scholarly journals Supporting irregular distributions using data-parallel languages

1995 ◽  
Vol 3 (1) ◽  
pp. 12-24 ◽  
Author(s):  
R. Ponnusamy ◽  
Yuan-Shin Hwang ◽  
R. Das ◽  
J.H. Saltz ◽  
A. Choudhary ◽  
...  
1997 ◽  
Vol 6 (4) ◽  
pp. 345-362 ◽  
Author(s):  
Barbara Chapman ◽  
Matthew Haines ◽  
Piyush Mehrotra ◽  
Hans Zima ◽  
John Van Rosendale

Data parallel languages, such as High Performance Fortran, can be successfully applied to a wide range of numerical applications.However, many advanced scientific and engineering applications are multidisciplinary and heterogeneous in nature, and thus do not fit well into the data parallel paradigm. In this paper we present Opus, a language designed to fill this gap. The central concept of Opus is a mechanism called ShareD Abstractions (SDA). An SDA can be used as a computation server, i.e., a locus of computational activity, or as a data repository for sharing data between asynchronous tasks. SDAs can be internally data parallel, providing support for the integration of data and task parallelism as well as nested task parallelism. They can thus be used to express multidisciplinary applications in a natural and efficient way. In this paper we describe the features of the language through a series of examples and give an overview of the runtime support required to implement these concepts in parallel and distributed environments.


Author(s):  
J. A. Trescher ◽  
L. C. Breebaart ◽  
P. F. G. Dechering ◽  
A. B. Poelman ◽  
J. P. M. de Vreught ◽  
...  

2013 ◽  
Vol 385-386 ◽  
pp. 1804-1807
Author(s):  
Shi Ji Yuan ◽  
Ming Feng Sun ◽  
Zhi Hua Liu ◽  
Wen Jing Huang

The classical Montgomery ladder algorithm (MPL) is an effective way to improve the operational efficiency of elliptic curve cryptography. First, an improved MPL is proposed by loop unrolling, and then the Montgomery elliptic curve encryption and decryption process is realized using data parallel and task parallel. The experimental results show that the ratio of acceleration parallel processing efficiency can reach 70%, and the method can effectively improve the speed of elliptic curve encryption algorithm.


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