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Item type:Item, SOME COMBINATORIAL ASPECTS OF PARALLEL ALGORITHM DESIGN FOR MATRIX MULTIPLICATION(1992-03-01) ;TSAY, JC ;SY, Y ;工學院College of EngineeringIn this paper, some combinatorial characteristics of matrix multiplication on regular two-dimensional arrays are studied. From the studies, we are able to design many efficient varieties of the cylindrical array and the two-layered mesh array for matrix multiplication. To design a cylindrical array for matrix multiplication, a systematic design procedure is proposed. In this design procedure, Latin square (a special type of matrix) plays an important role. To design a two-layered mesh array, we find that there is a transformation procedure to transform a cylindrical array to a two-layered mesh array.Item type:Item, UNIFIED APPROACH TO DESIGNING PARALLEL WINOGRAD ALGORITHMS(1994-05-01) ;YUAN, S ;TSAY, JC ;交大名義發表 ;工學院National Chiao Tung UniversityAlthough the recurrence equation for the Winograd algorithm is uniform, no unified approach has been proposed to design parallel Winograd algorithms. In the paper the authors propose a unified approach to designing parallel Winograd algorithms. Using this approach, several parallel algorithms are designed. These algorithms are executed on regular arrays including conventional systolic arrays and nonplanar regular arrays. A comparison of their performance is given.Item type:Item, A FAMILY OF EFFICIENT REGULAT ARRAYS FOR ALGEBRAIC PATH PROBLEM(1994-07-01) ;CHANG, PY ;TSAY, JC ;交大名義發表 ;工學院National Chiao Tung UniversityIt has been shown that the method of decomposing a dependence graph into multiple phases with appropriate m-phase schedule function is useful for designing faster regular arrays for matrix multiplication and transitive closure. In this paper, we will further apply this method to design several parallel algorithms for Algebraic Path Problem and derive N x N 2-D regular arrays with execution time [9N/2] - 2 (cylindrical array and orthogonal one) and 4N - 2 (spherical one).Item type:Item, DESIGN OF EFFICIENT REGULAR ARRAYS FOR MATRIX MULTIPLICATION BY 2-STEP REGULARIZATION(1995-02-01) ;TSAY, JC ;CHANG, PY ;交大名義發表 ;工學院National Chiao Tung UniversityA two-step regularization method in which first permutation sequences and then broadcast planes are selected is proposed to design various regular iterative algorithms for matrix multiplication. The regular iterative algorithms are then spacetime mapped to regular arrays, such as mesh, cylindrical, two-layered mesh, and orbital arrays. The proposed method can be used to design regular arrays with execution time of less than N (problem size).