F. Lu, H. Du, A. Jain, G. M. Voelker, A. C. Snoeren et al., CQIC: revisiting cross-layer congestion control for cellular networks, Proc. of HotMobile, 2015.

R. Kwan, R. Arnott, R. Trivisonno, and M. Kubota, On pre-emption and congestion control for LTE systems, Proc. IEEE VTC, 2010.

D. Koutsonikolas and Y. C. Hu, On the feasibility of bandwidth estimation in 1xEVDO networks, Proc. of ACM Mobicom International Workshop on Mobile Internet Through Cellular Networks (MICNET), 2009.

N. Nikaein, M. K. Marina, S. Manickam, A. Dawson, R. Knopp et al., Openairinterface: A flexible platform for 5g research, SIGCOMM Comput. Commun. Rev, vol.44, issue.5, pp.33-38, 2014.

K. Winstein, A. Sivaraman, and H. Balakrishnan, Stochastic Forecasts Achieve High Throughput and Low Delay over Cellular Networks, Proc. of Networked Systems Design & Implementation (NSDI), pp.459-472, 2013.

J. Friedman, T. Hastie, and R. Tibshirani, The Elements of Statistical Learning, 2001.

L. Breiman, Random forests, Machine learning, vol.45, issue.1, pp.5-32, 2001.

X. Liu, A. Sridharan, S. Machiraju, M. Seshadri, and H. Zang, Experiences in a 3G Network: Interplay Between the Wireless Channel and Applications, Proc. of ACM MobiCom, pp.211-222, 2008.

C. Yue, . Jin, Y. Suh, . Qin, . Wang et al., LinkForecast: Cellular Link Bandwidth Prediction in LTE Networks, IEEE Transactions on Mobile Computing, 2017.

A. Samba, Y. Busnel, A. Blanc, P. Dooze, and G. Simon, 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

R. Margolies, A. Sridharan, V. Aggarwal, R. Jana, N. K. Shankaranarayanan et al., Exploiting mobility in proportional fair cellular scheduling: Measurements and algorithms, Proc. of IEEE INFOCOM, 2014.

, The Connected Vehicle: Big Data, Big Ppportunities

A. J. Smola and B. Sch¨olkopf, A tutorial on support vector regression, Statistics and Computing, vol.14, issue.3, 2004.

M. Phan, R. Rembarz, and S. Sories, A capacity analysis for the transmission of event and cooperative awareness messages in LTE networks, 18th World Congress on Intelligent Transport Systems, 2011.

A. Chakraborty, V. Navda, V. N. Padmanabhan, and R. Ramjee, Coordinating cellular background transfers using LoadSense, Proc. of ACM MobiCom, pp.63-74, 2013.

S. Varma and R. , Simon Bias in error estimation when using cross-validation for model selection, BMC Bioinformatics, vol.7, p.91, 2006.

E. Bolat, Study of OFDM Performance Over AWGNn Channels, 2003.

Z. Su?ac, M. Pfeifer, S. ?arlija, and N. , A Comparison of Machine Learning Methods in a High-Dimensional Classification Problem, Business Systems Research, vol.5, issue.3, pp.82-96, 2014.

R. Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection, IJCAI, 1995.

A. Vinel, 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.

R. Trivedi and M. Patel, Comparison of Different Scheduling Algorithm for LTE, International Journal of Emerging Technology and Advanced Engineering, vol.4, pp.334-339, 2014.

S. Geisser, The Predictive Sample Reuse Method with Applications, Journal of the American Statistical Association, vol.70, issue.350, pp.320-328, 1975.