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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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Accommodating bursts in distributed stream processing systems

Accommodating bursts in distributed stream processing system...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Yannis Drougas Vana Kalogeraki Department of Computer Science and Engineering University of California Riverside USA Department of Informatics Athens University of Economics and Business Greece

ISBN: (纸本)9781424437511

Stream processing systems have become important, as applications like media broadcasting, sensor network monitoring and on-line data analysis increasingly rely on real-time stream processing. Such systems are often challenged by the bursty nature of the applications. In this paper, we present BARRE (Burst Accommodation through Rate REconfiguration), a system to address the problem of bursty data streams in distributed stream processing systems. Upon the emergence of a burst, BARRE dynamically reserves resources dispersed across the nodes of a distributed stream processing system, based on the requirements of each application as well as the resources available on the nodes. Our experimental results over our Synergy distributed stream processing system demonstrate the efficiency of our approach.

关键词： Streaming media Telecommunication traffic Data analysis Monitoring Availability Time factors Chemical sensors Resource management Computer science Data engineering

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Portable builds of HPC applications on diverse target platforms

Portable builds of HPC applications on diverse target platfo...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Magdalena Slawinska Jaroslaw Slawinski Vaidy Sunderam Department of Math and Computer Science Emory University Atlanta GA USA

High-end machines at modern HPC centers are constantly undergoing hardware and system software upgrades - necessitating frequent rebuilds of application codes. The number of possible combinations of compilers, libraries, application build configurations, differing hardware architectures, etc, makes the process of building applications very onerous, requiring expert build knowledge from different domains. Our ongoing Harness Workbench Toolkit (HWT) project aims to foster and streamline the entire build process on heterogeneous computational platforms. This paper focuses on a key research issue of the HWT that regards facilitating and enhancement portability of build systems across multifarious machines, with particular respect to scientific software commonly used in the HPC community. The article presents a novel HWT approach based on the concept of generic build systems and profiles which encapsulate build knowledge provided independently by relevant experts. The paper describes profiles, the logistics of storing and retrieving build information, and interfacing to user-guided builds. We also report on experiences with applying the HWT approach to two scientific production codes (CPMD, GAMESS) on Cray XT4.

关键词： Application software software libraries Packaging machines Hardware System software Computer architecture software packages Information retrieval Production Optimizing compilers

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Stochastically Robust Resource Management in Heterogeneous parallel Computing systems

Stochastically Robust Resource Management in Heterogeneous P...

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international symposium on parallel Architectures, Algorithms and Networks (ISPAN)

作者： Howard Jay Siegel Department of Electrical and Computer Engineering Department of Computer Science Colorado State University Fort Collins CO USA

This extended abstract describes the keynote presentation "stochastically robust resource management in heterogeneous parallel computing systems," to be given by H. J. Siegel. What does it mean for a computer system to be "robust"? How can robustness be described? How does one determine if a claim of robustness is true? How can one decide which of two systems is more robust? Often people state that their system software component, piece of hardware, application code, or technique is "robust," but never define what they mean by "robust." How does one determine if a claim of robustness is true when it is not defined? Furthermore, without a definition, robustness cannot be quantified, so if two people claim to have robust computing systems, for example, how can one decide which is the more robust? These are the types of issues we address in this keynote presentation. We study robustness in the context of resource allocation in heterogeneous parallel and distributed computing systems, but the robustness concepts presented have broad applicability. In heterogeneous parallel and distributed computing environments, a collection of different machines is interconnected and provides a variety of computational capabilities. These capabilities can be used to execute a workload composed of different types of applications, each of which may consist of multiple tasks, where the tasks have diverse computational requirements. The execution times of a task may vary from one machine to the next, and just because some machine A is faster than some machine B for task 1 does not mean it will be faster for task 2. Furthermore, there can be inter-task data dependencies. Tasks must share the computing and communication resources of the system. A critical research problem is how to allocate resources to tasks to optimize some performance objective. However, systems frequently have degraded performance due to uncertainties, such as unexpected machine failures, changes in system workload, or i

关键词： Robustness Resource management parallel processing distributed computing Stochastic processes Concurrent computing Uncertainty System performance Wireless sensor networks System software

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Improving the Separation of parallel Code in Skeletal systems

Improving the Separation of Parallel Code in Skeletal System...

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international symposium on parallel and distributed Computing

作者： Diogo Telmo Neves João Luís Sobral Departmento de Informática Universidade do Minho Portugal

ISBN: (纸本)9781424444106

This paper describes how to improve separation between domain-specific code and parallel code in skeletal systems. Traditionally, the code used to exploit parallelism is tangled among domain-specific code, which leads to problems such as: poor maintainability, lower flexibility, and weak scalability. In this paper we introduce the design of the YaSkel framework, which is a support tool to write parallel programs. We argue that the design of YaSkel framework allows more freedom to change the parallelization strategy when compared with traditional skeleton frameworks. To change the parallelization strategy we rely on DI - Dependency Injection - to inject a reference of a specific skeleton in latter development stages. We also show that AOP - Aspect Oriented Programming - could be used to minimize the impact of applying skeleton based approaches to legacy code.

关键词： Skeleton parallel processing parallel programming Application software distributed computing Scalability Productivity Multicore processing Hardware Programming profession

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Ibis: Real-world problem solving using real-world grids

Ibis: Real-world problem solving using real-world grids

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international symposium on parallel and distributed Processing (IPDPS)

作者： H.E. Bal N. Drost R. Kemp J. Maassen R.V. van Nieuwpoort C. van Reeuwijk F.J. Seinstra Department of Computer Science Vrije Universiteit Amsterdam Netherlands

Ibis is an open source software framework that drastically simplifies the process of programming and deploying large-scale parallel and distributed grid applications. Ibis supports a range of programming models that yield efficient implementations, even on distributed sets of heterogeneous resources. Also, Ibis is specifically designed to run in hostile grid environments that are inherently dynamic and faulty, and that suffer from connectivity problems. Recently, Ibis has been put to the test in two competitions organized by the IEEE Technical Committee on Scalable Computing, as part of the CCGrid 2008 and Cluster/Grid 2008 international conferences. Each of the competitions' categories focused either on the aspect of scalability, efficiency, or fault-tolerance. Our Ibis-based applications have won the first prize in all of these categories. In this paper we give an overview of Ibis, and - to exemplify its power and flexibility - we discuss our contributions to the competitions, and present an overview of our lessons learned.

关键词： Problem-solving Application software Grid computing distributed computing Large-scale systems Resource management Programming profession Data analysis Computer science Open source software

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Supporting Reconfigurable Fault Tolerance on Application Servers

Supporting Reconfigurable Fault Tolerance on Application Ser...

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international symposium on parallel and distributed Processing with Applications, ISPA

作者： Junguo Li Gang Huang Xingrun Chen Franck Chauvel Hong Mei Key Laboratory of High Confidence Software Technologies Ministry of Education School of Electronics Engineering and Computer Science Peking University Beijing China

Dynamic reconfiguration support in application servers is a solution to meet the demands for flexible and adaptive component-based applications. However, when an application is reconfigured, its fault-tolerant mechanism should be reconfigured either. This is one of the crucial problems we have to solve before a fault-tolerant application is dynamically reconfigured at runtime. This paper proposes a fault-tolerant sandbox to support the reconfigurable fault-tolerant mechanisms on application servers. We present how the sandbox integrates multiple error detection and recovery mechanisms, and how to reconfigure these mechanisms at runtime, especially for coordinated recovery mechanisms. We implement a prototype and perform a set of controlled experiments to demonstrate the sandboxpsilas capabilities.

关键词： Fault tolerance Application software Runtime Availability software architecture Java Computer architecture Switches distributed processing Educational technology

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Byzantine fault-tolerant implementation of a multi-writer regular register

Byzantine fault-tolerant implementation of a multi-writer re...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Khushboo Kanjani Hyunyoung Lee Jennifer L. Welch Oracle Corporation Department of Computer Science & Engineering Texas A and M University USA

distributed storage systems have become popular for handling the enormous amounts of data in network-centric systems. A distributed storage system provides client processes with the abstraction of a shared variable that satisfies some consistency and reliability properties. Typically the properties are ensured through a replication-based implementation. This paper presents an algorithm for a replicated read-write register that can tolerate Byzantine failures of some of the replica servers. The targeted consistency condition is a version of regularity that supports multiple writers. Although regularity is weaker than the more frequently supported condition of atomicity, it is still strong enough to be useful in some important applications. By weakening the consistency condition, the algorithm can support multiple writers more efficiently than the known multi-writer algorithms for atomic consistency.

关键词： Fault tolerance Costs Fault tolerant systems Network servers Computer crashes Protocols Registers Computer science Data engineering Reliability engineering

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JEOPARD -- Java Environment for parallel Real-Time Development

JEOPARD -- Java Environment for Parallel Real-Time Developme...

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international symposium on Object-Oriented Real-Time distributed Computing

作者： Fridtjof Siebert Aicas GmbH Karlsruhe Germany

Multicore systems have become standard for desktop computers today. Current operating systems and software development tools provide straightforward means to use the additional computing power. However, a more fundamental change in the design and development of software is required to fully exploit the power of multicore systems. Furthermore, the fast growing market of embedded systems is currently largely unaffected by the introduction of multicore systems. This will change quickly in the future, which will mean that there will be a demand on efficient development of reliable embedded software that can give real-time guarantees and exploit the available power on multicore *** JEOPARD project addresses this demand by developing Java software tools to exploit multicore power while ensuring correctness and predictable timing. This paper gives an overview of the JEOPARD project and focuses on key technical issues such as real-time scheduling and real-time garbage collection on multi-core systems.

关键词： Java Multicore processing Real time systems Power system reliability Operating systems Programming Embedded system Embedded software software tools Timing

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A common database approach for OLTP and OLAP using an in-memory column database 09

A common database approach for OLTP and OLAP using an in-mem...

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international Conference on Management of Data and 28th symposium on Principles of Database systems, SIGMOD-PODS'09

作者： Plattner, Hasso Hasso Plattner Institute for IT Systems Engineering University of Potsdam Prof.-Dr.-Helmert-Str 2-3 14482 Potsdam Germany

ISBN: (纸本)9781605585543

When SQL and the relational data model were introduced 25 years ago as a general data management concept, enterprise software migrated quickly to this new technology. It is fair to say that SQL and the various implementations of RDBMSs became the backbone of enterprise systems. In those days. we believed that business planning, transaction processing and analytics should reside in one single system. Despite the incredible improvements in computer hardware, high-speed networks, display devices and the associated software, speed and flexibility remained an issue. The nature of RDBMSs, being organized along rows, prohibited us from providing instant analytical insight and finally led to the introduction of so-called data warehouses. This paper will question some of the fundamentals of the OLAP and OLTP separation. Based on the analysis of real customer environments and experience in some prototype implementations, a new proposal for an enterprise data management concept will be presented. In our proposal, the participants in enterprise applications, customers, orders, accounting documents, products, employees etc. will be modeled as objects and also stored and maintained as such. Despite that, the vast majority of business functions will operate on an in memory representation of their objects. Using the relational algebra and a column-based organization of data storage will allow us to revolutionize transactional applications while providing an optimal platform for analytical data processing. The unification of OLTP and OLAP workloads on a shared architecture and the reintegration of planning activities promise significant gains in application development while simplifying enterprise systems drastically. The latest trends in computer technology - e.g. blade architecture, multiple CPUs per blade with multiple cores per CPU allow for a significant parallelization of application processes. The organization of data in columns supports the parallel use of cores for filterin

关键词： Digital storage

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MGST: A framework for performance evaluation of Desktop Grids

MGST: A framework for performance evaluation of Desktop Grid...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Majd Kokaly Issam Al-Azzoni Douglas G. Down Department of Computing and Software McMaster University Hamilton ONT Canada

Desktop Grids are rapidly gaining popularity as a cost-effective computing platform for the execution of applications with extensive computing needs. As opposed to grids and clusters, these systems are characterized by having a non-dedicated infrastructure. These unique characteristics need to be considered in developing resource management strategies for Desktop Grids. Several frameworks for the performance evaluation of resource management strategies have been suggested for grids. However, similar projects for Desktop Grids are still lacking. This paper presents MGST, the first performance testing framework for Desktop Grids. We discuss the design of the tool and show how it can be used to analyze and improve the performance of an existing Desktop Grid scheduling policy.

关键词： Performance analysis Automatic testing Grid computing Resource management System testing Scalability Scheduling software performance Application software Computer applications

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