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检索条件"任意字段=16th Symposium on Computer Architecture and High Performance Computing"

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SEDA4SC: A Staged Event-Driven architecture for Adaptive Service computing Runtime

SEDA4SC: A Staged Event-Driven Architecture for Adaptive Ser...

引用

16th IEEE symposium on computers and Communications (lSCC)

作者： Li, Zhuqing Ma, Dianfu Sun, Dou Liu, Jian Beihang Univ Inst Adv Comp Technol Beijing Peoples R China

ISBN: (纸本)9781457706783

the rapid development of web service technology brings up a number of crucial requirements for designing service computing runtime, such as supporting multiple message exchange patterns, switching among different transports, integrating various extended web service protocols and achieving robust performance under high concurrency. Based on staged event-driven architecture, we propose a novel architecture for an adaptive web-service-centric service computing runtime, named SEDA4SC. In SEDA4SC, the process of basic and extended web service protocols is divided into four primary event-driven stages to enable system independence and module isolation. Moreover, this architecture allows messages to be handled in two independent pipelines: the input pipeline and the output pipeline. Arbitrary message exchange patterns can be supported through a combination of the two pipelines. With SEDA4SC, we design and implement a service computing runtime system. the performance evaluation results show that our system exhibits robust performance under high concurrency.

关键词： Web Services Service computing SEDA Service Execution Environemnt high Concurrency

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Acceleration of Electromagnetic Launchers Modeling by Using Graphic Processing Units

Acceleration of Electromagnetic Launchers Modeling by Using ...

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16th IEEE International symposium on Electromagnetic Launch (EML) Technology

作者： Musolino, Antonino Rizzo, Rocco Toni, Michele Tripodi, Ernesto Univ Pisa Dept Energy & Syst Engn I-56100 Pisa Italy

ISBN: (纸本)9781467303057;9781467303064

the solution of large and complex coupled electromechanical problems requires high performance computing resources. In the last years the use of Graphic Processing Units (GPUs) has gained increasing popularity in scientific computing because of their low cost and parallel architecture. In this paper the authors report the main results of the GPU approach to the parallelization of a research code for the electromagnetic launcher analysis. Programming a GPU - based environment poses a number of critical issues that have to be carefully addressed in order to fully exploit the potentiality of the system. Data have to be properly organized in order to fit the Single Instruction Multiple Data scheme;the data transfer between the host and the device, as well as the memory management of the GPU deserve accurate programming. Two examples of application of the parallelized code have been reported to show the performance improvements that can be obtained in the numerical analysis of both rail and induction launchers.

关键词： electromagnetic launchers Graphics Processing Unit Store management Graphics processing acceleration single instruction multiple datastream high performance computing Parallel architectures Scientific computing parallelization

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Petascale computing research challenges - A manycore perspective

Petascale computing research challenges - A manycore perspec...

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13th International symposium on high-performance computer architecture

作者： Pawlowski, Steve Intel Corp Digital Enterprise Grp Santa Clara CA 95051 USA

ISBN: (纸本)9781424408047

Future high performance computing will undoubtedly reach Petascale and beyond. Today's HPC is tomorrow's Personal computing. What are the evolving processor architectures towards Multi-core and Many-core for the best performance per watt;memory bandwidth solutions to feed the ever more powerful processors;intra-chip interconnect options for optimal bandwidth vs. power? With Moore's Law continuing to prove its viability and shrinking transistors' geometry, improving reliability is even more challenging. Intel Senior Fellow and Chief Technology Officer of Intel's Digital Enterprise Group, Steve Pawlowski, will provide his technology vision, insight and research challenges to achieve the vision of Petascale computing and beyond. © 2007 IEEE.

关键词： Computation theory

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Enterprise IT trends and implications for architecture research

Enterprise IT trends and implications for architecture resea...

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11th International symposium on high-performance computer architecture

作者： Ranganathan, P Jouppi, N Hewlett Packard Labs ISSL MMSL Palo Alto CA USA

ISBN: (纸本)0769522750

the last decade has seen several changes in the structure and emphasis of enterprise IT systems. Specific infrastructure trends have included the emergence of large consolidated data centers, the adoption of virtualization and modularization, and an increased commoditization of hardware. At the application level, both the workload mix and usage patterns have evolved to an increased emphasis on service-centric computing and SLA-driven performance tuning. these, often dramatic, changes in the enterprise IT landscape motivate equivalent changes in the emphasis of architecture research. In this paper, we summarize some recent trends in enterprise IT systems and discuss the implications for architecture research, suggesting some high-level challenges and open questions for the community to address.

关键词： computer architecture

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FPGA-Accelerated for Constrained high Dispersal Network 15

FPGA-Accelerated for Constrained High Dispersal Network

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15th IEEE International symposium on Parallel and Distributed Processing with Applications (ISPA) / 16th IEEE International Conference on Ubiquitous computing and Communications (IUCC)

作者： Chen, Yanliang Zhu, Minghua Xiao, Bo Meng, Dan East China Normal Univ MOE Res Ctr Software Hardware Codesign Engn & App Shanghai Peoples R China

ISBN: (纸本)9781538637906

In recent years, the Deep Neural Network (DNN) has been successfully used in image classification. Most of existing DNN often need to learn a very large set of parameters, which require a huge amount of computational resources and time to train these model parameters using the gradient descent and back-propagation procedure. To solve this issue, the PCANet has been developed for high efficient design and training of the DNN. Compared with traditional DNN, PCANet has simpler structure and better performance, which makes it attractive for hardware design. To overcome the limitations of PCANet and significantly improve its performance, we have proposed a novel model named Constrained high Dispersal Network (CHDNet) which is a variant of PCANet. In this paper, we implement the CHDNet on the Xilinx ZYNQ FPGA to ensure the instantaneity of the system with lower power than personal computer needed by taking advantage of the algorithmic parallelism and ZYNQ architecture. Our experimental results over two major datasets, the MNIST dataset for handwritten digits recognition, and the Extended Yale B dataset for face recognition, demonstrate that our model of implementation on FPGA is more than 15x faster than software implementation on PC (Intel i7-4720HQ, 2.6GHz).

关键词： Image classification Deep neural network FPGA high-level Synthesis

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echofs: A Scheduler-guided Temporary Filesystem to leverage Node-local NVMs 30

echofs: A Scheduler-guided Temporary Filesystem to leverage ...

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30th International symposium on computer architecture and high performance computing (SBAC-PAD)

作者： Miranda, Alberto Nou, Ramon Cortes, Toni BSC Barcelona Spain Univ Politecn Cataluna BSC Barcelona Spain

ISBN: (纸本)9781538677698

the growth in data-intensive scientific applications poses strong demands on the HPC storage subsystem, as data needs to be copied from compute nodes to I/O nodes and vice versa for jobs to run. the emerging trend of adding denser, NVM-based burst buffers to compute nodes, however, offers the possibility of using these resources to build temporary filesystems with specific I/O optimizations for a batch job. In this work, we present echofs, a temporary filesystem that coordinates with the job scheduler to preload a job's input files into node-local burst buffers. We present the results measured with NVM emulation, and different FS backends with DAX/FUSE on a local node, to show the benefits of our proposal and such coordination.

关键词： Buffer storage Metadata Fuses Nonvolatile memory Hardware computer architecture Random access memory

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Cloud workload prediction and generation models 29

Cloud workload prediction and generation models

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29th International symposium on computer architecture and high performance computing SBAC-PAD

作者： Madi-Wamba, Gilles Li, Yunbo Orgerie, Anne-Cecile Beldiceanu, Nicolas Menaud, Jean-Marc IMT Atlantique LS2N Nantes France CNRS IRISA Rennes France

ISBN: (纸本)9781509012336

Cloud computing allows for elasticity as users can dynamically benefit from new virtual resources when their workload increases. Such a feature requires highly reactive resource provisioning mechanisms. In this paper, we propose two new workload prediction models, based on constraint programming and neural networks, that can be used for dynamic resource provisioning in Cloud environments. We also present two workload trace generators that can help to extend an experimental dataset in order to test more widely resource optimization heuristics. Our models are validated using real traces from a small Cloud provider. Both approaches are shown to be complimentary as neural networks give better prediction results, while constraint programming is more suitable for trace generation.

关键词： Time series analysis Predictive models Programming Cloud computing Neural networks Virtual machining

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A parallel implementation of the LTSn method for a radiative transfer problem 15

A parallel implementation of the LTSn method for a radiative...

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15th symposium on computer architecture and high performance computing

作者： Souto, RR Velho, HFD Stephany, S Preto, AJ Segatto, CF Vilhena, MT Natl Inst Space Res Brazil INPE Postgrad Program Appl Comp BR-12245970 Sao Jose Dos Campos SP Brazil

ISBN: (纸本)0769520464

A radiative transfer solver that implements the LTSn method was optimized and parallelized using the MPI message passing communication library. Timing and profiling information was obtained for the sequential code in order to identify performance bottlenecks. performance tests were executed in a distributed memory parallel machine, a multi-computer based on IA-32 architecture. the radiative transfer equation was solved for a cloud test case to evaluate the parallel performance of the LTSn method. the LTSn code include spatial discretization of the domain and Fourier decomposition of the radiances leading to independent azimuthal modes. this yields an independent radiative transfer equation for each mode that can be executed by a different processor in a parallel implementation. Speed-up results show that the parallel implementation is suitable for the used architecture.

关键词： Communication standards computer architecture Concurrent computing Laplace equations Libraries Matrix decomposition Message passing Parallel machines Testing Timing

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Hybrid task scheduling: Integrating static and dynamic heuristics 15

Hybrid task scheduling: Integrating static and dynamic heuri...

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15th symposium on computer architecture and high performance computing

作者： Boeres, C Lima, A Rebello, VEF Univ Fed Fluminense Inst Comp Niteroi RJ Brazil

ISBN: (纸本)0769520464

Researchers are constantly looking for ways to improve the execution time of parallel applications on distributed systems. Although compile-time static scheduling heuristics employ complex mechanisms, the quality of their schedules are handicapped by estimated run-time costs. On the other hand, while dynamic schedulers use actual run-time costs, they have to be of low complexity in order to reduce the scheduling overhead this paper investigates the viability of integrating these two approaches into a hybrid scheduling framework. the relationship between static schedulers, dynamic heuristics and scheduling events are examined the results show that a hybrid scheduler can indeed improve the schedules produced by good traditional static list scheduling algorithms.

关键词： Clustering algorithms Computational efficiency computer architecture Costs Distributed computing Dynamic scheduling Grid computing Processor scheduling Runtime Scheduling algorithm

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Parallel implementation of a lattice-gauge-theory code: studying quark confinement on PC clusters 15

Parallel implementation of a lattice-gauge-theory code: stud...

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15th symposium on computer architecture and high performance computing

作者： Cucchieri, A Mendes, T Travieso, G Taurines, AR Univ Sao Paulo Inst Fis Sao Carlos BR-13560970 Sao Carlos SP Brazil

ISBN: (纸本)0769520464

We consider the implementation of a parallel Monte Carlo code for high-performance simulations on PC clusters with MPI. We carry out tests of speedup and efficiency. the code is used for numerical simulations of pure SU (2) lattice gauge theory at very large lattice volumes, in order to study the infrared behavior of gluon and ghost propagators. this problem is directly related to the confinement of quarks and gluons in the physics of strong interactions.

关键词： Computational modeling computer simulation Electromagnetic forces Lattices Neutrons Numerical simulation Physics Protons Quantum mechanics Supercomputers

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