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\bibitem{DhillonModha2000}
I.~S. Dhillon and D.~S. Modha, ``A data-clustering algorithm on distributed
  memory multiprocessors,'' in \emph{Revised Papers from Large-Scale Parallel
  Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD}.\hskip 1em
  plus 0.5em minus 0.4em\relax London, UK: Springer-Verlag, 2000, pp. 245--260.

\bibitem{KMeansJoshi}
M.~N.Joshi, ``Parallel k-means algorithm on distributed memory
  multiprocessors,'' \emph{?}, spring 2003.

\bibitem{MapReduce2004}
J.~Dean and S.~Ghemawat, ``Mapreduce: simplified data processing on large
  clusters,'' in \emph{OSDI'04: Proceedings of the 6th conference on Symposium
  on Opearting Systems Design \& Implementation}.\hskip 1em plus 0.5em minus
  0.4em\relax Berkeley, CA, USA: USENIX Association, 2004, pp. 10--10.

\bibitem{AzureKMeans}
M.~Durut and F.~Rossi, ``K-means on azure,'' in \emph{LCCC: NIPS 2010 Workshop
  on Learning on Cores, Clusters and Clouds}, Whistler, Canada, December 2010.

\bibitem{DurutRossiEsann2011}
------, ``Communication challenges in cloud k-means,'' in \emph{Proceedings of
  XIXth European Symposium on Artificial Neural Networks (ESANN 2011)}, Bruges,
  Belgique, April 2011, pp. 387--392.

\bibitem{TSI1}
J.~Tsitsiklis, D.~Bertsekas, and M.~Athans, ``Distributed asynchronous
  deterministic and stochastic gradient optimization algorithms,''
  \emph{Automatic Control, IEEE Transactions on}, vol.~31, no.~9, pp. 803--812,
  Sep. 1986.

\bibitem{LAN1}
M.~Zinkevich, A.~Smola, and J.~Langford, ``Slow learners are fast,'' in
  \emph{Advances in Neural Information Processing Systems 22}, Y.~Bengio,
  D.~Schuurmans, J.~Lafferty, C.~K.~I. Williams, and A.~Culotta, Eds., 2009,
  pp. 2331--2339.

\bibitem{LOU1}
P.~G. Gilles~Louppe, ``A zealous parallel gradient descent algorithm,''
  \emph{NIPS Workshop}, 2010.

\end{thebibliography}
