We used a parallel and distributed computing architecture based on Python Remote Objects and Python Optimization Modelling Objects (PyRO-PyOMO), for UPL determination problem. The results show that exploiting parallelism help in achieving 70 % speedup in computation time on various mining datasets. We...
Big Data is the next frontier for innovation, competition, and productivity, and many solutions continue to appear, partly supported by the considerable enthusiasm around the MapReduce paradigm for large-scale data analysis. We review various parallel and distributed programming paradigms, analyzing how...
2015,Topics in Parallel and Distributed Computing DanGrossman Chapter Introduction to Parallel Programming Publisher Summary This chapter is an introduction toparallel programming. It is organized to address the need for teaching parallel programming on currentsystem architecturesusing OpenCL as the target l...
1 BACKGROUND The increasing intensity and variety of computation in solving modern science, engineering, and social application problems have brought numerous challenges to parallel and distributed computing and enriched its research content in multiple folds from architecture design to computation paradigm ...
WebFlow — A Visual Programming Paradigm for Web/Java based coarse grain distributed computing Concurrency Practice and Experience (1997) GeoffreyFox et al. Petaops and Exaops: Supercomputing on the Web IEEE Internet Computing (1997) Geoffrey Fox et al. Java for Parallel Computing and as a Genera...
I have now circled around to a class of problems that are not motivated by the shift to multicore but rather, like Web servers, have concurrency as core characteristics that must be addressed as part of the overall architecture of the application. Similar concerns apply to distributed application...
Distributed computing is a special version of parallel computing where the processors are in different computers and tasks are distributed to computers over a network. It’d be like Lady Gaga asking Beyoncé, “Please text this guy while I drink.” Although you can do distributed programming in ...
Similar concerns apply to distributed applications outside of the robotics domain, but these are beyond the scope of this discussion.Streaming ParallelismBeyond multiple cores, a second important feature of computer architecture is the multiple layers of memory hierarchy: registers, ...
This international journal is directed to researchers, engineers, educators, managers, programmers, and users of computers who have particular interests in parallel processing and/or distributed computing. The Journal of Parallel and Distributed Computing publishes original research papers and timely review ...
Server, decentralized distributed service-oriented programming, grid computing, and so on. Many of these are rich in ideas that are based on decades of research; side-effect–free functional programming, giving protection against race; data-flow paradigm for non–von Neumann architecture; and many ...