Interactive communication: balanced distributions, correlated files, and average-case complexity

Suppose (X,Y) is a pair of random variables distributed over a support set S. Person P/sub x/ knows X, person P/sub y/ knows Y, and both know S. Using a predetermined protocol, they exchange binary messages in order for P/sub y/ to learn X. P/sub x/ may or may not learn Y. Bounds on communication complexity are obtained and used to obtain efficient protocols for the correlated files problem where X and Y are binary strings (files) within a small edit distance from each other. The average number of bits required for P/sub y/ to learn X when at most m messages are permitted is also determined.<<ETX>>

[1]  János Komlós,et al.  Storing a sparse table with O(1) worst case access time , 1982, 23rd Annual Symposium on Foundations of Computer Science (sfcs 1982).

[2]  J. Spencer Ten lectures on the probabilistic method , 1987 .

[3]  J.L. Massey,et al.  Theory and practice of error control codes , 1986, Proceedings of the IEEE.

[4]  Alon Orlitsky,et al.  Worst-case interactive communication - II: Two messages are not optimal , 1991, IEEE Trans. Inf. Theory.

[5]  H. S. WITSENHAUSEN,et al.  The zero-error side information problem and chromatic numbers (Corresp.) , 1976, IEEE Trans. Inf. Theory.

[6]  Peter Elias,et al.  Universal codeword sets and representations of the integers , 1975, IEEE Trans. Inf. Theory.

[7]  Harold Abelson,et al.  Lower bounds on information transfer in distributed computations , 1978, 19th Annual Symposium on Foundations of Computer Science (sfcs 1978).

[8]  Zvi Galil,et al.  Lower bounds on communication complexity , 1984, STOC '84.

[9]  Andrew Chi-Chih Yao,et al.  Some complexity questions related to distributive computing(Preliminary Report) , 1979, STOC.

[10]  Noam Nisan,et al.  Rounds in communication complexity revisited , 1991, STOC '91.

[11]  Alon Orlitsky,et al.  Worst-case interactive communication I: Two messages are almost optimal , 1990, IEEE Trans. Inf. Theory.

[12]  Alon Orlitsky,et al.  Interactive Data Comparison , 1984, FOCS.

[13]  J. Komlos,et al.  On the Size of Separating Systems and Families of Perfect Hash Functions , 1984 .

[14]  Christos H. Papadimitriou,et al.  Communication complexity , 1982, STOC '82.

[15]  J. Körner Fredman-Kolmo´s bounds and information theory , 1986 .

[16]  Jack K. Wolf,et al.  Noiseless coding of correlated information sources , 1973, IEEE Trans. Inf. Theory.

[17]  W. W. Peterson,et al.  Error-Correcting Codes. , 1962 .