[1] J.B. MacQueen, Some methods for classiﬁcation and analysis of multivariate
observations,in: L.M.L.Cam,J.Neyman(Eds.),ProceedingsoftheFifthBerkeley
Symposium on Mathematical Statistics and Probability, vol. 1, University of
California Press, 1967, pp. 281–297.
[2] S.P.Lloyd,Least squaresquantizationinPCM,IEEETransactionsonInformation
Theory IT-28 (2)(1982) 129–137.
[3] A.K. Jain, M.N. Murty, P.J. Flynn, Data clustering: a review, ACM Computing
Surveys 31 (3)(1999) 264–323.
[4] A.K.Jain,Dataclustering:50yearsbeyondk-means,PatternRecognitionLetters
31 (8)(2010) 651–666.
[5] S. Fouchal, M. Ahat, S.B. Amor, I. Lavallée, M. Bui, Competitive clustering algorithms based on ultrametric properties, Journal of Computational Science,
doi:10.1016/j.jocs.2011.11.004.
[6] F. Gullo, G. Ponti, A. Tagarelli, G. Tradigo, P. Veltri, A time series approach
for clustering mass spectrometry data, Journal of Computational Science 3 (5)
(2012) 344–355.
[7] S. Samsi, A.K. Krishnamurthy, M.N. Gurcan, An efﬁcient computational
frameworkfor theanalysisofwholeslideimages:applicationtofollicular lymphoma immunohistochemistry, Journal of Computational Science 3 (5)(2012)
269–279.
[8] A.W. Moore, Efﬁcient memory based learning for robot control, PhD Thesis.
[9] K. Alsabti, S. Ranka, V. Singh, An efﬁcient K-Means clustering algorithm, in:
Proceedings of FirstWorkshop on High Performance Data Mining, 1998.
[10] D. Pelleg, A. Moore, Accelerating exact K-Means algorithms with geometric
reasoning, in: Proceedings of Fifth ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining, 1999, pp. 277–281.
[11] T. Kanungo, D.M. Mount, N.S. Netanyahu, C.D. Piatko, R. Silverman, A.Y. Wu,
An efﬁcient K-Means clustering algorithm: analysis and implementation, IEEE
Transactions
[12] D.Pettinger,G.DiFatta,Spacepartitioningfor scalablek-means,in:2010Ninth
InternationalConferenceonMachineLearningandApplications(ICMLA),2010,
pp. 319–324.
[13] I.S. Dhillon, D.S. Modha, A data-clustering algorithm on distributed memory
multiprocessors, Large-Scale Parallel Data Mining, LNAI, vol. 1759, 2002, pp.
245–260.
[14] D.Pettinger,G.DiFatta,ScalabilityofefﬁcientparallelK-Means,in:Proceedings
ofthe Fifth IEEE International Conference on e-Science,Workshop on Computational e-Science, 2009, pp. 96–101.
[15] G. Di Fatta, D. Pettinger, Dynamic load balancing in parallel KD-Tree K-Means,
in: Proceedings of the International IEEE Conference on Scalable Computing
and Communications (ScalCom), 2010, pp. 2478–2485.
[16] D.Aloise,A.Deshpande,P.Hansen,P.Popat,Np-hardnessofEuclideansum-ofsquares clustering, Machine Learning 75 (2009) 245–248.
[17] D.Judd,P.K.McKinley,A.K.Jain,Large-scaleparalleldataclustering,IEEETransactions on Pattern Analysis and Machine Intelligence 20 (8)(1998) 871–876.
[18] D. Foti, D. Lipari, C. Pizzuti, D. Talia, Scalable parallel clustering for data mining on multicomputers, in: Proceedings ofthe 15th IPDPS 2000Workshops on
Parallel and Distributed Processing, 2000, pp. 390–398.
[19] MPI Forum, MPI: A Message-Passing Interface Standard, Version 2.2, mpi22-
report.pdf, September 2009. http://www.mpi-forum.org/docs/mpi-2.2/
[20] J.L. Bentley, Multidimensional binary search trees used for associative searching, Communications ofthe ACM 18 (9)(1975) 509–517.
[21] I.Al-furaih, S.Aluru, S.Goil, S.Ranka,Parallel constructionofmultidimensional
binary search trees, IEEE Transactions on Parallel and Distributed Systems 11
(2)(2000) 136–148.
[22] X. Yang, Z.Wang, J.Xue, Y. Zhou, The reliability wallfor exascale supercomputing, IEEE Transactions on Computers 61 (6)(2012) 767–779.
[23] R.DePrisco,A.Fekete,N.Lynch,A.Shvartsman,Adynamicview-orientedgroup
communication service, in: Proceedings ofthe SeventeenthAnnualACMSymposiumonPrinciplesofDistributedComputing,PODC’98,ACM,NewYork,NY,
USA, 1998, pp. 227–236.
[24] A. Schiper, Dynamic group communication, Distributed Computing 18 (2006)
359–374.
[25] J.B. Kruskal, M. Wish, Multidimensional Scaling, Sage University Paper Series
on Quantitative Applications in the Social Sciences, Sage Publications, 07-011,
Beverly Hills and London, 1978.
[26] M. Baker, B. Carpenter, A. Shaﬁ, MPJ Express: towards thread safe Java HPC,
in: Proceedings of the IEEE International Conference on Cluster Computing,
2006.
[27] A.Montresor,M.Jelasity, PeerSim:Ascalable P2P simulator,in: Proceedings of
the Ninth International Conference on Peer-to-Peer (P2P’09), 2009.