J. Abello, F. Van-ham, and N. Krishnan, ASK-GraphView: A Large Scale Graph Visualization System, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.669-676, 2006.
DOI : 10.1109/TVCG.2006.120

D. Auber and F. Jourdan, Interactive Refinement of Multi-scale Network Clusterings, Ninth International Conference on Information Visualisation (IV'05), pp.703-709, 2005.
DOI : 10.1109/IV.2005.65
URL : https://hal.archives-ouvertes.fr/hal-00307633

F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach et al., Bigtable, ACM Transactions on Computer Systems, vol.26, issue.2, p.4, 2008.
DOI : 10.1145/1365815.1365816

H. Chen, W. Chen, H. Mei, Z. Liu, K. Zhou et al., Visual Abstraction and Exploration of Multi-class Scatterplots, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.1683-1692, 2014.
DOI : 10.1109/TVCG.2014.2346594

E. Cho, S. A. Myers, and J. Leskovec, Friendship and mobility, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, pp.1082-1090, 2011.
DOI : 10.1145/2020408.2020579

E. Cutrell and Z. Guan, What are you looking for?, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '07, pp.407-416, 2007.
DOI : 10.1145/1240624.1240690

J. Dean and S. Ghemawat, MapReduce, Communications of the ACM, vol.51, issue.1, pp.107-113, 2008.
DOI : 10.1145/1327452.1327492

J. Delort, Vizualizing Large Spatial Datasets in Interactive Maps, 2010 Second International Conference on Advanced Geographic Information Systems, Applications, and Services, pp.33-38, 2010.
DOI : 10.1109/GEOProcessing.2010.13

A. Eldawy, M. F. Mokbel, S. Alharthi, A. Alzaidy, K. Tarek et al., SHAHED: A MapReduce-based system for querying and visualizing spatio-temporal satellite data, 2015 IEEE 31st International Conference on Data Engineering, 2015.
DOI : 10.1109/ICDE.2015.7113427

N. Elmqvist and J. Fekete, Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines, IEEE Transactions on Visualization and Computer Graphics, vol.16, issue.3, pp.439-454, 2010.
DOI : 10.1109/TVCG.2009.84
URL : https://hal.archives-ouvertes.fr/hal-00696751

D. Fisher, Hotmap: Looking at Geographic Attention, IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1184-1191, 2007.
DOI : 10.1109/TVCG.2007.70561

M. Goldberg, The Packing of Equal Circles in a Square, Mathematics Magazine, vol.43, issue.1, pp.24-30, 1970.
DOI : 10.2307/2688107

M. Hadwiger, J. Beyer, W. Jeong, and H. Pfister, Interactive Volume Exploration of Petascale Microscopy Data Streams Using a Visualization-Driven Virtual Memory Approach, IEEE Transactions on Visualization and Computer Graphics, vol.18, issue.12, pp.2285-2294, 2012.
DOI : 10.1109/TVCG.2012.240

H. Hotta and M. Hagiwara, Online Geovisualization with Fast Kernel Density Estimator, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, pp.622-625, 2009.
DOI : 10.1109/WI-IAT.2009.105

C. Hurter, O. Ersoy, and A. Telea, Graph Bundling by Kernel Density Estimation, Computer Graphics Forum, pp.865-874
DOI : 10.1111/j.1467-8659.2012.03079.x
URL : https://hal.archives-ouvertes.fr/hal-01022472

G. Kindlmann and C. Scheidegger, An Algebraic Process for Visualization Design, InfoVis. IEEE, 2014.
DOI : 10.1109/TVCG.2014.2346325

O. D. Lampe and H. Hauser, Interactive visualization of streaming data with Kernel Density Estimation, 2011 IEEE Pacific Visualization Symposium, pp.171-178, 2011.
DOI : 10.1109/PACIFICVIS.2011.5742387

C. Li, G. Baciu, and Y. Han, Interactive visualization of high density streaming points with heat-map, 2014 International Conference on Smart Computing, pp.145-149, 2014.
DOI : 10.1109/SMARTCOMP.2014.7043852

Z. Liu, B. Jiang, and J. Heer, : Real-time Visual Querying of Big Data, Computer Graphics Forum, vol.18, issue.12, pp.421-430
DOI : 10.1111/cgf.12129

S. ?ukasik, Parallel Computing of Kernel Density Estimates with MPI, Computational Science?ICCS, pp.726-733, 2007.
DOI : 10.1007/978-3-540-72588-6_120

A. Mayorga and M. Gleicher, Splatterplots: Overcoming Overdraw in Scatter Plots, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.9, pp.1526-1538, 2013.
DOI : 10.1109/TVCG.2013.65

A. Mccallum, K. Nigam, and L. H. Ungar, Efficient clustering of high-dimensional data sets with application to reference matching, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '00, pp.169-178, 2000.
DOI : 10.1145/347090.347123

S. Meier, F. Heidmann, and A. Thom, Heattile, a New Method for Heatmap Implementations for Mobile Web-Based Cartographic Applications, Thematic Cartography for the Society, Lecture Notes in Geoinformation and Cartography, pp.33-44, 2014.
DOI : 10.1007/978-3-319-08180-9_4

P. D. Michailidis and K. G. Margaritis, Accelerating kernel density estimation on the GPU using the CUDA framework, Applied Mathematical Sciences, vol.7, issue.30, pp.1447-1476, 2013.
DOI : 10.12988/ams.2013.13133

P. D. Michailidis and K. G. Margaritis, Parallel Computing of Kernel Density Estimation with Different Multi-core Programming Models, 2013 21st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, pp.77-85, 2013.
DOI : 10.1109/PDP.2013.20

E. Parzen, On Estimation of a Probability Density Function and Mode, The Annals of Mathematical Statistics, vol.33, issue.3, pp.1065-1076, 1962.
DOI : 10.1214/aoms/1177704472

M. Rosenblatt, Remarks on Some Nonparametric Estimates of a Density Function, The Annals of Mathematical Statistics, vol.27, issue.3, pp.832-837, 1956.
DOI : 10.1214/aoms/1177728190

B. W. Silverman, Density estimation for statistics and data analysis, 1986.
DOI : 10.1007/978-1-4899-3324-9

R. Van-liere and W. Leeuw, Graphsplatting: visualizing graphs as continuous fields, IEEE Transactions on Visualization and Computer Graphics, vol.9, issue.2, pp.206-212, 2003.
DOI : 10.1109/TVCG.2003.1196007

H. T. Vo, J. Bronson, B. Summa, J. L. Comba, J. Freire et al., Parallel visualization on large clusters using MapReduce, 2011 IEEE Symposium on Large Data Analysis and Visualization, pp.81-8855, 2007.
DOI : 10.1109/LDAV.2011.6092321

Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, Image Quality Assessment: From Error Visibility to Structural Similarity, IEEE Transactions on Image Processing, vol.13, issue.4, pp.600-612, 2004.
DOI : 10.1109/TIP.2003.819861

M. Zaharia, M. Chowdhury, T. Das, A. Dave, J. Ma et al., Resilient Distributed Datasets, Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation, pp.2-2, 2012.
DOI : 10.1145/2886107.2886110

Y. Zheng, J. Jestes, J. M. Phillips, and F. Li, Quality and efficiency for kernel density estimates in large data, Proceedings of the 2013 international conference on Management of data, SIGMOD '13, pp.433-444, 2013.
DOI : 10.1145/2463676.2465319

T. Zinner, O. Hohlfeld, O. Abboud, and T. Hoßfeld, Impact of frame rate and resolution on objective QoE metrics, 2010 Second International Workshop on Quality of Multimedia Experience (QoMEX), pp.29-34, 2010.
DOI : 10.1109/QOMEX.2010.5518277

M. Zinsmaier, U. Brandes, O. Deussen, and H. Strobelt, Interactive Level-of-Detail Rendering of Large Graphs, IEEE Transactions on Visualization and Computer Graphics, vol.18, issue.12, pp.2486-2495, 2012.
DOI : 10.1109/TVCG.2012.238