کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4951736 1441598 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
SMArtOp: A Java library for distributing high-dimensional sparse-matrix arithmetic operations
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
SMArtOp: A Java library for distributing high-dimensional sparse-matrix arithmetic operations
چکیده انگلیسی
Sparse-matrix operations are commonplace in computational science, and novel solutions for speeding-up them are essential for numerous applications. SMArtOp is a software for efficiently dividing and distributing the processing of large-scale sparse-matrix arithmetic operations. This software relies on both the distinctive characteristics of each type of arithmetic operation and the particular matrices involved to split the operations into parallel and simpler tasks. Experimental evaluation showed the speeding-up and resource consumption advantages of the proposed software, in comparison to other linear-algebra libraries.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Science of Computer Programming - Volume 150, 15 December 2017, Pages 26-30
نویسندگان
, , ,