A Strong Direct Product Theorem for Corruption and the Multiparty Communication Complexity of Disjointness

Abstract.We prove that two-party randomized communication complexity satisfies a strong direct product property, so long as the communication lower bound is proved by a “corruption” or “one-sided discrepancy” method over a rectangular distribution. We use this to prove new nΩ(1) lower bounds for 3-player number-on-the-forehead protocols in which the first player speaks once and then the other two players proceed arbitrarily. Using other techniques, we also establish an Ω(n1/(k−1)/(k − 1)) lower bound for k-player randomized number-on-the-forehead protocols for the disjointness function in which all messages are broadcast simultaneously. A simple corollary of this is that general randomized number-on-the-forehead protocols require Ω(log n/(k − 1)) bits of communication to compute the disjointness function.

[1]  E. Kushilevitz,et al.  Communication Complexity: Basics , 1996 .

[2]  Bala Kalyanasundaram,et al.  The Probabilistic Communication Complexity of Set Intersection , 1992, SIAM J. Discret. Math..

[3]  Ran Raz,et al.  A parallel repetition theorem , 1995, STOC '95.

[4]  Fan Chung Graham,et al.  Communication Complexity and Quasi Randomness , 1993, SIAM J. Discret. Math..

[5]  Subhash Khot,et al.  Near-optimal lower bounds on the multi-party communication complexity of set disjointness , 2003, 18th IEEE Annual Conference on Computational Complexity, 2003. Proceedings..

[6]  Jaikumar Radhakrishnan,et al.  A Direct Sum Theorem in Communication Complexity via Message Compression , 2003, ICALP.

[7]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[8]  Eyal Kushilevitz,et al.  Fractional covers and communication complexity , 1992, [1992] Proceedings of the Seventh Annual Structure in Complexity Theory Conference.

[9]  Noam Nisan,et al.  Multiparty Protocols, Pseudorandom Generators for Logspace, and Time-Space Trade-Offs , 1992, J. Comput. Syst. Sci..

[10]  Jin-Yi Cai Lower bounds for constant depth circuits in the presence of help bits , 1989, 30th Annual Symposium on Foundations of Computer Science.

[11]  Avi Wigderson,et al.  A direct sum theorem for corruption and the multiparty NOF communication complexity of set disjointness , 2005, 20th Annual IEEE Conference on Computational Complexity (CCC'05).

[12]  Peter Frankl,et al.  Complexity classes in communication complexity theory , 1986, 27th Annual Symposium on Foundations of Computer Science (sfcs 1986).

[13]  Michael E. Saks,et al.  Products and Help Bits in Decision Trees , 1999, SIAM J. Comput..

[14]  Hartmut Klauck,et al.  Quantum and classical strong direct product theorems and optimal time-space tradeoffs , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[15]  Andrew Chi-Chih Yao,et al.  Informational complexity and the direct sum problem for simultaneous message complexity , 2001, Proceedings 2001 IEEE International Conference on Cluster Computing.

[16]  Ziv Bar-Yossef,et al.  Information theory methods in communication complexity , 2002, Proceedings 17th IEEE Annual Conference on Computational Complexity.

[17]  Vince Grolmusz,et al.  The BNS Lower Bound for Multi-Party Protocols in Nearly Optimal , 1994, Inf. Comput..

[18]  Ran Raz,et al.  The BNS-Chung criterion for multi-party communication complexity , 2000, computational complexity.

[19]  Noga Alon,et al.  The Space Complexity of Approximating the Frequency Moments , 1999 .

[20]  Michael E. Saks,et al.  Space lower bounds for distance approximation in the data stream model , 2002, STOC '02.

[21]  Hartmut Klauck,et al.  Rectangle size bounds and threshold covers in communication complexity , 2002, 18th IEEE Annual Conference on Computational Complexity, 2003. Proceedings..

[22]  Denis Thérien,et al.  Computational complexity questions related to finite monoids and semigroups , 2003 .

[23]  Toniann Pitassi,et al.  Lower Bounds for Lov[a-acute]sz--Schrijver Systems and Beyond Follow from Multiparty Communication Complexity , 2007, SIAM J. Comput..

[24]  Ravi Kumar,et al.  An information statistics approach to data stream and communication complexity , 2004, J. Comput. Syst. Sci..

[25]  Ran Raz,et al.  Direct product results and the GCD problem, in old and new communication models , 1997, STOC '97.

[26]  Noam Nisan,et al.  On Yao's XOR-Lemma , 1995, Electron. Colloquium Comput. Complex..

[27]  Satyanarayana V. Lokam,et al.  Communication Complexity of Simultaneous Messages , 2003, SIAM J. Comput..

[28]  Alexander A. Razborov,et al.  On the Distributional Complexity of Disjointness , 1992, Theor. Comput. Sci..

[29]  Thomas P. Hayes,et al.  The Cost of the Missing Bit: Communication Complexity with Help , 1998, STOC '98.

[30]  Richard J. Lipton,et al.  Multi-party protocols , 1983, STOC.

[31]  Toniann Pitassi,et al.  Lower bounds for Lov´ asz-Schrijver systems and beyond, using multiparty communication complexity , 2005 .

[32]  Noam Nisan,et al.  Rounds in Communication Complexity Revisited , 1993, SIAM J. Comput..

[33]  Ronen Shaltiel Towards proving strong direct product theorems , 2003, computational complexity.

[34]  Ran Raz,et al.  Super-logarithmic depth lower bounds via direct sum in communication complexity , 1991, [1991] Proceedings of the Sixth Annual Structure in Complexity Theory Conference.