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检索条件"任意字段=10th International Conference on Parallel and Distributed Computing, Applications and Technologies"

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Accurate evaluation of bivariate polynomials 17

Accurate evaluation of bivariate polynomials

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17th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Du, Peibing Jiang, Hao Li, Housen Cheng, Lizhi Yang, Canqun Natl Univ Def Technol Sch Sci Changsha 410073 Hunan Peoples R China Natl Univ Def Technol Coll Comp Changsha 410073 Hunan Peoples R China Max Planck Inst Biophys Chem Am Fassberg 11 D-37077 Gottingen Germany Natl Univ Def Technol State Key Lab High Performance Computat Changsha 410073 Hunan Peoples R China Natl Univ Def Technol Sci & Technol Parallel & Distributed Proc Lab Changsha 410073 Hunan Peoples R China

ISBN: (纸本)9781509050819

Polynomials are widely used in scientific computing and engineering. In this paper, we present an accurate and fast compensated algorithm to evaluate bivariate polynomials with floating-point coefficients. this algorithm is applying error free transformations to the bivariate Horner scheme and sum the final decomposition accurately. We also prove the proposed algorithm's accuracy with forward error analysis that the accuracy of the computed result is similar to the result computed by the bivariate Horner scheme in twice the working precision. Numerical experiments illustrate the behavior and it has higher efficiency than the bivariate Horner scheme implemented in double-double library.

关键词： Bivariate polynomial Floating point arithmetic Numerical accuracy Horner scheme Compensation

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Bilateral sampling randomized singular value decomposition 17

Bilateral sampling randomized singular value decomposition

引用

17th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Jiang, Hao Du, Peibing Sun, Tao Li, Housen Cheng, Lizhi Yang, Canqun Natl Univ Def Technol Sch Sci Changsha 410073 Hunan Peoples R China Natl Univ Def Technol Coll Comp Changsha 410073 Hunan Peoples R China Max Planck Inst Biophys Chem Am Fassberg 11 D-37077 Gottingen Germany Natl Univ Def Technol State Key Lab High Performance Computat Changsha 410073 Hunan Peoples R China Natl Univ Def Technol Sci & Technol Parallel & Distributed Proc L Changsha 410073 Hunan Peoples R China

ISBN: (纸本)9781509050819

Designing fast singular value decomposition (SVD) is significantly interesting in applications. the random direct SVD (RSVD) has provided a fast scheme to compute the well approximate SVD by unilateral randomized sampling. In this paper, we present an efficient random algorithm in a bilateral sampling way. We also prove that the proposed algorithms can be bounded well and have less computational complexity compared to RSVD when the objective matrix is approximately square. Numerical experiments on graph Laplacian and Hilbert matrix demonstrate the efficiency and stability of the proposed methods.

关键词： Low-rank Singular value decomposition Randomized methods Bilateral sampling Stable

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the development of cloud service for testing microservice applications 10

The development of cloud service for testing microservice ap...

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10th Annual international Scientific conference on parallel computing technologies, PCT 2016

作者： Ashikhmin, N.A. Savchenko, D.I. Radchenko, G.I. South Ural State University Russia

Microservices is a modern approach to building cloud applications. It has many advantages, but it also has shortcomings. these include, in particular, the complexity of testing. this article describes development of a cloud service for microservice applications testing. We provide analysis of existing solutions and methodologies. On the basis of the analysis, we define the main requirements and use cases for the system. We describe the architecture of developed cloud service for microservice applications testing and the implementation details of its individual components.

关键词： distributed database systems

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distributed visualization in application to the molecular dynamics simulation of equilibrium state in the gas-metal microsystems. 10

Distributed visualization in application to the molecular dy...

引用

10th Annual international Scientific conference on parallel computing technologies, PCT 2016

作者： Puzyrkov, D. Podryga, V. Polyakov, S. Russia

In this paper a software package for processing and visualization of the molecular dynamics simulation is presented. During the development process the performance issues of the Python programming language were studied, as well as the abilities to avoid them. It was also studied the problem of obtaining and processing distributed data stored on multiple computational nodes. An open-source package for scientific visualization Mayavi2 was chosen as a visualization tool. As a result of application this system to the data obtained from MD simulation of the gas and metal plate interaction we were able to observe in the details the effect of adsorption, which is important for many practical applications.

关键词： Molecular dynamics

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An accurate FDD-based approach for discovering distributed firewalls misconfigurations 15

An accurate FDD-based approach for discovering distributed f...

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Joint 15th IEEE international conference on Trust, Security and Privacy in computing and Communications, 10th IEEE international conference on Big Data Science and Engineering and 14th IEEE international Symposium on parallel and distributed Processing with applications, IEEE TrustCom/BigDataSE/ISPA 2016

作者： Saâdaoui, Amina Souayeh, Nihel Ben Youssef Ben Bouhoula, Adel University of Carthage Tunisia

ISBN: (纸本)9781509032051

Problems arising from firewalls are common, cost time and money and have dramatic consequences for the operations of networks, especially in multi-firewall enterprise network. In fact, any misconfiguration that can arise between rules creates ambiguity in classification and filtering of the traffic. the discovery and removal of these misconfigurations is a serious and complex problem to solve. Several solutions have been proposed, though these methods are useful for discovering anomalies, most of them identify each overlap between two rules with different actions as a configuration error while, in some cases, network administrator add, intentionally, overlapping rules. Also, in a distributed environment, they deal only with pair-wise filtering rules in a simple firewall and they consider relations between only two firewalls even if a network path could contain more than two firewalls and anomaly could happen between different rules from different firewalls. In this paper, we present (1) a new classification of anomalies in multi-firewall environment bringing out real configurations errors, (2) we use a data structure (FDD) to represent relations between different rules in different firewalls in the network, (3) a new approach to rule-set optimization and clean-up by removing superfluous rules from a simple firewall and firewalls in a distributed environment and (4) formal specification and validation of proposed techniques, we also proved its correctness and completeness and demonstrated its scalability and applicability. © 2016 IEEE.

关键词： Computer system firewalls

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the Technique of Creating distributed computing Systems based on Service-Oriented Architecture 10

The Technique of Creating Distributed Computing Systems base...

引用

10th IEEE international conference on Application of Information and Communication technologies (AICT)

作者： Lyashov, M., V Bereza, A. N. Babaev, A. M. Alekseenko, J., V Nazvantsev, D. S. Don State Tech Univ Rostov Na Donu Russia Don State Tech Univ Inst Serv & Business Branch Shakhty Russia

ISBN: (纸本)9781509018413

the paper provides a solution to the problem of uniting heterogeneous computing resources into a unified heterogeneous system using service-oriented architecture (SOA) and the conception of GRID-computing, where computing resources of clients are presented as a service. the use of SOA for creating GRID-systems will allow the clients to implement integration of not only local separated heterogeneous computing resources, but also geographically separated ones. the suggested platform is not intended to replace or displace other GRID-systems. Instead of this, it gives the possibility of using different platforms based on SOA in a unified computing process.

关键词： high performance computing service-oriented architecture GRID-computing heterogeneous system .NET Windows Communication Foundation

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Green-Aware Online Resource Allocation for Geo-distributed Cloud Data Centers On Multi-source Energy 17

Green-Aware Online Resource Allocation for Geo-Distributed C...

引用

17th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： He, Huaiwen Shen, Hong Sun Yat Sen Univ Sch Data & Comp Sci Guangzhou Guangdong Peoples R China Univ Adelaide Sch Comp Sci Adelaide SA Australia Univ Elect Sci & Technol Sch Comp China Zhongshan Inst Chengdu Peoples R China

ISBN: (纸本)9781509050819

Huge energy consumption of large-scale cloud data centers damages the environment with excessive carbon emission. More and more data center operators are seeking to reduce carbon footprint via various types of renewable energy sources. However, the intermittent availability of renewable energy source makes it quite challenging to cooperate the dynamic workload arrivals. In this paper, we investigate how to coordinate multi type renewable energy (e.g. wind power and solar power) in order to reduce the long-term energy cost with spatio-temporal diversity of electricity price for geo-distributed cloud data centers under the constraints of service level agreement (SLA) and carbon footprints. To tackle the randomness of workload arrival, dynamic electricity price change and renewable energy generation, we first formulate the minimizing energy cost problem into a constrained stochastic optimization problem. then, based on Lyapunov optimization technique, we design an online control algorithm which can work without long-term future system information for solving the problem. Finally, we evaluate the effectiveness of the algorithm with extensive simulations based on real-world workload traces, electricity price and historic climate data.

关键词： Transportation Supply and demand Programming Linear programming Approximation algorithms Resource management

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Energy-Aware Programming Model for distributed Infrastructures 24

Energy-Aware Programming Model for Distributed Infrastructur...

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24th Euromicro international conference on parallel, distributed, and Network-Based Processing (PDP)

作者： Lordan, Francesc Ejarque, Jorge Sirvent, Raul Badia, Rosa M. Barcelona Supercomp Ctr Barcelona Spain Univ Politecn Cataluna E-08028 Barcelona Spain CSIC Artificial Intelligence Res Inst IIIA Madrid Spain

ISBN: (纸本)9781467387767

Day after day, cloud technologies are more and more adopted by very diverse types of stakeholders, and this success creates a side-effect problem: the energy spent by this kind of infrastructures is growing bigger every day. With the objective of reducing energy consumption when programming applications for cloud infrastructures, we have implemented energy-aware mechanisms in the COMPSs Programming Model, inside the context of the ASCETiC Project. In this paper, we demonstrate that application-level scheduling can have a big impact on the energy consumed by an application when executed in a heterogeneous cloud. We have implemented an energy-aware scheduling mechanism in COMPSs, together with a versioning technique, and we have run experiments with a use case coming from the real estate sector that proves our hypotheses.

关键词： programming models distributed computing energy awareness cloud computing

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A Variable Markovian based Outlier Detection Method for Multi-dimensional Sequence over Data Stream 17

A Variable Markovian based Outlier Detection Method for Mult...

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17th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Yang, Dongsheng Wang, Yijie Li, Yongmou Ma, Xingkong Natl Univ Def Technol Coll Comp Sci & Technol Parallel & Distributed Proc Lab Changsha 410073 Hunan Peoples R China

ISBN: (纸本)9781509050819

Nowadays sequence data tends to be multidimensional sequence over data stream, it has a large state space and arrives at unprecedented speed. It is a big challenge to design a multi-dimensional sequence outlier detection method to meet the accurate and high speed requirements. the traditional methods can't handle multi-dimensional sequence effectively as they have poor abilities for multi-dimensional sequence modeling, and can't detect outlier timely as they have high computational complexity. In this paper we propose a variable Markovian based outlier detection method for multi-dimensional sequence over data stream, VMOD, which consists of two algorithms: mutual information based feature selection algorithm (MIFS), variable Markovian based sequential analysis algorithm (VMSA). It uses MIFS algorithm to reduce the state space and redundant features, and uses VMSA algorithm to accelerate the outlier detection. through VMOD method, we can improve the detection rate and detection speed. the MIFS algorithm uses mutual information as similarity measures and adopt clustering based strategy to select features, it can improve the abilities for sequence modeling through reducing the state space and redundant features, consequently, to improve the detection rate. the VMSA algorithm use random sample and index structure to accelerate the variable Markovian model construction and reduce the model complexity, consequently, to quicken the outlier detection. the experiments show that VMOD can detect outlier effectively, and reduce the detection time by at least 50% compared with the traditional methods.

关键词： multi-dimensional sequence data stream outlier detection feature selection mutual information variable Markovian

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Joint selection of providers and the new comer for optimal repair in distributed storage network with network coding 15

Joint selection of providers and the new comer for optimal r...

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作者： Jia, Chengjin Wang, Jin Zhu, Yanqin Wen, Zhengqing Jia, Juncheng Department of Computer Science and Technology Soochow University China Collobrative Innovation Center of Novel Software Technology and Industrialization China

ISBN: (纸本)9781509032051

In distributed storage networks (DSN), server failures occur frequently. Although network coding can provide high reliability of storage in DSN, to maintain reliability, a new server, named the new comer, should be firstly implemented to replace the failed server. then, new comer should download enough data from multiple storage servers, called provider selected from surviving servers to regenerate the lost data. therefore, the providers, new comer and data routing have a great impact on regeneration time during repair process. In this paper, we jointly consider the providers and new comer selection (JPNS) problem with two objectives of minimizing regeneration time and minimizing transmission cost under the minimum regeneration time guarantee. Specifically, for the first objective, we firstly model the JPNS problem as a mathematical programming and formulate it as an integer linear programming (ILP). We also propose a Heuristic Providers and New Comer Selection (HPNS) algorithm. For the second objective, based on the providers and a new comer selected by the HPNS algorithm, we give a linear programming (LP) to optimally obtain the routing paths and flows from these providers to the new comer with minimum transmission cost. Finally, we conduct extensive simulation experiments and the results show the effectiveness of the proposed algorithms. © 2016 IEEE.

关键词： Network coding

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