High Performance Parallel Computing with Cloud Technologies
نویسندگان
چکیده
منابع مشابه
High Performance Parallel Computing with Cloud and Cloud Technologies
We present our experiences in applying, developing, and evaluating cloud and cloud technologies. First, we present our experience in applying Hadoop and DryadLINQ to a series of data/compute intensive applications and then compare them with a novel MapReduce runtime developed by us, named CGL-MapReduce and MPI. Preliminary applications are developed for particle physics, bioinformatics, cluster...
متن کاملHigh Performance Parallel Computing with Clouds and Cloud Technologies
Infrastructure services (Infrastructure-as-a-service), provided by cloud vendors, allow any user to provision a large number of compute instances fairly easily. Whether leased from public clouds or allocated from private clouds, utilizing these virtual resources to perform data/compute intensive analyses requires employing different parallel runtimes to implement such applications. Among many p...
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In the past few years researchers developed new mechanisms and protocols to interact with high speed communication hardware. The technique of user-space communication reduced the overhead caused by the Operating System protocol stacks. Although being successful in terms of achieved performance (latency as well as throughput), the proposed communication models often use nonstandard programming i...
متن کاملHigh Performance Computing: Grid Computing & Parallel Programming
Science is constantly pushing the limits of computational and storage power and even the fastest supercomputers are not capable of satisfying the computational demand. Recent advances in hardware technologies have provided more computing power than ever before and with the advent of multiple core processors we can expect this trend to continue. It is expected that processors with hundreds of co...
متن کاملCloud Computing Technologies
Received May 13, 2012 Revised May 30, 2012 Accepted June 5,2012 This paper outlines the key characteristics that cloud computing technologies possess and illustrates the cloud computing stack containing the three essential services (SaaS, PaaS and IaaS) that have come to define the technology and its delivery model. The underlying virtualization technologies that make cloud computing possible a...
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ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2018
ISSN: 1877-0509
DOI: 10.1016/j.procs.2018.05.004