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State management for distributed python applications

State management for distributed python applications

引用

10th Workshop on Advances in parallel and distributed Computational Models/22nd ieee International parallel and distributed processing symposium

作者： Benson, Gregory D. Univ San Francisco Dept Comp Sci San Francisco CA 94117 USA

ISBN: (纸本)9781424416936

We present a novel state management mechanism that can be used to capture the complete execution state of distributed Python applications. this mechanism can serve as the foundation for a variety of dependability strategies including checkpointing, replication, and migration. Python is increasingly used for rapid prototyping parallel programs and, in some cases, used for high-performance application development using libraries such as NumPy. Building on Stackless Python and the River parallel and distributed programming environment, we have developed mechanisms for state capture at the language level. Our approach allows for migration and checkpointing of applications in heterogeneous environments. In addition, we allow for pre-emptive state capture so that programmers need not introduce explicit snapshot requests. Our mechanism can be extended to support application or domain-specific state capture. To our knowledge, this is the first general checkpointing scheme for Python. We describe our system, the implementation, and give some initial performance figures.

关键词： Python

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Analysis of synchronous and induction generators in parallel operation mode in an isolated electric system 8

Analysis of synchronous and induction generators in parallel...

引用

8th ieee International symposium on Power Electronics for distributed Generation Systems, PEDG 2017

作者： Silva, Vinicius Zimmermann Rezek, Ángelo Jose Junqueira Corrêa, Rafael Di Lorenzo UNIFEI-Federal University of Itajubá Itajubá Brazil

ISBN: (纸本)9781509053384

this paper presents first an analysis of a parallel connection of one synchronous generator and one self-excited induction generator, each coupled to its dc machine as well as a capacitor bank with a resistive load connected to the system. In this stage, the voltage and frequency adjustments were done manually. In the second portion, a similar circuit was implemented considering a voltage loop control and a speed loop control to the synchronous generator. these controls kept on the system voltage and frequency stables. the induction generator supplies the part of active power required by load. the synchronous generator controls the frequency and supplies the reactive power and the additional active power. the experiment demonstrated the feasibility and stable operational performance for this alternative and creative parallel arrangement of generators. © 2017 ieee.

关键词： Asynchronous generators

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MUPHY: A parallel high performance multi physics/scale code

MUPHY: A parallel high performance multi physics/scale code

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10th Workshop on Advances in parallel and distributed Computational Models/22nd ieee International parallel and distributed processing symposium

作者： Bernaschi, Massimo Succi, Sauro Fyta, Maria Kaxiras, Efthimios Melchionna, Simone Sircar, Jayanta K. CNR Ist Applicaz Calcolo Viale Policlin 137 I-00161 Rome Italy Harvard Univ Sch Engn & Appl Sci Dept Phys Cambridge MA 02138 USA

ISBN: (纸本)9781424416936

We present a parallel high-performance program that combines microscopic Molecular Dynamics (MD) with a mesoscopic Lattice Boltzmann (LB) method to simulate the translocation of biopolymers through nanometer size pores explicitly taking into account the interactions of the molecule with the surrounding fluid. the parallel implementation exhibits excellent scalability on the BlueGene platform and includes techniques which may improve the flexibility and efficiency of other complex multi-physics applications.

关键词： Biopolymers

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Fault location in multistage interconnection networks with global and distributed control

Fault location in multistage interconnection networks with g...

引用

Proceedings of the 8th International parallel processing symposium

作者： Bernard, Ernst G. Sauer, Matthias Nossek, Josef A. TU Munich Munich Germany

ISBN: (纸本)0818656026

In this paper a procedure is presented for locating single faults in N × N cube-type interconnection networks with global and with distributed control. Networks with distributed control are assumed to be based on comparator cells with bit-serial architecture. It is shown that fault location requires eight tests for interconnection networks with global control under a functional fault model and four sets of test vectors for interconnection networks with distributed control under the stuck-at fault model, given a specific implementation of the comparator cell. the outstanding feature of this procedure is that the input vectors are independent not only of the network size, but also of the actual fault location. thus, the fault location procedure can easily be implemented and has low time consumption.

关键词： Computer networks

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Efficient barriers for distributed shared memory computers

Efficient barriers for distributed shared memory computers

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Proceedings of the 8th International parallel processing symposium

作者： Grunwald, Dirk Vajracharya, Suvas Univ of Colorado Boulder United States

ISBN: (纸本)0818656026

Barrier algorithms are central to the performance of numerous algorithms on scalable, high-performance architectures. Numerous barrier algorithms have been suggested and studied for Non-Uniform Memory Access (NUMA) architectures, but less work has been done for Cache Only Memory Access (COMA) or attraction memory [1] architectures such as the KSR-1. In this paper, we presented two new barrier algorithms that offer the best performance we have recorded on the KSR-1 distributed cache multiprocessor. We discuss the trade-offs and the performance of seven algorithms on two architectures. the new barrier algorithms adapt well to a hierarchical caching memory model and take advantage of parallel communication offered by most multiprocessor interconnection networks,. Performance results are shown for a 256-processor KSR-1 and a 20-processor Sequent Symmetry.

关键词： parallel processing systems

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Research of terrain 3D visualization and data transfer services within distributed system

Research of terrain 3D visualization and data transfer servi...

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8th International Conference on Signal processing

作者： Chen, Peng Meng, Lingkui Qi, Yingjin Yang, Jie Wuhan Univ Sch Remote Sensing Informat Engn Wuhan 430070 Hubei Peoples R China Ministry Water Resource Hydrograph Bureau Huaihe River Commiss Wuhan 430070 Hubei Peoples R China Wuhan Univ Donghu Coll Wuhan 430070 Hubei Peoples R China

ISBN: (纸本)9780780397361

this paper introduced a brand-new, parallel distributed and extensible framework of 3D visualization system put forward by the author, which is based on JAVA techniques. the author designed parallel process method which works together with the terrain simplification algorithm to improve the speed of the 3d interactive system. As shown from the experiment results, the designed framework achieves a satisfying effect and a high efficiency when dealing with the display of 3D visualization even with a huge data quantity, which owes to the mechanism of assorting the visualization algorithms on the Client side with the data designation and transfer on the Server side.

关键词： three dimensional

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Systematic development of an SPMD implementation schema for mutually recursive divide-and-conquer specifications

Systematic development of an SPMD implementation schema for ...

引用

Proceedings of the 8th International parallel processing symposium

作者： Gorlatch, S. Lengauer, C. Univ of Passau Passau Germany

ISBN: (纸本)0818656026

An SPMD parallel implementation schema for divide-and-conquer specifications is proposed and derived by formal refinement (transformation) of the specification. the specification is in the form of a mutually recursive functional definition. In first phase, a parallel functional program schema is constructed which consists of a communication tree and a functional program that is shared by all nodes of the tree. the fact that this phase proceeds by semantics-preserving transformations in the Bird-Meertens formalism of higher-order functions guarantees the correctness of the resulting functional implementation. A second phase yields an imperative distributed SPMD implementation of this schema. the derivation process is illustrated with an example: a two-dimensional numerical integration algorithm.

关键词： parallel processing systems

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Improving the Performance of Biological Data Analysis in Cloud Computing Platforms 8

Improving the Performance of Biological Data Analysis in Clo...

引用

ieee 8th International Conference on Cloud Computing

作者： Tonini, Gustavo Siqueira, Frank Univ Fed Santa Catarina Dept Informat & Stat Florianopolis SC Brazil

ISBN: (纸本)9781467372879

the adoption of distributed database architectures for processing large data sets has shown to be an effective approach to reduce the response time of data analysis procedures. the same approach may be adopted on biological databases, which comprise vast amounts of data that are analyzed to detect genetic diseases, to understand their causing factors and to design process-blocking substances. Defining how data will be fragmented over several network nodes, though, is a non-trivial task. In this work, we have applied a recently proposed methodology for distributed data allocation to create several topology scenarios in a cloud computing infrastructure aiming to improve the performance of data analysis procedures. the proposed scenarios were evaluated using modMine, which is an instance of the Intermine Datawarehouse, as case study.

关键词： Data allocation strategies distributed databases biological databases parallel processing

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An Efficient Implementation of Fuzzy C-Means and Watershed Algorithms for MRI Segmentation 8

An Efficient Implementation of Fuzzy C-Means and Watershed A...

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8th International symposium on Telecommunications (IST)

作者： Hoseini, Farnaz Shahbahrami, Asadollah Islamic Azad Univ Rasht Branch Fac Engn Rasht Iran Univ Guilan Fac Engn Dept Comp Engn Rasht Iran

ISBN: (纸本)9781509034352

Image segmentation is one of the most common steps in digital image processing. It classifies a digital image into different segments. there are many algorithms for image segmentation such as thresholding, edge detection, and region growing, which finding a suitable algorithm for medical image segmentation is a challenging task. this is due to noise, low contrast, and steep light variations of medical images. the main goal of this paper is improving the performance of fuzzy c-means clustering. Improving is achieved using parallel implementation of this algorithm. Fuzzy c-means clustering is an important iterative clustering algorithm, but it is computationally intensive and it uses the same data between the iterations. the center of the clusters changes in each iteration, which requires considerable amount of time for large data sets. the parallel fuzzy c-means clustering is implemented by using task pipeline concept in CUDA technology. the experimental results show that the performance is improved up to 23.35x. After that watershed algorithm is applied for the final segmentation. the implementation results show that the accuracy of diagnosis in magnetic resonance imaging 97/33% is improved. this improvement is achieved using enhancing edges and reducing noises in images.

关键词： parallel Fuzzy C-Means Clustering Watershed Algorithm parallel Computing CUDA GPU

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distributed dynamic channel allocation for mobile communication systems

Distributed dynamic channel allocation for mobile communicat...

引用

8th International symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems

作者： Boukerche, A Hong, S Jacob, T Univ N Texas Parallel Simulat & Distributed Syst Res PARADISE Dept Comp Sci Denton TX 76203 USA

ISBN: (纸本)076950728X

this paper presents an efficient distributed dynamic channel allocation algorithm for mobile communications systems. the algorithm is based upon the mutual exclusion model, where the channels are grouped by the number of cells in a cluster and each group of channels can not be shared concurrently within the cluster. We discuss the algorithm and prove its correctness. We also show that the algorithm requires at most (worst case) O(N-g * N(n)logN(n)) messages, where N-g is the number of groups and N-n is the number of neighbors. this is compared to Choy's algorithm which requires O(N-g(2) * N-n), where N-g is the number of groups. Our simulations experiments indicate that DDRA algorithm outperforms previous schemes. A 5% reduction in the denial rate, and a 10-30% reduction in the acquisition time channel were obtained using our algorithm when compared to previous algorithm.

关键词： distributed algorithm channel/resource allocation mobile communication

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