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检索条件"任意字段=International Symposium on Software Engineering for Parallel and Distributed Systems"

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Adaptive cluster computing using JavaSpaces

Adaptive cluster computing using JavaSpaces

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2001 IEEE international Conference on Cluster Computing, CLUSTER 2001

作者： Batheja, Jyoti Parashar, Manish Applied Software Systems Laboratory Department of Electrical and Computer Engineering Rutgers University 94 Brett Road PiscatawayNJ08854 United States

ISBN: (纸本)0769511163

In this paper we present the design, implementation and evaluation of a framework that uses JavaSpaces [1] to support this type of opportunistic adaptive parallel/distributed computing over networked clusters in a non-intrusive manner. The framework targets applications exhibiting coarse-grained parallelism and has three key features: (1) portability across heterogeneous platforms, (2) minimal configuration overheads for participating nodes, and (3) automated system state monitoring (using SNMP) to ensure nonintrusive behavior. Experimental results presented in this paper demonstrate that for applications that can be broken into coarse-grained, relatively independent tasks, the opportunistic adaptive parallel computing framework can provide performance gains. Furthermore, the results indicate that monitoring and reacting to the current system state minimizes the intrusiveness of the framework. © 2001 Institute of Electrical and Electronics Engineers Inc.. All rights reserved.

关键词： Cluster computing

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parallel implementations of three scientific applications using LB_migrate

Parallel implementations of three scientific applications us...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Rohit Chaube Ioana Banicescu Ricolindo L. Carino Department of Electrical and Computer Engineering Mississippi State University USA Department of Computer Science and Engineering Mississippi State University USA Center for Advanced Vehicular Systems Mississippi State University USA

In this paper we focus on the implementation of large scientific applications with LB_Migrate, a dynamic load balancing library. The library employs dynamic loop scheduling techniques to address performance degradation factors due to load imbalance, provides a flexible interface with the native data structure of the application, and performs data migration. The library is reusable and it is not application specific. For initial testing, the library was employed in three applications: the profiling of an automatic quadrature routine, the simulation of a hybrid model for image denoising, and N-body simulations. We discuss the original applications without the library, the changes made to the applications to be able to interface with the library, and we present experimental results. Performance results indicate that the library adds minimal overhead, up to 6%, and it varies from application to application. However the benefits gained from the use of the library are substantial.

关键词： Libraries Load management Processor scheduling Dynamic scheduling Concurrent computing Degradation Application software Vehicle dynamics Data structures Image denoising

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New GDM-based declustering methods for parallel range queries

New GDM-based declustering methods for parallel range querie...

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international symposium on Database engineering and Applications (IDEAS)

作者： S. Kuo M. Winslett Y. Cho J. Lee Computer Science Department University of Illinois USA

Declustering is a well known technique to achieve high performance for queries on parallel databases. We propose novel General Disk Module (GDM) based declustering algorithms, GDM Cartesian and GDM Circle, for distributing uniformly distributed multidimensional datasets to parallel disks, for datasets of any dimension. We compare the performance of the new approaches with several existing declustering algorithms, using variable numbers of disks, and with variable shapes and dimensions of the datasets. Our results show that the new approaches significantly outperform the others for almost all configurations tested.

关键词： Tiles Multidimensional systems Computer science System testing Hardware parallel machines parallel processing Aggregates Bandwidth Application software

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A parallel QR factorization algorithm for solving Toeplitz tridiagonal systems

A parallel QR factorization algorithm for solving Toeplitz t...

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international symposium on parallel and distributed Processing (IPDPS)

作者： R.E. Shaw L.E. Garey A.M. White Department of Computer Science & Applied Statistics University of New Brunswick Saint John's NB Canada

Summary form only given. QR methods for solving Toeplitz tridiagonal systems are well developed with applications in numerous interdisciplinary fields. There is a strong motivation to develop faster, more efficient and, more importantly, scalable algorithms to factor such systems due to their significance in many scientific applications. We present two parallel QR factorization algorithms used to solve Toeplitz tridiagonal systems. QR factorization is accomplished using Householder reflections and Givens rotations. These parallel algorithms exhibit high scalability and near linear to superlinear speedup on large system sizes when implemented on a distributed system.

关键词： Signal processing algorithms parallel algorithms Scalability Equations Least squares methods Computer science Statistics Niobium Application software Reflection

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A methodology for verification and analysis of parallel and distributed systems requirements specifications

A methodology for verification and analysis of parallel and ...

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IEEE international Workshop on software engineering for parallel and distributed systems

作者： K. Lateef H. Ammar V. Mogulothu T. Nikzadeh Department of Electrical and Computer Engineering West Virginia University Morgantown WV USA

Performing rigorous analysis of parallel and distributed systems (PDS) specifications is one of the important tasks during the early stages of development. The ambiguities and errors left unchecked during the analysis phase can creep into design and development phases, resulting in cost and schedule overruns and a less reliable end product. Commercial off the shelf CASE (Computer Aided software engineering) tools can play an important role in the analysis and design phases. However techniques must be developed to address the shortcomings of CASE tools. A set of such techniques is presented in this paper. CASE tools can be used to gather PDS specifications in the form of analysis models. The techniques presented in this paper deal with the problem of performing rigorous analysis of PDS specifications originally developed using a CASE tool. The approach is based on integrating a CASE tool with a verification tool based on coloured Petri nets (CPNs). CPNs can be used to model and analyze concurrency in specifications and design phases. Dynamic simulations of CPN models can be used to conduct performance/performability analysis as well as risk assessment studies.

关键词： Computer aided software engineering Performance analysis Computer errors Creep Costs Processor scheduling Petri nets Concurrent computing Analytical models Risk analysis

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Optimal Guaranteed Cost Control for a Class of Uncertain systems with both State and Input Delays via Delta Operator Approach

Optimal Guaranteed Cost Control for a Class of Uncertain Sys...

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ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Jiqing Qiu Hongjiu Yang Jinhui Zhang College of Sciences University of Science and Technology Shijiazhuang Hebei China Institute of Systems Engineering Department of Automatic Control Beijing Institute of Technology Beijing China

In this paper, we investigate the optimal guaranteed cost control problem for a class of uncertain delta operator systems with both state and input delays. Based on Lyapunov-Krasovskii functional in delta domain, sufficient conditions for the existence of guaranteed cost controller of the class of delta operator systems are presented in terms of linear matrix inequalities (LMIs). The proposed method can unify some previous related continuous and discrete systems with uncertainties into the delta operator systems framework.

关键词： Cost function Optimal control Control systems Uncertain systems Uncertainty Delay effects Symmetric matrices Sufficient conditions Automatic control Time varying systems

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Monitoring of Complex Applications Execution in distributed Dependable systems

Monitoring of Complex Applications Execution in Distributed ...

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international symposium on parallel and distributed Computing

作者： Florin Pop Alexandru Costan Ciprian Dobre Corina Stratan Valentin Cristea Faculty of Automatic Control and Computer Science Polytechnic University of Bucharest Romania

ISBN: (纸本)9781424444106

The execution of applications in dependable system requires a high level of instrumentation for automatic control. We present in this paper a monitoring solution for complex application execution. The monitoring solution is dynamic, offering real-time information about systems and applications. The complex applications are described using workflows. We show that the management process for application execution is improved using monitoring information. The environment is represented by distributed dependable systems that offer a flexible support for complex application execution. Our experimental results highlight the performance of the proposed monitoring tool, the MonALISA framework.

关键词： Application software Computerized monitoring Resource management distributed computing Automatic control Instruments Scheduling Performance analysis Fault detection Availability

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Compiler and runtime support for running OpenMP programs on Pentium- and Itanium-architectures

Compiler and runtime support for running OpenMP programs on ...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Xinmin Tian M. Girkar S. Shah D. Armstrong E. Su P. Petersen Intel Compiler Laboratory Software Solution Group Intel Corporation Santa Clara CA USA KAI Software Laboratory Software Solution Group Intel Corporation Champaign IL USA

Exploiting thread-level parallelism (TLP) is a promising way to improve the performance of applications with the advent of general-purpose cost effective uni-processor and shared-memory multiprocessor systems. In this paper, we describe the OpenMP implementation in the Intel/spl reg/ C++ and Fortran compilers for Intel platforms. We present our major design consideration and decisions in the Intel compiler for generating efficient multithreaded codes guided by OpenMP directives and pragmas. We describe several transformation phases in the compiler for the OpenMP parallelization. In addition to compiler support, the OpenMP runtime library is a critical part of the Intel compiler. We present runtime techniques developed in the Intel OpenMP runtime library for exploiting thread-level parallelism as well as integrating the OpenMP support with other forms of threading termed as sibling parallelism. The performance results of a set of benchmarks show good speedups over the well-optimized serial code performance on Intel/spl reg/ Pentium- and Itanium-processor based systems.

关键词： Program processors parallel processing Optimizing compilers Runtime library software performance Laboratories parallel programming Programming profession software libraries distributed processing

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On the Role of Deterministic Fine-Grain Data Synchronization for Scientific Applications: A Revisit in the Emerging Many-Core Era

On the Role of Deterministic Fine-Grain Data Synchronization...

引用

international symposium on parallel and distributed Processing (IPDPS)

作者： Weirong Zhu Ziang Hu Guang R. Gao Department of Electrical & Computer Engineering University of Delaware Newark DE USA

The design of microprocessor chip for high-end computing systems is moving towards many-core architectures with 10s or 100+ processing units. An important class of the target applications for such architectures are scientific numerical computations, many of which are intrinsically deterministic - that is for a given input a fixed output (result) should be produced no matter how the program is parallelized. It is critical that the read-after-write data dependencies in such programs should be implemented correctly and efficiently via fine-grain data synchronization. In this paper, we investigate the parallelization of three representative scientific computation kernels using fine-grain data synchronization supported by an recently proposed architectural mechanism for many-core chips, called synchronization state buffer (SSB). Using detailed simulation on a simulator for the IBM 160-core Cyclops-64 chip architecture with the SSB extension, our experiments demonstrate significant performance advantage of using fine-grain data synchronization based parallelization schemes for scientific workloads.

关键词： Amplitude modulation Computer architecture Kernel parallel processing Yarn Concurrent computing Application software Computational modeling Hardware Data engineering

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Design of high-throughput inter-PE communication with application-level flow control protocol for many-core architectures 13

Design of high-throughput inter-PE communication with applic...

引用

1st international Workshop on Many-Core Embedded systems, MES 2013, in Conjunction with the 40th Annual IEEE/ACM international symposium on Computer Architecture, ISCA 2013

作者： Lai, Jyu-Yuan Chen, Po-Yu Chen, Yu-Hsun Hsu, Ting-Shuo Huang, Chih-Tsun Liou, Jing-Jia Dept. of Computer Science National Tsing Hua University Hsinchu 30013 Taiwan Dept. of Electrical Engineering National Tsing Hua University Hsinchu 30013 Taiwan

ISBN: (纸本)9781450320634

With current trend of increasing the number processing elements (PEs) on a single chip, on-chip network provides a fast and reliable interconnect technology for highly parallel applications. Yet, the end-to-end data throughput at software layer on a NoC (Network-on-Chip) platform often cannot match the hardware native speed without an efficient hardware/software interface. In this paper, we present a high-throughput PE-to-PE communication unit with a corresponding driver layer on NoC-based many-core architectures. The proposed communication unit with applicationlevel flow control can handle complicated inter-PE communication for practical parallel applications. The maximum throughput of a unidirectional transmission with flow control protocol at application-level is 2687.3 Mbps (normalized at operating frequency of 100MHz), where the native NoC speed is 3200 Mbps. As a comparison, a software-based protocol is only rated at 148.5 Mbps. The communication unit is also area-efficient at only 19.2K gates, which is roughly 3.2% of a single in-order RISC-based PE. Copyright 2013 ACM.

关键词： Network-on-chip

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