Abstract
Given an input array of n real numbers, sorting with padding λ consists in writing those numbers in order in an array of size (1+λ)n, thus leaving λn entries empty. Only comparisons are allowed between the numbers to be sorted. We describe an algorithm that, with nk processors in the CRCW PRAM model, sorts the input array with padding o(1) using time O(logk n log*(logk n) + loglogk). This improves a previous algorithm with time bound O(logk n (loglog k)3 · 2C(log* n-log* k)). The best known lower bound is Ω(logk n).
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References
P. K. Agarwal. Geometric partitioning and its applications. In J. E. Goodman, R. Pollack, and W. Steiger, Eds., Computational Geometry: Papers from the DIMACS Special Year. Amer. Math. Soc., 1991.
M. Ajtai. Approximate counting with uniform constant depth circuits. In J.-Y. Cai, Ed., Advances in Computational Complexity Theory, DIMACS Series in Discrete Mathematics and Theoretical Computer Science. 1–20. Amer. Math. Soc., 1993.
N. Alon and Y. Azar. The average complexity of deterministic and randomized parallel comparison sorting algorithms. SIAM. J. Comput., 17 (1988) 1178–1192.
N. Alon, L. Babai and A. Itai. A Fast and Simple Randomized Parallel Algorithm for the Maximal Independent Set Problem. J. Algorithms, 7 (1986) 567–583.
N. Alon, O. Goldreich, J. Hastad and R. Peralta. Simple Constructions of Almost k-wise Independent Random Variables. Rand. Struct. and Alg., 3 (1992) 289–304.
Y. Azar and U. Vishkin. Tight comparison bounds on the complexity of parallel sorting. SIAM. J. Comput., 16 (1987) 458–464.
N.M. Amato, M.T. Goodrich, and E.A. Ramos. Parallel algorithms for higher-dimensional convex hulls. FOCS’94, 683–694.
N. M. Amato, M. T. Goodrich and E. A. Ramos. Computing faces in segment and simplex arrangements. STOC’85, 672–682.
P. Beame and J. Hastad. Optimal bounds for decision problems on the CRCW PRAM. J. ACM, 36 (1989) 643–670.
M. Bellare and J. Rompel. Randomness-effcient oblivious sampling. FOCS’94, 276–287.
R.B. Boppana. The average-case parallel complexity of sorting. IPL 33 (1989) 145–146.
S. Chaudhuri, T. Hagerup and R. Raman. Approximate and exact deterministic parallel selection. Technical Report MPII, MPI-I-93-118, 1993.
B. Chazelle. Cutting hyperplanes for divide-and-conquer. Discrete Comput. Geom., 9 (1993) 145–158.
B. Chazelle. An optimal convex hull algorithm in any fixed dimension. Discrete Comput. Geom., 10 (1993) 377–409.
B. Chazelle and J. Friedman. A deterministic view of random sampling and its use in geometry. Combinatorica, 10 (1990) 229–249.
B. Chazelle and J. Matousek. On linear-time deterministic algorithms for optimization problems in fixed dimension. SODA’93, 281–290.
R. Cole. Parallel merge sort. SIAM J. Comput., 17 (1988) 770–785.
R. Cole. An optimally efficient selection algorithm. IPL, 26 (1988) 295–299.
M. L. Fredman, J. Komlos and E. Szemerédi. Storing a sparse table with O(1) worst case access time. J. ACM, 31 (1984) 538–544.
T. Goldberg and U. Zwick. Optimal deterministic approximate parallel prefix sums and their applications. In Proc. 4th IEEE Israel Symp. on Theory of Comput. and Sys, 220–228, 1995.
M.T. Goodrich. Geometric partitioning made easier, even in parallel. In Proc. 9th Annu. ACM Sympos. Comput. Geom., 73–82, 1993.
M.T. Goodrich. Fixed-dimensional parallel linear programming via relative ε-approximations. SODA’96, 132–141.
M. T. Goodrich, Y. Matias and U. Vishkin. Approximate parallel prefix computation and its applications. IPPS’93, 318–325.
M. T. Goodrich and E. A. Ramos. Bounded independence derandomization of geometric partitioning with applications to parallel fixed-dimensional linear programming. Discrete Comput. Geom., 18 (1997) 397–420.
T. Hagerup and R. Raman. Waste makes haste: tight bounds for loose parallel sorting. FOCS’92, 628–637.
T. Hagerup and R. Raman. Fast deterministic approximate and exact parallel sorting. SPAA’93, 346–355.
D. Haussler and E. Welzl. Epsilon-nets and simplex range queries. Discrete Comput. Geom., 2 (1987) 127–151.
A. Joffe. On a set of almost deterministic k-independent random variables. Annals of Probability, 2 (1974) 161–162.
H. Karloff and Y. Mansour. On construction of k-wise independent random variables. STOC’94, 564–573.
M. Luby. A simple parallel algorithm for the maximal independent set problem. SIAM J. Comput., 15 (1986) 1036–1053.
P. MacKenzie and Q. Stout. Ultrafast expected time parallel algorithms. SODA’91, 414–423.
J. Matousek. Approximations and optimal geometric divide-and-conquer. STOC’91, 505–511.
J. Matousek. Cutting hyperplane arrangements. Discrete Comput. Geom., 6 (1991) 385–406.
K. Mulmuley. Computational Geometry: An Introduction Through Randomized Algorithms. Prentice Hall, Englewood Cliffs, NJ, 1993.
J. Naor and M. Naor. Small-bias probability spaces: efficient constructions and applications. SIAM J. Comput., 22 (1993) 838–856.
S. Rajasekaran and J. Reif. Optimal and sublogarithmic time randomized parallel sorting algorithms. SIAM J. Comput., 18 (1989) 594–607.
J. P. Schmidt, A. Siegel, and A. Srinivasan. Chernoff-Hoeffding bounds for applications with limited independence. SODA’93, 331–340.
V.N. Vapnik and A.Y. Chervonenkis. On the uniform convergence of relative frequencies of events to their probabilities. Theory Probab. Appl., 16 (1971) 264–280.
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Chong, K.W., Ramos, E.A. (1998). Improved Deterministic Parallel Padded Sorting. In: Bilardi, G., Italiano, G.F., Pietracaprina, A., Pucci, G. (eds) Algorithms — ESA’ 98. ESA 1998. Lecture Notes in Computer Science, vol 1461. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-68530-8_34
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