systems, Proc. IEEE VTC, 2010. ,
On the feasibility of bandwidth estimation in 1xEVDO networks, Proc. of ACM Mobicom International Workshop on Mobile Internet Through Cellular Networks (MICNET), 2009. ,
Openairinterface: A flexible platform for 5g research, SIGCOMM Comput. Commun. Rev, vol.44, issue.5, pp.33-38, 2014. ,
Stochastic Forecasts Achieve High Throughput and Low Delay over Cellular Networks, Proc. of Networked Systems Design & Implementation (NSDI), pp.459-472, 2013. ,
, The Elements of Statistical Learning, 2001.
Random forests, Machine learning, vol.45, issue.1, pp.5-32, 2001. ,
Experiences in a 3G Network: Interplay Between the Wireless Channel and Applications, Proc. of ACM MobiCom, pp.211-222, 2008. ,
LinkForecast: Cellular Link Bandwidth Prediction in LTE Networks, IEEE Transactions on Mobile Computing, 2017. ,
Instantaneous throughput prediction in cellular networks: Which information is needed?, IFIP/IEEE International Symposium on Integrated Network Management (IM), 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01535696
Exploiting mobility in proportional fair cellular scheduling: Measurements and algorithms, Proc. of IEEE INFOCOM, 2014. ,
, The Connected Vehicle: Big Data, Big Ppportunities
A tutorial on support vector regression, Statistics and Computing, vol.14, issue.3, 2004. ,
A capacity analysis for the transmission of event and cooperative awareness messages in LTE networks, 18th World Congress on Intelligent Transport Systems, 2011. ,
Coordinating cellular background transfers using LoadSense, Proc. of ACM MobiCom, pp.63-74, 2013. ,
Simon Bias in error estimation when using cross-validation for model selection, BMC Bioinformatics, vol.7, p.91, 2006. ,
Study of OFDM Performance Over AWGNn Channels, 2003. ,
A Comparison of Machine Learning Methods in a High-Dimensional Classification Problem, Business Systems Research, vol.5, issue.3, pp.82-96, 2014. ,
A study of cross-validation and bootstrap for accuracy estimation and model selection, IJCAI, 1995. ,
3GPP LTE Versus IEEE 802.11p/WAVE: Which Technology Is Able to Support Cooperative Vehicular Safety Applications, IEEE Commun. Letters, vol.1, issue.2, pp.125-153, 2012. ,
Comparison of Different Scheduling Algorithm for LTE, International Journal of Emerging Technology and Advanced Engineering, vol.4, pp.334-339, 2014. ,
The Predictive Sample Reuse Method with Applications, Journal of the American Statistical Association, vol.70, issue.350, pp.320-328, 1975. ,