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

共 10740 条记录，以下是271-280 订阅

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DADS: Dynamic Slicing Continuously-Running distributed Programs with Budget Constraints 2020

DADS: Dynamic Slicing Continuously-Running Distributed Progr...

引用

28th ACM Joint Meeting on European software engineering Conference and symposium on the Foundations of software engineering (ESEC/FSE)

作者： Fu, Xiaoqin Cai, Haipeng Li, Li Washington State Univ Pullman WA 99164 USA Monash Univ Clayton Vic Australia

ISBN: (纸本)9781450370431

We present DADS, the first distributed, online, scalable, and cost-effective dynamic slicer for continuously-running distributed programs with respect to user-specified budget constraints. DADS is distributed by design to exploit distributed and parallel computing resources. With an online analysis, it avoids tracing hence the associated time and space costs. Most importantly, DADS achieves and maintains practical scalability and cost-effectiveness tradeoffs according to a given budget on analysis time by continually and automatically adjusting the configuration of its analysis algorithm on the fly via reinforcement learning. Against eight real-world Java distributed systems, we empirically demonstrated the scalability and cost-effectiveness merits of DADS. The open-source tool package of DADS with a demo video is publicly available.

关键词： distributed system dynamic slicing reinforcement learning

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ArrOW: Experiencing a parallel Cloud-based De Novo Assembler Workflow 33

ArrOW: Experiencing a Parallel Cloud-based De Novo Assembler...

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33rd IEEE international parallel and distributed Processing symposium (IPDPS)

作者： Ocana, Kary Guedes, Thaylon de Oliveira, Daniel Natl Lab Sci Comp LNCC Petropolis RJ Brazil Fluminense Fed Univ UFF Inst Comp Niteroi RJ Brazil

ISBN: (纸本)9781538655559

Advances in next generation sequencing technologies has resulted in the generation of unprecedented volume of sequence data. DNA segments are combined into a reconstruction of the original genome using computer software called genome assemblers. Therefore, assembly now presents new challenges in terms of data management, query, and analysis due the huge number of read sequences and computing intensive CPU-memory algorithms. This restriction reduces the chances to uniformly cover space for exploring statistics, k-mer, software or eukaryotic genomes assembly. To address these issues, we present ArrOW, a cloud-based de novo Assembly clOud Workflow that explores the potential of provenance analytics and parallel computation provided by scientific workflow management systems as SciCumulus. We evaluate the overall performance of ArrOW using up to 256 cores in the Amazon AWS cloud. ArrOW reaches improvements up to 88.3% executing 1,000 reads of genomics datasets. We also highlight how data provenance analytics improved the efficiency for recovering assembling features of genomes.

关键词： component workflow cloud assembly

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A distributed-memory parallelization of a Shared-memory parallel Ensemble Kalman Filter 16

A Distributed-memory Parallelization of a Shared-memory Para...

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16th international symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)

作者： Rostami, M. Ali Buecker, H. Martin Vogt, Christian Seidler, Ralf Neuhaeuser, David Rath, Volker Univ Jena Inst Comp Sci D-07743 Jena Germany Rhein Westfal TH Aachen Inst Appl Geophys & Geothermal Energy EON Energy Res Ctr D-52056 Aachen Germany Dublin Inst Adv Studies Sch Cosm Phys Dublin 4 Ireland Univ Complutense Madrid Dept Fis Tierra Astron & Astrofis 2 Madrid Spain

ISBN: (纸本)9781479984480

Inverse problems arise in various areas of science and engineering. These problems are not only difficult to solve numerically, but they also require a large amount of computer resources both in time and memory. It is therefore not surprising that inverse problems are often solved using techniques from high-performance computing. We consider the parallelization of an inverse problem in the field of geothermal reservoir engineering. In this particular scientific application, the underlying software package is already parallelized using the shared-memory programming paradigm OpenMP. Here, we present an extension of this parallelization to distributed memory enabling a hybrid OpenMP/MPI parallelization. The situation is different from the standard way of hybrid parallel programming because the data structures of the OpenMP-parallelized code differ from those in the serial implementation. We exploit this transformation of the data structures in our distributed-memory strategy for parallelizing an ensemble Kalman filter, a particular method for the solution of inverse problems. We describe this novel parallelization strategy, introduce a performance model, and present timing results on a compute cluster using nodes with 2 sockets, each equipped with Intel Xeon X5675 Westmere EP processors with 6 cores. All timing results are obtained with a pure MPI parallelization without using any OpenMP threads.

关键词： Kalman filters message passing parallel programming shared memory systems Intel Xeon X5675 Westmere EP processors computer resource data structures distributed-memory parallelization geothermal reservoir engineering hybrid Open MP-MPI parallelization hybrid parallel programming message passing interface parallelization strategy shared-memory parallel ensemble Kalman filter shared-memory programming paradigm Algorithm design and analysis Arrays Computational modeling Inverse problems Mathematical model Standards Inverse method message passing Kalman filters parallelization Algorithm design and analysis shared memory systems parallel programming Data structures Reservoir engineering distributed memory Computational modeling Mathematical Model

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Power-aware Programming with GPU Accelerators

Power-aware Programming with GPU Accelerators

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26th IEEE international parallel and distributed Processing symposium (IPDPS)

作者： Zhang, Changyou Huang, Kun Cui, Xiang Chen, Yifeng Peking Univ Sch Elect Engn & Comp Sci Key Lab High Confidence Software Technol Beijing 100871 Peoples R China

ISBN: (纸本)9780769546766

On-chip parallelism with GPU accelerators is now ubiquitous and has received significant attention in the past few years. GPU is becoming an integral part of mainstream computing systems with highly parallel, multithreaded, many-core processors of great computational power and high memory bandwidth. Finding the best tradeoff between performance and power efficiency is more challenging than mere performance tuning. To find the principles of power-aware programming with GPU accelerators, we abstract a set of primitives from program statements. These power consumption values of primitives are helpful for power estimation during high-level program development.

关键词： GPU Power-aware Programming Primitive

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Speedcode: software Performance engineering Education via the Coding of Didactic Exercises

Speedcode: Software Performance Engineering Education via th...

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1st international Conference on Smart Energy systems and Artificial Intelligence (SESAI)

作者： Kaler, Tim Chen, Xuhao Wheatman, Brian Curtis, Dorothy Hoppe, Bruce Schardl, Tao B. Leiserson, Charles E. MIT CSAIL 77 Massachusetts Ave Cambridge MA 02139 USA Johns Hopkins Univ Baltimore MD USA Connect Associates Boston MA USA

ISBN: (纸本)9798350364613;9798350364606

This paper introduces Speedcode, an online programming platform that aims to improve the accessibility of software performance-engineering education. At its core, Speedcode provides a platform that lets users gain hands-on experience in software performance engineering and parallel programming by completing short programming exercises. Speedcode challenges users to develop fast multicore solutions for short programming problems and evaluates their code's performance and scalability in a quiesced cloud environment. Speedcode supports parallel programming using OpenCilk, task-parallel computing platform that is open-source and easy to program, teach and use for research. Speedcode aims to reduce barriers to learning and teaching software performance engineering. It allows users to run and evaluate their code on modern multicore machines from their own computer without installing any software. This provides users an easy introduction to the topic, and enables teachers to more easily incorporate lessons on software performance engineering into their courses without incurring the onerous overhead of needing to setup computing environments for their students.

关键词： education online learning platforms parallel programming software performance engineering

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Implementation of an intrusion detection system based on mobile agents

Implementation of an intrusion detection system based on mob...

引用

PDSE 2000: international symposium on software engineering for parallel and distributed systems

作者： Bernardes, Mauro Cesar dos Santos Moreira, Edson Univ of Alfenas Alfenas Brazil

The number of security-breaking attempts originated inside the organizations are increasing steadily. Attacks made in this way, usually done by 'authorized' users of the system, cannot be immediately located. As the idea of filtering the traffic at the 'entrance door' (by firewalls, for instance) is not completely successful, the use of other technologies should be considered to increase the defense capacity of a site. Therefore, the introduction of mobile agents to provide the computational security by constantly moving around within the internal infoways of an organization is presented as a natural solution to prevent both external and the internal sources of intrusion. This work presents an evaluation of the use of mobile agents mechanisms to add mobility features to the process of monitoring intrusion in computational systems. A modular approach is proposed, where independent small agents will monitor the communication paths. This approach presents significant advantages in terms of minimizing overhead, increasing scalability and flexibility and providing fault tolerance.

关键词： Computer software

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Splice: A standardized peripheral logic and interface creation engine

Splice: A standardized peripheral logic and interface creati...

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21st international parallel and distributed Processing symposium, IPDPS 2007

作者： Thiel, Justin Cytron, Ron K. Washington University Department of Computer Science and Engineering St. Louis MO 63130 United States

ISBN: (纸本)1424409101

Recent advancements in FPGA technology have allowed manufacturers to place general-purpose processors alongside user-configurable logic gates on a single chip. At first glance, these integrated devices would seem to be the ideal deployment platform for hardware-software co-designed systems, but some issues, such as incompatibility across vendors and confusion over which bus interfaces to support, have impeded adoption of these platforms. This paper describes the design and operation of Splice, a software-based code generation tool designed to address these types of issues by providing a bus-independent structure that allows end-users to integrate their customized peripheral logic easily into embedded systems. © 2007 IEEE.

关键词： Formal logic

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Feedback from a data center for education at CentraleSupelec engineering school 36

Feedback from a data center for education at CentraleSupelec...

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36th IEEE international parallel and distributed Processing symposium (IEEE IPDPS)

作者： Fix, Jeremy Vialle, Stephane Hellequin, Remi Mercier, Claudine Mercier, Patrick Tavernier, Jean-Baptiste Univ Lorraine Cent Supelec CNRS LORIA Gif Sur Yvette France Univ Paris Saclay CNRS LISN Cent Supelec Gif Sur Yvette France Cent Supelec Informat Syst Dept Gif Sur Yvette France

ISBN: (纸本)9781665497473

This paper describes the hardware and software architecture of the Data Center for Education (DCE) built up at CentraleSupelec as well as our educational objectives. Students experiment in the context of their studies with clusters of CPU and servers of GPU. They have different technical backgrounds from beginners to experts in computer science. The lectures have also different experimental requirements: from single host long running jobs for machine learning to multiple hosts short running HPC algorithms benchmarks, with lab works and projects that need to share the same pool of machines.

关键词： data center education HPC training machine learning

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An Empirical Study of Energy Consumption in distributed Simulations 2015

An Empirical Study of Energy Consumption in Distributed Simu...

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19th IEEE/ACM international symposium on distributed Simulation and Real Time Applications (DS-RT)

作者： Fujimoto, Richard Biswas, Aradhya Georgia Inst Technol Sch Computat Sci & Engn Atlanta GA 30332 USA Indian Inst Technol Hyderabad Dept Comp Sci & Engn Yeddumailaram Telangana India

ISBN: (纸本)9781467378222

Power and energy consumption are important concerns in the design of high performance and mobile computing systems, but have not been widely considered in the design of parallel and distributed simulations. The importance of these factors is discussed and metrics for power and energy overhead in parallel and distributed simulations are proposed. Factors affecting the energy consumed by synchronization algorithms and software architectures are examined. An experimental study is presented examining energy consumption of the well-known Chandy/Misra/Bryant algorithm executing on a peer-to-peer mobile computing platform and compared with a centralized client-server approach using the YAWNS synchronization algorithm. Initial results concerning queueing network simulations are also presented. The results of this study suggest that existing distributed simulation algorithms require a significant amount of additional energy compared to a sequential execution. Further, different synchronization algorithms can yield different energy consumption behaviors.

关键词： parallel discrete event simulation distributed simulation power aware computing

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A Flexible Monitoring and Notification System for distributed Resources

A Flexible Monitoring and Notification System for Distribute...

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7th international symposium on parallel and distributed Computing

作者： Smith, Garry Baker, Mark Univ Reading Sch Syst Engn Reading RG6 2AH Berks England

ISBN: (纸本)9780769534725

Resource monitoring in distributed systems is required to understand the 'health' of the overall system and to help identify particular problems, such as dysfunctional hardware, a faulty, system or application software. Desirable characteristics for monitoring systems are the ability to connect to any number of different types of monitoring agents and to provide different views of the system, based on a client's particular preferences. This paper outlines and discusses the ongoing activities within the GridRM wide-area resource-monitoring project.

关键词： Application programs

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