Communication complexity and lower bounds on multilective computations

被引:4
作者
Hromkovic, J [1 ]
机构
[1] Univ Technol Aachen, Dept Comp Sci 1, D-52056 Aachen, Germany
来源
RAIRO-INFORMATIQUE THEORIQUE ET APPLICATIONS-THEORETICAL INFORMATICS AND APPLICATIONS | 1999年 / 33卷 / 02期
关键词
communication complexity; lower bounds on complexity; Boolean functions; branching programs; circuits;
D O I
10.1051/ita:1999113
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Communication complexity of two-party (multiparty) protocols has established itself as a successful method for proving lower bounds on the complexity of concrete problems for numerous computing models. While the relations between communication complexity and oblivious, semilective computations are usually transparent and the main difficulty is reduced to proving nontrivial lower bounds on the communication complexity of given computing problems, the situation essentially changes, if one considers non-oblivious or multilective computations. The known lower bound proofs for such computations are far from being transparent and the crucial ideas of these proofs are often hidden behind some nontrivial combinatorial analysis. The aim of this paper is to create a general framework for the use of two-party communication protocols for lower bound proofs on multilective computations. The result of this creation is not only a transparent presentation of some known lower bounds on the complexity of multilective computations on distinct computing models, but also the derivation of new nontrivial lower bounds on multilective VLSI circuits and multilective planar Boolean circuits. In the case of VLSI circuits we obtain a generalization of Thompson's lower bounds on AT(2) complexity for multilective circuits. The Omega(n(2)) lower bound on the number of gates of any k-multilective planar Boolean circuit computing a specific Boolean function of n variables is established for k < 1/2log(2) n. Another advantage of this framework is that it provides lower bounds for a lot of concrete functions. This contrasts to the typical papers devoted to lower bound proofs, where one establishes a lower bound for one or a few specific functions.
引用
收藏
页码:193 / 212
页数:20
相关论文
共 34 条
[1]  
ABELSON H, 1978, P 19 IEEE S FDN COMP, P151
[2]  
AHO AV, 1983, P 15 ANN ACM S THEOR, P133, DOI [DOI 10.1145/800061.808742, 10.1145/800061.808742.]
[3]  
ALON N, 1986, P 27 IEEE FOCS IEE, P410
[4]  
[Anonymous], 1997, COMMUNICATION COMPLE
[5]   MULTIPARTY PROTOCOLS, PSEUDORANDOM GENERATORS FOR LOGSPACE, AND TIME-SPACE TRADE-OFFS [J].
BABAI, L ;
NISAN, N ;
SZEGEDY, M .
JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1992, 45 (02) :204-232
[6]   A very simple function that requires exponential size read-once branching programs [J].
Bollig, B ;
Wegener, I .
INFORMATION PROCESSING LETTERS, 1998, 66 (02) :53-57
[7]  
Borodin A., 1993, Computational Complexity, V3, P1, DOI 10.1007/BF01200404
[8]   A comparison of two lower-bound methods for communication complexity [J].
Dietzfelbinger, M ;
Hromkovic, J ;
Schnitger, G .
THEORETICAL COMPUTER SCIENCE, 1996, 168 (01) :39-51
[9]   ON THE POWER OF MULTIPLE READS IN A CHIP [J].
DURIS, P ;
GALIL, Z .
INFORMATION AND COMPUTATION, 1993, 104 (02) :277-287
[10]  
DURIS P, 1984, P 16 ANN ACM S THEOR, P81