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检索条件"任意字段=7th International Symposium on Parallel and Distributed Computing"

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A parallel algorithm for statistical multiword term extraction from very large corpora 17

A parallel algorithm for statistical multiword term extracti...

引用

2015 IEEE 17th international Conference on High Performance computing and Communications (HPCC)

作者： Goncalves, Carlos Silva, Joaquim F. Cunha, Jose C. IPL ISEL P-1959007 Lisbon Portugal Univ Nova Lisboa Fac Ciencias & Tecnol NOVA Lab Comp Sci & Informat P-2829516 Caparica Portugal

ISBN: (纸本)9781479989379

Multi-word Relevant Expressions (REs) can be defined as sequences of words (n-grams) with strong semantic meaning, such as "ice melting" and "Ministere des Affaires Etrangeres", useful in Information Retrieval, Document Clustering or Classification and Indexing of Documents. the need of extracting REs in several languages led research on statistical approaches rather than symbolic methods, since the former allow language-independence. Based on the assumption that REs have strong cohesion between their consecutive n-grams, the LocalMaxs algorithm is a language independent approach that extracts REs. Apart from its good precision, this extractor is time-consuming, being inoperable for Big Data if implemented in a sequential manner. this paper presents the first parallel and distributed version of this algorithm, achieving almost linear speedup and sizeup when processing corpora up to 1 billion words, using up to 54 virtual machines in a public cloud. this parallel version of the algorithm explores the statistical knowledge of the n-grams in the corpus, to promote the locality of the references.

关键词： Text Mining Large Corpora Multiword Terms Statistical Extraction parallel Processing Cloud

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EPH: An efficient and robust group membership topology for distributed systems

EPH: An efficient and robust group membership topology for d...

引用

7th IEEE international symposium on Networking computing and Applications, NCA 2008

作者： Madipadaga, Ravi Bhaskaran, Sabishaw Mukherjee, Saikat Siemens Corporate Technology Bangalore 560100 India

ISBN: (纸本)9780769531922

Group membership protocols in distributed systems enable entities in a group to be aware of all other entities in the group. this information is essential for the system to perform as a cohesive unit collaborating to achieve a common objective. In dynamic environments where devices join and leave the group frequently and failures occur, maintaining consistent group membership information efficiently is a non-trivial problem. We evaluate different logical topologies used to represent distributed systems and propose a group membership topology, extended polygonal hubs (EPH) which provides, 1) faster view convergence times and 2) better robustness characteristics compared to traditional hierarchical trees. © 2008 IEEE.

关键词： Topology

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A High-Order Finite Element parallel MatLab Software

A High-Order Finite Element Parallel MatLab Software

引用

7th international Conference on Engineering Computational Technology

作者： Bargos, F. F. Augusto, R. A. Bittencourt, M. L. Univ Estadual Campinas Fac Mech Engn Dept Mech Design Campinas SP Brazil

ISBN: (纸本)9781905088416

this work presents a high-order finite element solver developed in the MatLab environment with procedures for high performance computing based on a very simple domain decomposition technique. the code has been developed with the goal of testing news procedures for the solution of finite elements problems using distributed computing. the code has been tested in many different problems including Poisson operator, Plane Stress, Plane Strain, Linear and Nonlinear Elasticity, Optimization, Contact and Reynolds Equation. this paper aims to present features of the developed software, mainly the aspects of domain decomposition and distributed computing.

关键词： finite element method distributed computation MatLab parallel high-performance computing

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A Robust Control Strategy for parallel-Connected distributed Generation Using Real-Time Simulation 7

A Robust Control Strategy for Parallel-Connected Distributed...

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7th IEEE international symposium On Power Electronics for distributed Generation Systems (PEDG)

作者： Bouzid, Allal M. Sicard, Pierre Paquin, Jean-Nicolas Yamane, Amine Univ Quebec Trois Rivieres ECE Dept Res Grp Ind Elect Trois Rivieres PQ Canada OPAL RT Technol Inc 1751 Richardson2525 Montreal PQ Canada

ISBN: (纸本)9781467386173

In the context of renewable energy sources integration, the use of microgrids (MGs) with multiple distributed generation (DG) based on voltage source inverters is the solution to significantly reduce the influence of the unpredictable nature of the renewable energy sources on the grid. this paper focuses on the problem of uncertainties and disturbances found in such applications with various LCL filter parameters, load conditions and network conditions, and the problem of voltage control of inverter-interfaced microgrids with radial structure. the main objectives of this paper are to (i) design a robust low-order voltage controller which ensures robustness as well as desired performance of the microgrid system in spite of uncertain parameters;(ii) validate the complete model of MG under different operating conditions using a digital real-time simulator. this simulator is a beneficial tool that allows the verification of several scenarios with different operating conditions. It accelerates the testing process as compared to offline simulations, where computation time is much larger.

关键词： Microgrid robust control H-infinity distributed generation real time simulation RT-LAB

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Solving Open MIP Instances with ParaSCIP on Supercomputers using up to 80,000 Cores 30

Solving Open MIP Instances with ParaSCIP on Supercomputers u...

引用

30th IEEE international parallel and distributed Processing symposium (IPDPS)

作者： Shinano, Yuji Achterberg, Tobias Berthold, Timo Heinz, Stefan Koch, thorsten Winkler, Michael Zuse Inst Berlin Takustr 7 D-14195 Berlin Germany Gurobi GmbH Berlin Germany Fair Isaac Germany GmbH Berlin Germany

ISBN: (纸本)9781509021406

this paper describes how we solved 12 previously unsolved mixed-integer programming (MIP) instances from the MIPLIB benchmark sets. To achieve these results we used an enhanced version of ParaSCIP, setting a new record for the largest scale MIP computation: up to 80,000 cores in parallel on the Titan supercomputer. In this paper we describe the basic parallelization mechanism of ParaSCIP, improvements of the dynamic load balancing and novel techniques to exploit the power of parallelization for MIP solving. We give a detailed overview of computing times and statistics for solving open MIPLIB instances.

关键词： Mixed Integer Programming parallel processing Node merging Racing ParaSCIP Ubiquity Generator Framework MIPLIB

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Productive Programming of GPU Clusters with OmpSs

Productive Programming of GPU Clusters with OmpSs

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26th IEEE international parallel and distributed Processing symposium (IPDPS) / Workshop on High Performance Data Intensive computing

作者： Bueno, Javier Planas, Judit Duran, Alejandro Badia, Rosa M. Martorell, Xavier Ayguade, Eduard Labarta, Jesus Barcelona Supercomp Ctr Barcelona Spain Barcelona Supercomp Ctr IIIA CSIC Barcelona Spain Univ Politecn Cataluna Barcelona Supercomp Ctr E-08028 Barcelona Spain

ISBN: (纸本)9780769546759

Clusters of GPUs are emerging as a new computational scenario. Programming them requires the use of hybrid models that increase the complexity of the applications, reducing the productivity of programmers. We present the implementation of OmpSs for clusters of GPUs, which supports asynchrony and heterogeneity for task parallelism. It is based on annotating a serial application with directives that are translated by the compiler. With it, the same program that runs sequentially in a node with a single GPU can run in parallel in multiple GPUs either local (single node) or remote (cluster of GPUs). Besides performing a task-based parallelization, the runtime system moves the data as needed between the different nodes and GPUs minimizing the impact of communication by using affinity scheduling, caching, and by overlapping communication with the computational task. We show several applicactions programmed with OmpSs and their performance with multiple GPUs in a local node and in remote nodes. the results show good tradeoff between performance and effort from the programmer.

关键词： Cluster programming GPGPU computing accelerators OpenMP

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Data partitioning schemes for the parallel implementation of the revised simplex algorithm for LP problems 7

Data partitioning schemes for the parallel implementation of...

引用

7th international parallel Processing symposium, IPPS 1993

作者： Sridhar, U. Basu, A. Center for Dev. of Adv. Comput. 2/1 Brunton Road Bangalore560025 India

ISBN: (纸本)0818634421

the parallel implementation of the revised simplex algorithm (RSA) using eta-factorization holds the promise of significant improvement in the execution time by virtue of the existence of a high degree of parallelism in the computation within an iteration of the algorithm. However, the scheme employed to partition key data structures in a distributed memory parallel processor has a great impact on the achievable performance. the paper explores the trade-offs between block-row and block-column partitioning schemes for the matrix of constraint coefficients vis-a-vis the communication overheads and granularity of parallel computations. the results of an approximate analysis of the compute-communication balance are compared with measurements from practical implementation of the partitioning schemes on C-DAC's PARAM 8000 distributed memory parallel processor. © 1993 IEEE.

关键词： Iterative methods

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A case study in metacomputing: distributed simulations of mixing in turbulent convection 7

A case study in metacomputing: Distributed simulations of mi...

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1993 Workshop on Heterogeneous Processing, VVHP 1993, Held in conjunction with the 7th international parallel Processing symposium

作者： Klietz, Alan E. Malevsky, Andrei V. Chin-Purcell, Ken Minnesota Supercomputer Center Inc. 1200 Washingon Avenue South MinneapolisMN55415 United States U.S. Army High Performance Computing Research Center University of Minnesota 1100 Washington Avenue South MinneapolisMN55415 United States

ISBN: (纸本)0818635312

Recent trends towards real-time visualization of large, 3-D datasets have created extraordinary demands on CPU, memory, and I/O resources. In this paper we describe how a metacomputing environment was used to perform a volumetric analysis of mixing in thermal convection. this application was judged the "Best of the Best" in the Heterogeneous computing Challenge competition held at Supercomputing '92. In this paper we show how the winning application was designed and implemented. We conclude with a discussion of some future issues that researchers and vendors need to address in order to provide better environments for large heterogeneous HPC applications. © 1993 IEEE.

关键词： Volumetric analysis

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Maximal Clique Enumeration with Data-parallel Primitives 7

Maximal Clique Enumeration with Data-Parallel Primitives

引用

IEEE 7th symposium on Large Data Analysis and Visualization (LDAV)

作者： Lessley, Brenton Perciano, Talita Mathai, Manish Childs, Hank Bethel, E. Wes Univ Oregon Eugene OR 97403 USA Lawrence Berkeley Natl Lab Berkeley CA USA

ISBN: (纸本)9781538606179

the enumeration of all maximal cliques in an undirected graph is a fundamental problem arising in several research areas. We consider maximal clique enumeration on shared-memory, multi-core architectures and introduce an approach consisting entirely of data-parallel operations, in an effort to achieve efficient and portable performance across different architectures. We study the performance of the algorithm via experiments varying over benchmark graphs and architectures. Overall, we observe that our algorithm achieves up to a 33-time speedup and 9-time speedup over state-of-the-art distributed and serial algorithms, respectively, for graphs with higher ratios of maximal cliques to total cliques. Further, we attain additional speedups on a GPU architecture, demonstrating the portable performance of our data-parallel design.

关键词： Arrays Algorithm design and analysis Vegetation Data visualization Graphics processing units

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distributed server selection with imprecise state for replicated server group

Distributed server selection with imprecise state for replic...

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7th international symposium on parallel Architectures, Algorithms and Networks (I-SPAN 2004)

作者： Chang, H Jia, WJ Zhang, L S China Univ Technol Informat Network Engn & Res Ctr Guangzhou 510640 Peoples R China

ISBN: (纸本)0769521355

Server replication is an approach often used to improve service access efficiency and availability for a large number of clients. this paper adopts a simple service model and investigates a set of efficient algorithms for server selection in an anycast group under the condition of imprecise network delay. the algorithms use ticket-based probing approach to search the path with short delay and probe the server load at the same time and try to optimize the server and path delay at the same time. the simulation results demonstrate that our algorithms are efficient in terms of server response time for sever selection compared with several other server selection algorithms.

关键词： Servers

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