Title :
A parallel parsing VLSI architecture for arbitrary context free grammars
Author :
Koulouris, Andreas ; Koziris, Nectarios ; Andronikos, Theodore ; Papakonstantinou, George ; Tsanakas, Panayotis
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece
Abstract :
We propose a fixed size one dimensional VLSI architecture for the parallel parsing of arbitrary context free (CF) grammars, based on Earley´s algorithm. The algorithm is transformed into an equivalent double nested loop with loop carried dependencies. We first map the algorithm into a 1D array with unbounded number of cells. The time complexity of this architecture is O(n), which is optimal. We next propose the partitioning into a fixed number of off the shelf processing elements. Two alternative partitioning strategies are presented considering restrictions, not only in the number of the cells, but also in the inner structure of each cell. In the most restricted case, the proposed architecture has time complexity O(n3/p*k), where p is the number of available cells and the elements inside each cell are at most k
Keywords :
VLSI; computational complexity; context-free grammars; parallel architectures; parallel programming; program control structures; 1D array; CF grammars; Earley algorithm; arbitrary context free grammars; equivalent double nested loop; fixed size one dimensional VLSI architecture; loop carried dependencies; off the shelf processing elements; parallel parsing VLSI architecture; partitioning strategies; time complexity; Computer architecture; Concurrent computing; Delay; Dynamic programming; Laboratories; Natural languages; Partitioning algorithms; Pattern recognition; Systolic arrays; Very large scale integration;
Conference_Titel :
Parallel and Distributed Systems, 1998. Proceedings. 1998 International Conference on
Conference_Location :
Tainan
Print_ISBN :
0-8186-8603-0
DOI :
10.1109/ICPADS.1998.741168