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检索条件"主题词=Application Program Interfaces"

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MPI Runtime Error Detection with MUST: Advances in Deadlock Detection

MPI Runtime Error Detection with MUST: Advances in Deadlock ...

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25th ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC)

作者： Hilbrich, Tobias Protze, Joachim Schulz, Martin de Supinski, Bronis R. Mueller, Matthias S. Tech Univ Dresden ZIH D-01062 Dresden Germany Lawrence Livermore Natl Lab Livermore CA 94550 USA

ISBN: (纸本)9781467308052;9781467308045

The widely used Message Passing Interface (MPI) is complex and rich. As a result, application developers require automated tools to avoid and to detect MPI programming errors. We present the Marmot Umpire Scalable Tool (MUST) that detects such errors with significantly increased scalability. We present improvements to our graph-based deadlock detection approach for MPI, which cover future MPI extensions. Our enhancements also check complex MPI constructs that no previous graph-based detection approach handled correctly. Finally, we present optimizations for the processing of MPI operations that reduce runtime deadlock detection overheads. Existing approaches often require O(p) analysis time per MPI operation, for p processes. We empirically observe that our improvements lead to sub-linear or better analysis time per operation for a wide range of real world applications.

关键词： application program interfaces graph theory message passing optimisation parallel programming

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Parallelization of Binary and Real-Coded Genetic Algorithms on GPU using CUDA

Parallelization of Binary and Real-Coded Genetic Algorithms ...

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2010 IEEE World Congress on Computational Intelligence

作者： Arora, Ramnik Tulshyan, Rupesh Deb, Kalyanmoy Indian Inst Technol Dept Math & Stat Kanpur 208016 Uttar Pradesh India Indian Inst Technol Dept Engn Mech Kanpur 208016 Uttar Pradesh India

ISBN: (纸本)9781424481262

Genetic Algorithms(GAs) are suitable for parallel computing since population members fitness maybe evaluated in parallel. Most past parallel GA studies have exploited this aspect, besides resorting to different algorithms, such as island, single-population master-slave, fine-grained and hybrid models. A GA involves a number of other operations which, if parallelized, may lead to better parallel GA implementation than those currently existing. In this paper, we parallelize binary and real-coded genetic algorithms using CUDA API's with C. Although, objective and constraint violations evaluations are embarassingly parallel, other algorithmic and code optimizations have been proposed and tested. The bottlenecks in a parallel GA implementation are identified and modified suitably. The results are compared with the sequential algorithm on accuracy and clock time for varying problems by studying the effect of a number of parameters, namely: (i) population sizes, (ii) number of threads, (iii) problem sizes, and (iv) problems of differing complexities. Significant speed-ups have been observed over the sequential GA.

关键词： CUDA API GPU application program interfaces computer graphic equipment coprocessors genetic algorithm genetic algorithms parallel algorithms parallel computing sequential algorithm

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A Peer-to-Peer Communication Function among Web Browsers for Web-based Volunteer Computing 14

A Peer-to-Peer Communication Function among Web Browsers for...

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International Symposium on Communications and Information Technologies

作者： Kuhara, Makoto Watanabe, Kan Fukushi, Masaru Amano, Noriki Nogami, Yasuyuki Okayama Univ Grad Sch Nat Sci & Technol Okayama Japan Yamaguchi Univ Grad Sch Sci & Engn Yamaguchi Japan Saitama Univ Ctr Res Gen Educ Saitama Japan

ISBN: (纸本)9781479944163

As an accessible and high-performance computing environment, we have studied Web-based Volunteer Computing (VC), in which users can join a VC with just accessing a specified URL on Web browsers. A major problem of Web-based VC has been the difficulty of implementing some advanced functions such as direct communications among users and file sharing, because all processes must be handled on Web browsers. For this problem, we propose a solution to realize a P2P communication function among Web browsers by using recent Web techniques such as Web Real-Time Communication (WebRTC) API and its library, PeerJS. As an useful application of our method, we demonstrate file sharing on Web browsers. Experimental result indicates that our method achieves almost 50% reduction in the total time of file distribution.

关键词： Internet application program interfaces online front-ends parallel processing peer-to-peer computing volunteer computing P2P communication function PeerJS URL Web browsers Web real-time communication API Web techniques Web-based VC Web-based volunteer computing WebRTC API file sharing high-performance computing environment peer-to-peer communication function Bandwidth Browsers Computational modeling Educational institutions Load management Peer-to-peer computing WebRTC

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Integrating Online Compression to Accelerate Large-Scale Data Analytics applications

Integrating Online Compression to Accelerate Large-Scale Dat...

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IEEE 27th International Parallel and Distributed Processing Symposium (IPDPS)

作者： Bicer, Tekin Yin, Jian Chiu, David Agrawal, Gagan Schuchardt, Karen Ohio State Univ Columbus OH 43210 USA Pacific Northwest Natl Labs Richland WA USA Washington State Univ Olympia WA 98504 USA

ISBN: (纸本)9780769549712

Compute cycles in high performance systems are increasing at a much faster pace than both storage and wide-area bandwidths. To continue improving the performance of large-scale data analytics applications, compression has therefore become promising approach. In this context, this paper makes the following contributions. First, we develop a new compression methodology, which exploits the similarities between spatial and/or temporal neighbors in a popular climate simulation dataset and enables high compression ratios and low decompression costs. Second, we develop a framework that can be used to incorporate a variety of compression and decompression algorithms. This framework also supports a simple API to allow integration with an existing application or data processing middleware. Once a compression algorithm is implemented, this framework automatically mechanizes multi-threaded retrieval, multi-threaded data decompression, and the use of informed prefetching and caching. By integrating this framework with a data-intensive middleware, we have applied our compression methodology and framework to three applications over two datasets, including the Global Cloud-Resolving Model (GCRM) climate dataset. We obtained an average compression ratio of 51.68%, and up to 53.27% improvement in execution time of data analysis applications by amortizing I/O time by moving compressed data.

关键词： application program interfaces cache storage climatology data analysis data compression geophysics computing information retrieval middleware multi-threading

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Extending the BT NAS Parallel Benchmark to Exascale Computing

Extending the BT NAS Parallel Benchmark to Exascale Computin...

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25th ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC)

作者： Van der Wijngaart, Rob F. Sridharan, Srinivas Lee, Victor W. Intel Corp 3600 Juliette Lane Santa Clara CA 95054 USA Intel Corp Bangalore 560017 Karnataka India

ISBN: (纸本)9781467308052;9781467308045

The NAS Parallel Benchmarks (NPB) are a well-known suite of benchmarks that proxy scientific computing applications. They specify several problem sizes that represent how such applications may run on different sizes of HPC systems. However, even the largest problem (class F) is still far too small to exercise properly a petascale supercomputer. Our work shows how one may scale the Block Tridiagonal (BT) NPB from today's published size to petascale and exascale computing systems. In this paper we discuss the pros and cons of various ways of scaling. We discuss how scaling BT would impact computation, memory access, and communications, and highlight the expected bottleneck, which turns out to be not memory or communication bandwidth, but network latency. Two complementary ways are presented to overcome latency obstacles. We also describe a practical method to gather approximate performance data for BT at exascale on actual hardware, without requiring an exascale system.

关键词： application program interfaces message passing parallel processing

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ADAPTIVE BUILD SYSTEM FOR TR-069 AGENT SERVICE FOR SET-TOP BOXES BASED ON ANDROID OS 22

ADAPTIVE BUILD SYSTEM FOR TR-069 AGENT SERVICE FOR SET-TOP B...

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22nd Telecommunications Forum Telfor (TELFOR)

作者： Trifunovic, Bojan Mihailovic, Veljko Ignjatov, Nemanja Simikic, Rade Velikic, Ivan RT RK Inst Sisteme Zasnovane Racunaru Narodnog Fronta 23a Novi Sad 21000 Serbia

ISBN: (纸本)9781479961917

This paper presents a solution of integrator application programming interface (API) generator. The goal of the solution is to decrease the integration time required for the TR-069 support in an arbitrary device, by providing an adaptive build system which generates API specific for the target device which is defined by a TR-106 data model specification. Evaluation results indicate that the implemented solution contributes to the decrease of integration time, based on the case of an example practical project in which TR-069 service is provided for an Android-based set-top box device.

关键词： Android (operating system) application program interfaces formal specification set-top boxes API generator Android OS Android-based set-top box device TR-069 agent service TR-106 data model specification adaptive build system integration time integrator application programming interface generator Adaptive systems Androids Generators Humanoid robots Java Linux XML application programming interfaces INTEGRATION TIME Androids set top box Androids Humanoid robots Adaptive systems dynamos Linux extensible markup language Java Java programming language target device

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Green Queue: Customized Large-scale Clock Frequency Scaling

Green Queue: Customized Large-scale Clock Frequency Scaling

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2nd International Conference on Cloud and Green Computing / 2nd International Conference on Social Computing and its applications (CGC/SCA)

作者： Tiwari, Ananta Laurenzano, Michael Peraza, Joshua Carrington, Laura Snavely, Allan Univ Calif San Diego Performance Modeling & Characterizat Lab San Diego Supercomp Ctr San Diego CA 92093 USA

ISBN: (纸本)9780769548647;9781467330275

We examine the scalability of a set of techniques related to Dynamic Voltage-Frequency Scaling (DVFS) on HPC systems to reduce the energy consumption of scientific applications through an application-aware analysis and runtime framework, Green Queue. Green Queue supports making CPU clock frequency changes in response to intra-node and internode observations about application behavior. Our intra-node approach reduces CPU clock frequencies and therefore power consumption while CPUs lacks computational work due to inefficient data movement. Our inter-node approach reduces clock frequencies for MPI ranks that lack computational work. We investigate these techniques on a set of large scientific applications on 1024 cores of Gordon, an Intel Sandybridge-based supercomputer at the San Diego Supercomputer Center. Our optimal intra-node technique showed an average measured energy savings of 10.6% and a maximum of 21.0% over regular application runs. Our optimal inter-node technique showed an average 17.4% and a maximum of 31.7% energy savings.

关键词： application program interfaces energy conservation green computing message passing multiprocessing systems power aware computing

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Poster: Adapter Framework for VANET Simulators

Poster: Adapter Framework for VANET Simulators

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IEEE Vehicular Networking Conference (VNC)

作者： Ebers, Sebastian Fischer, Stefan Univ Lubeck Inst Telemat Lubeck Germany

ISBN: (纸本)9781479976607

To evaluate applications for Vehicular Ad-Hoc Networks (VANETs) simulations are a widely used alternative to potentially costly and complex field tests. For authentic results, simulations of realistic vehicular movement and communication environment are mandatory. Usually, a traffic simulator and a network simulator are used for the first and second requirement, respectively. Some VANET simulators combine independent simulators of both domains while others implement the necessary functionality themselves. However, due to different scopes of functionality, available protocols, etc., the choice of a VANET simulator has an impact on the result. Unfortunately, VANET applications are typically implemented based on a certain VANET simulator's API. Thus, applications have to be adapted when switching between simulators. To solve this problem, we developed a framework which allows for executing VANET applications in different environments without modification. We further defined a VANET API which aims at enabling portability for VANET applications. Hence, applications can be implemented independently of the used VANET simulator and can be even run on real hardware unmodified.

关键词： application program interfaces vehicular ad hoc networks VANET API VANET simulators adapter framework vehicular ad-hoc networks Adaptation models Computational modeling Java Mobile computing Protocols Vehicular ad hoc networks V2V application programming interfaces simulator Mobile Computing Computational modeling protocols Java Java programming language Adaptation models network simulator

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Scalability of the NewMadeleine Communication Library for Large Numbers of MPI Point-to-Point Requests 19

Scalability of the NewMadeleine Communication Library for La...

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19th Annual IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGRID)

作者： Denis, Alexandre Inria Bordeaux Sud Ouest Talence France

ISBN: (纸本)9781728109121

New kinds of applications with lots of threads or irregular conununication patterns which rely a lot on point-topoint MPI communications have emerged. It stresses the MPI library with potentially a lot of simultaneous MPI requests for sending and receiving at the same lime. To deal with large numbers of simultaneous requests, the bottleneck lies in two main mechanisms: the tag-matching (the algorithm that matches an incoming packet with a posted receive request), and the progression engine. In this paper, we propose algorithms and implementations that overconw, these issues so as to scale up to thousands of requests if needed. In particular our algorithms are able to perform constant-time tag-matching even with any-source and any-tag support. We have implemented these mechanisms in our New-Madeleine communication library. Through micro-benchmarks and computation kernel benchmarks, we demonstrate that our MPI library exhibits better performance than state-of-the-art MPI implementations in cases with many simultaneous requests.

关键词： application program interfaces message passing multi-threading parallel processing software libraries message passing application programming interfaces Software libraries Multithreading mannose phosphate isomerase remote procedure calls PARALLEL PROCESSING (COMPUTERS) Large Numbers Scalability Communication Research Libraries

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Reusing Automatic Speech Recognition Platform for Resource Deficient Languages 8

Reusing Automatic Speech Recognition Platform for Resource D...

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8th International Conference on Signal Processing and Communication Systems, (ICSPCS)

作者： Patel, Chirag Kopparapu, Sunil TCS Innovat Labs Mumbai TCS Yantra Pk Thane West India

ISBN: (纸本)9781479952557

Indian subcontinent is diverse with several spoken languages in use and a wide range in literacy levels of the inhabitants. In this scenario, speech recognition based solution fits best to enable all strata of population access information. While speech recognition based solutions in the Western countries have moved into commercial use, they are far from being used in Indian scenario, mainly due to lack of language resources. Automatic Speech Recognition (ASR) for Indian languages, including Indian English for India specific conditions is still maturing. In this paper, we show how existing resources can be effectively reused, to build usable speech based solution for resource deficient languages. We specifically employ PocketSphinx and Google Speech API to evaluate our ideas.

关键词： application program interfaces natural language processing speech recognition ASR Google Speech API India specific conditions Indian English Indian languages Indian subcontinent PocketSphinx Western countries automatic speech recognition platform language resources resource deficient languages speech based solution speech recognition based solution speech recognition based solutions Accuracy Acoustics Computational modeling Google Speech Speech processing Speech recognition Speech recognition application programming interfaces Western Europe Southern Asia Speech processing aquifer storage and recovery Natural Language Processing Computational modeling Acoustics Speech Language Google

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