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proceedings - 2015 25th International workshop on Power and Timing Modeling, Optimization and simulation, PATMOS 2015

Proceedings - 2015 25th International Workshop on Power and ...

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25th International workshop on Power and Timing Modeling, Optimization and simulation, PATMOS 2015

ISBN: (纸本)9781467394192

The proceedings contain 26 papers. The topics discussed include: response time schedulability analysis for hard real-time systems accounting DVFS latency on heterogeneous cluster-based platform;calculation of worst-case execution time for multicore processors using deterministic execution;a n unconventional computing technique for ultra- fast and ultra-low power data mining;dedicated network for distributed configuration in a mixed-signal wireless sensor node circuit;energy management via PI control for data parallel applications with throughput constraints;dynamic current reduction of CMOS digital circuits through design and process optimization;unified power format (UPF) methodology in a vendor independent flow;a synchronous sub-threshold ultra-low power processor;and constructing stability-based clock gating with hierarchical clustering.

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simulation software engineering: Experiences and challenges 3

Simulation software engineering: Experiences and challenges

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3rd International workshop on Software Engineering for High Performance Computing in Computational Science and Engineering, SEHPCCSE 2015 - co-located with Supercomputing 2015

作者： Wagner, Stefan Pflüger, Dirk Mehl, Miriam Institute of Software Technology University of Stuttgart Germany Institute for Parallel and Distributed Systems University of Stuttgart Germany

ISBN: (纸本)9781450340120

Using software for large-scale simulations has become an important research method in many disciplines. With increasingly complex simulations, simulation software becomes a valuable assest. Yet, the quality of many simulation codes is worrying. In this paper, we want to collect and structure the challenges for a systematic simulation software engineering as a reference and the basis for further research. We describe our own experiences with developing simulation software and collaborating with non-computer-scientists. We complement our experienced challenges with a brief literature review. We structured the challenges for simulation software engineering into six areas: motivation and recognition;education and training;developer turnover;software length of life;verification, validation and debugging;and efficiency vs. maintainability. Overcoming these challenges needs efforts from research agencies, scientific computing researchers as well as software engineering researchers. © 2015 ACM.

关键词： Verification

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FDPS: A novel framework for developing high-performance particle simulation codes for distributed-memory systems 5

FDPS: A novel framework for developing high-performance part...

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5th International workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing, WOLFHPC 2015

作者： Iwasawa, Masaki Tanikawa, Ataru Hosono, Natsuki Nitadori, Keigo Muranushi, Takayuki Makino, Junichiro RIKEN Advanced Institute for Computational Science 7-1-26 Minatojima- minami-machi Chuo-ku Kobe Hyogo Japan

ISBN: (纸本)9781450340168

We have developed FDPS (Framework for Developing Particle Simulator), which enables researchers and programmers to develop high-performance particle simulation codes easily. The basic idea of FDPS is to separate the program code for complex parallelization including domain decomposition, redistribution of particles, and exchange of particle information for interaction calculation between nodes, from actual interaction calculation and orbital integration. FDPS pro- vides the former part and the users write the latter. Thus, a user can implement, for example, a high-performance N- body code, only in 120 lines. In this paper, we present the structure and implementation of FDPS, and describe its performance on two sample applications: gravitational N-body simulation and Smoothed Particle Hydrodynamics simulation. Both codes show very good parallel efficiency and scalability on the K computer. FDPS lets the researchers concentrate on the implementation of physics and mathematical schemes, without wasting their time on the development and performance tuning of their codes. © 2015 ACM.

关键词： Gravitation

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Intelligent distributed Computing VI: proceedings of the 6th International Symposium on Intelligent distributed Computing - IDC 2012, Calabria, Italy, ... 2012

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2014年

作者： Giancarlo Fortino Costin Bădică Michele Malgeri Rainer Unland

ISBN: (纸本)9783642439346

This book represents the combined peer-reviewed proceedings of the Sixth International Symposium on Intelligent distributed Computing -- IDC~2012, of the International workshop on Agents for Cloud -- A4C~2012 and of the Fourth International workshop on Multi-Agent Systems Technology and Semantics -- MASTS~2012. All the events were held in Calabria, Italy during September 24-26, *** 37 contributions published in this book address many topics related to theory and applications of intelligent distributed computing and multi-agent systems, including: adaptive and autonomousdistributed systems, agent programming, ambient assistedliving systems, business process modeling and verification, cloudcomputing, coalition formation, decision support systems, distributed optimization and constraint satisfaction, gesture recognition, intelligent energy management in WSNs, intelligent logistics, machine learning, mobile agents, parallel and distributed computational intelligence, parallel evolutionary computing, trust metrics and security, scheduling in distributed heterogenous computing environments, semantic Web service composition, social simulation, and software agents for WSNs.

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CEUR workshop proceedings

CEUR Workshop Proceedings

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9th International Conference of Programming, UkrPROG 2014

The proceedings contain 18 papers. The topics discussed include: coordinated description of algorithms within the framework of algebraic vehicle;NP-hardness of collective pursuiting optimization problems;formalized designing and generation of parallel program for numerical weather forecasting task;block algorithm for householder transformations for hybrid architecture computers;regression testing: techniques and future research directions;static method of consistency and completeness checking in formal model of distributed software systems;a formal semantics of aggregate operations of multiset table algebra;and methods of simulation of behavior of agents in multi-agent system 'navigation'.

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Efficient pseudorecursive evaluation schemes for non-adaptive sparse grids 1

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2nd workshop on Sparse Grids and Applications, SGA 2012

作者： Buse, Gerrit Pflüger, Dirk Jacob, Riko TU München München Germany Institute for Parallel and Distributed Systems Universität Stuttgart Stuttgart Germany ETH Zurich Zurich Switzerland

ISBN: (数字)9783319045375

ISBN: (纸本)9783319045368

In this work we propose novel algorithms for storing and evaluating sparse grid functions, operating on regular (not spatially adaptive), yet potentially dimensionally adaptive grid types. Besides regular sparse grids our approach includes truncated grids, both with and without boundary grid points. Similar to the implicit data structures proposed in Feuersänger (Dünngitterverfahren für hochdimensionale elliptische partielle Differntialgleichungen. Diploma Thesis, Institut für Numerische simulation, Universität Bonn, 2005) and Murarasu et al. (proceedings of the 16th ACM Symposium on Principles and Practice of parallel Programming. Cambridge University Press, New York, 2011, pp. 25–34) we also define a bijective mapping from the multi-dimensional space of grid points to a contiguous index, such that the grid data can be stored in a simple array without overhead. Our approach is especially well-suited to exploit all levels of current commodity hardware, including cache-levels and vector extensions. Furthermore, this kind of data structure is extremely attractive for today’s real-time applications, as it gives direct access to the hierarchical structure of the grids, while outperforming other common sparse grid structures (hash maps, etc.) which do not match with modern compute platforms that well. For dimensionality d ≤10 we achieve good speedups on a 12 core Intel Westmere-EP NUMA platform compared to the results presented in Murarasu et al. (proceedings of the International Conference on Computational Science—ICCS 2012. Procedia Computer Science, 2012). As we show, this also holds for the results obtained on Nvidia Fermi GPUs, for which we observe speedups over our own CPU implementation of up to 4.5 when dealing with moderate dimensionality. In high-dimensional settings, in the order of tens to hundreds of dimensions, our sparse grid evaluation kernels on the CPU outperform any other known implementation. © Springer International Publishing Switzerland 2014.

关键词： parallel programming

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Simulating and benchmarking the shallow-water fluid dynamical equations on multiple graphical processing units 14

Simulating and benchmarking the shallow-water fluid dynamica...

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proceedings of the twelfth Australasian Symposium on parallel and distributed Computing - Volume 152

作者： D. P. Playne K. A. Hawick M. G. B. Johnson Massey University -- Albany Auckland New Zealand

ISBN: (纸本)9781921770340

The shallow-water model equations provide a simple yet realistic benchmark problem in computational fluid dynamics (CFD) that can be implemented on a variety of computational platforms. Graphical Processing Units can be used to accelerate such problems either singly using a data parallel decompositional scheme or with multiple devices using a domain decompositional approach. We implement the SW equations on a range of modern GPUs with both parallel schemes and report on the typical performance. We compare integer optimised GPUs and very modern floating-point intensive GPU devices such as NVidia's Kepler K20X, and also investigate different m-GPU communication methods for geometric decompositions. We give detailed performance results and a summary of the main parallelisation issues.

关键词： parallel computing shallow water system climate simulation multiple GPU single GPU weather simulation

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Analysis of control-theoretic predictive strategies for the adaptation of distributed parallel computations

Analysis of control-theoretic predictive strategies for the ...

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1st International workshop on Optimization techniques for Resources Management in Cloud, ORMaCloud 2013

作者： Mencagli, Gabriele Vanneschi, Marco Department of Computer Science University of Pisa Largo B. Pontecorvo 3 I-56127 Pisa Italy

ISBN: (纸本)9781450319829

In adaptive distributed parallel applications the adaptation process is based on the ability to change some characteristics of parallel components, such as the parallelism form and the parallelism degree, in response to unexpected execution conditions. Although existing research work has studied this problem, it is of increasing importance to investigate adaptation strategies able to reach important properties like the stability of control decisions, i.e. to guarantee that reconfigurations are effective and durable, and control optimality, expressed by means of cooperative and non-cooperative agreements between decisions of different controllers. These properties are crucial in distributed environments like Grids and Clouds, where reconfigurations imply a cost both in terms of a performance degradation as well as a monetary charge. In this paper we briefly introduce the basic ideas of our methodology and we introduce different adaptation strategies based on alternative formulations of the Model-based Predictive Control technique. First hints about the effectiveness of our approach are discussed through experiments developed in a simulation environment. © 2013 ACM.

关键词： autonomic computing model-based predictive control parallel computations reconfigurations

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Mobile fog: A programming model for large-scale applications on the internet of things

Mobile fog: A programming model for large-scale applications...

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2013 2nd ACM SIGCOMM workshop on Mobile Cloud Computing, MCC 2013

作者： Hong, Kirak Lillethun, David Ramachandran, Umakishore Ottenwälder, Beate Koldehofe, Boris College of Computing Georgia Institute of Technology Atlanta GA United States Institute of Parallel and Distributed Systems University of Stuttgart Stuttgart Germany

ISBN: (纸本)9781450321808

The ubiquitous deployment of mobile and sensor devices is creating a new environment, namely the Internet of Things (IoT), that enables a wide range of future Internet applications. In this work, we present Mobile Fog, a high level programming model for future Internet applications that are geospatially distributed, large-scale, and latency-sensitive. We analyze use cases for the programming model with camera network and connected vehicle applications to show the efficacy of Mobile Fog. We also evaluate application performance through simulation. © 2013 ACM.

关键词： Internet of things

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distributed predictive control for a class of hybrid systems with event-based communication

Distributed predictive control for a class of hybrid systems...

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4th IFAC workshop on distributed Estimation and Control in Networked Systems, NecSys 2013

作者： Groß, Dominic Stursberg, Olaf Institute of Control and System Theory University of Kassel 34121 Kassel Germany

ISBN: (纸本)9783902823557

This paper proposes a strategy for distributed model predictive control (DMPC) with event-based communication for piecewise affine (PWA) systems coupled via a common cost function and, possibly non-convex, constraints. In order to achieve cooperation between subsystems, each subsystem optimizes over its own inputs and the inputs of directly interconnected systems. In the proposed scheme, all subsystems optimize in parallel in each time step, and the subsystems only communicate information to interconnected subsystems if a triggering condition is met. Under some assumptions on a terminal control law, recursive feasibility and stability of the scheme are established. simulation results for a platoon of autonomous vehicles are used to illustrate the approach. Copyright © 2013 IFAC.

关键词： Networked control systems

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