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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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On-the-fly kernel updates for high-performance computing clusters 06

On-the-fly kernel updates for high-performance computing clu...

引用

international symposium on parallel and distributed Processing (IPDPS)

作者： K. Makris Kyung Dong Ryu Department of Computer Science and Engineering Arizona State University Tempe AZ USA IBM Thomas J. Watson Research Center Yorktown Heights NY USA

ISBN: (纸本)9781424400546

High-performance computing clusters running long-lived tasks currently cannot have kernel software updates applied to them without causing system downtime. These clusters miss opportunities for increased performance via specialized kernel support, cannot benefit from new kernel features, and continue to operate with kernel security holes unpatched, at least until the next scheduled maintenance date. We developed a system enabling dynamic kernel updates in parallel computing clusters to address these problems. Our system, DynAMOS, is founded on execution flow high-jacking through function cloning. It enables commodity operating systems popularly used in clusters gain adaptive and mutative capabilities. To demonstrate the efficacy of our system, we illustrate our experience in dynamically updating and extending a Linux cluster. We introduce adaptive memory paging for efficient gang-scheduling; extend the kernel's process scheduler to support unobtrusive fine-grain cycle stealing, apply public security fixes, and inject performance monitoring functionality to a selection of kernel functions. Our benchmarks show that the overhead imposed by DynAMOS is mostly in the range of 1-8% for common Linux kernel functions

关键词： Kernel Operating systems Magnetohydrodynamic power generation Linux Security parallel processing Processor scheduling Cloning Instruments Application software

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Experiences in Quantum software engineering

Experiences in Quantum Software Engineering

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IEEE international symposium on parallel and distributed Processing Workshops and Phd Forum (IPDPSW)

作者： Max Scheerer Jonas Klamroth Simon Garhofer Florian Knäble Oliver Denninger FZI Research Center for Information Technology Karlsruhe Germany Embedded Systems University of Tübingen Tübingen Germany Fraunhofer Institute for Industrial Engineering IAO Stuttgart Germany

The field of Quantum Computing (QC) is increasingly becoming applicable for a wide range of computationally intensive problems. Especially Variational Quantum Algorithms (VQA) are promising as they allow dealing with the practical challenges of current quantum devices (also referred to as Noisy Intermediate-Scale Quantum devices). However, developing VQA-based solutions is not a straightforward process but involves several development phases, each with different design decisions and implications. In this paper, we share experiences made in developing VQA-based solutions for two different industrial case studies. Based on the solutions, we extracted five generic development phases quantum engineers must take into consideration when engineering quantum solutions. We have embedded the phases in a model (i.e. a phase model) to show their natural order and to illustrate the phases that require more development iterations. The main objective of this paper is not only to share and discuss our findings and experiences but also to provide the phase model as a starting point or guideline to structure the development process.

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Generic Access to Web and Grid-based Symbolic Computing Services: the SymGrid-Services Framework

Generic Access to Web and Grid-based Symbolic Computing Serv...

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international symposium on parallel and distributed Computing

作者： Alexandru Carstea Marc Frincu Georgiana Macariu Dana Petcu Kevin Hammond Institue e-Austria Timişoara Romania School of Computer Science University of Saint Andrews UK

Modern grid and Web technologies provide straightforward access to applications and services running on remote resources. The user (which may be a software developer or even an application) should be able to discover such a service and dynamically load an interface to interact with it. While some software systems support either fully or partially automatic creation of client software to access Web services, fewer support grid services in the same way. This paper introduces a new system that automatically generates client software to allow access to both grid and Web services. Although designed as a stand-alone tool for accessing any Web or grid service, we demonstrate its usefulness in the context of the SymGrid framework for grid-based symbolic computations.

关键词： Grid computing Web services Mesh generation Application software Java Displays Libraries Packaging Computer interfaces Algebra

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Prediction Services for distributed Computing

Prediction Services for Distributed Computing

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international symposium on parallel and distributed Processing (IPDPS)

作者： Warren Smith Texas Advanced Computing Center University of Texas Austin USA

Users of distributed systems such as the TeraGrid and Open Science Grid can execute their applications on many different systems. We wish to help such users, or the grid schedulers they use, select where to run applications by providing predictions of when tasks will complete if sent to different systems. We make predictions of file transfer times, batch scheduler queue wait times, and application execution times using historical information and instance-based learning techniques. Our prediction errors for data from the TACC lonestar system are 37 percent of mean file transfer time, 115 percent for mean queue wait time, and 72 percent of mean execution time. Our approach achieves significantly lower prediction error on other workloads. We have wrapped these prediction techniques with Web services, making predictions available to users of distributed systems as well as tools such as resource brokers and metaschedulers.

关键词： distributed computing Web services Application software Relational databases Grid computing Processor scheduling Spatial databases Computer applications Costs parallel processing

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MM-DSM: Multi-threaded Multi-home distributed Shared Memory systems

MM-DSM: Multi-threaded Multi-home Distributed Shared Memory ...

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international symposium on parallel and distributed Processing with Applications, ISPA

作者： Chonglei Mei Hai Jiang Jeff Jenness Department of Computer Science Arkansas State University Jonesboro AR USA

Most traditional distributed Shared Memory (DSM) systems support data sharing in multi-process applications. This paper proposed a Multi-threaded Multi-home DSM system (MM-DSM) to support both data sharing and computation synchronization in multi-threaded applications whose threads are grouped into bundles and distributed across multiple computers for parallel execution. Globally shared data are rearranged and assigned to different thread bundles based on their access patterns. As thread bundles move around, their hosting nodes will act as the homes of the associated data blocks to reduce communication cost. Programmers can still stick to the shared memory programming paradigm whereas data consistency, distributed lock, false sharing and multiple writes are taken care of by MM-DSM. Experimental results demonstrate its effectiveness and correctness.

关键词： Yarn Programming profession Hardware Application software Computer science USA Councils distributed computing Multithreading Concurrent computing Costs

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A ubiquitous message passing interface implementation in Java:jmpi

A ubiquitous message passing interface implementation in Jav...

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international symposium on parallel Processing

作者： K. Dincer Department of Computer Engineering Baskent University Ankara Turkey

jmpi is a 100% Java-based implementation of the message-passing interface (MPI-1) standard jmpi comes with an efficient and effective MPI implementation in Java and supports a user-friendly Java application programming interface (API) for MPI. We present the implementation details and give some early communication benchmark performance results on a cluster of SUN UltraSparc workstations.

关键词： Message passing Java Computer interfaces Computer networks distributed computing Object oriented modeling Libraries Pervasive computing Application software Sun

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VIProf: Vertically Integrated Full-System Performance Profiler

VIProf: Vertically Integrated Full-System Performance Profil...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Hussam Mousa Chandra Krintz Lamia Youseff Rich Wolski Department of Computer Science University of California Santa Barbara USA

In this paper, we present VIProf, a full-system, performance sampling system capable of extracting runtime behavior across an entire software stack. Our long-term goal is to employ VIProf profiles to guide online optimization of programs and their execution environments according to the dynamically changing execution behavior and resource availability. VIProf thus, must be transparent while producing accurate and useful performance profiles. We overview the design and implementation of VIProf and empirically evaluate the system using a popular software stack - one that includes a Linux operating system, a Java virtual machine, and a set of applications. This composition is commonly employed and important for high-end systems such as application and Web servers as well as computational grid services. We show that VIProf introduces little overhead and is able to capture accurate (function-level) full-system performance data that previously required multiple profiles and extensive, manual, and offline post-processing of profile data.

关键词： Application software Sampling methods Runtime software performance Availability Linux Operating systems Java Virtual machining Web server

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Organic Computing and Model-Driven engineering in Embedded systems

Organic Computing and Model-Driven Engineering in Embedded S...

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international symposium on Object-Oriented Real-Time distributed Computing

作者： Mike Hinchey Roy Sterritt University of Ulster Jordanstown UK Lero-the Irish Software Engineering Research Centre University of Limerick Jordanstown Ireland

Model-driven engineering (MDE), and its various forms (such as OMG's MDA: model-driven architecture) is a software development methodology focusing on creating models and abstractions for a specific domain. It aims to increase productivity and avoid traditional SDLC problems by maximizing compatibility between systems, simplifying the process of design, and promoting understanding and communication between stakeholders and developers. Organic computing is a vision for a particular type of system, and considers what is to be delivered (self-management). MDE involves applied research into how to deliver systems. Both have the development of more effective systems as a high level objective, and so can be viewed as complementary.

关键词： Embedded computing Model driven engineering Embedded system Computer vision Biology computing Real time systems software engineering Computer industry Computer networks distributed computing

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Advances in applying genetic programming to machine learning, focussing on classification problems 06

Advances in applying genetic programming to machine learning...

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international symposium on parallel and distributed Processing (IPDPS)

作者： S.M. Winkler M. Affenzeller S. Wagner Department of Software Engineering College of Information Technology Hagenberg Upper Austria University of Applied Sciences Hagenberg Austria Institute for Design and Control of Mechatronical Systems Johannes Kepler University Linz Linz Austria

ISBN: (纸本)9781424400546

A genetic programming based approach for solving classification problems is presented in this paper. Classification is understood as the act of placing an object into a set of categories, based on the object's properties; classification algorithms are designed to learn a function which maps a vector of object features into one of several classes. This is done by analyzing a set of input-output examples ("training samples") of the function. Here we present a method based on the theory of genetic algorithms and genetic programming that interprets classification problems as optimization problems: Each presented instance of the classification problem is interpreted as an instance of an optimization problem, and a solution is found by a heuristic optimization algorithm. The major new aspects presented in this paper are suitable genetic operators for this problem class (mainly the creation of new hypotheses by merging already existing ones and their detailed evaluation) we have designed and implemented. The experimental part of the paper documents the results produced using new hybrid variants of genetic algorithms as well as investigated parameter settings

关键词： Genetic programming Algorithm design and analysis Classification algorithms Data mining Learning Optimization methods Genetic algorithms Educational institutions Information technology software engineering

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Application development on the SRC Computers, Inc. systems

Application development on the SRC Computers, Inc. systems

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international symposium on parallel and distributed Processing (IPDPS)

作者： D.S. Poznanovic SRC Computers Inc. USA

This paper describes application development for the SRC-6 system. Programs are written in high level programming languages of C and Fortran. The SRC-6 architecture is described, and performance advantage of Direct Execution Logic over microprocessors is explained. Optimizations available to programmers and example codes are discussed: 1) string searching, 2) median filter-edge detector.

关键词： Application software Field programmable gate arrays Hardware Microprocessors Programmable logic arrays Clocks Computer architecture Reconfigurable logic Random access memory parallel processing

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