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Access-efficient QoS-aware data replication to maximize user satisfaction in cloud computing environments 15

Access-efficient QoS-aware data replication to maximize user...

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Shorfuzzaman, Mohammad Taif Univ Dept Comp Sci At Taif Saudi Arabia

ISBN: (纸本)9781479983346

Cloud computing infrastructures capable of providing scalable storage and computing resources can efficiently be used for big data storage and processing. there are growing trends in developing data-intensive (big data) applications in this computing environment that need to access massive datasets. Hence, effective data management such as data availability and efficient accesses has become critical requirements in these applications. this can be achieved by using data replication, which offers reduced data access latency, higher data availability and improved system load balancing. Moreover, different applications may have different quality-of-service (QoS) requirements. To continuously support the QoS requirement of an application, we propose a highly distributed QoS-aware replication technique that computes the optimal data center locations for the replicas so that the overall replication cost is minimized. Further, the replication strategy aims at maximizing QoS satisfaction to improve data availability and reduce access latency. the problem is formulated using dynamic programming. Finally, simulation experiments are performed using widely observed data access patterns to demonstrate the effectiveness of the proposed technique.

关键词： Cloud computing data replication availability access latency dynamic programming QoS requirement distributed algorithm

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Fault-Tolerant Routing based on Improved Safety Levels in Pancake Graphs 15

Fault-Tolerant Routing based on Improved Safety Levels in Pa...

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Nishiyama, Yo Hirai, Yuki Kaneko, Keiichi Tokyo Univ Agr & Technol Grad Sch Engn Dept Comp & Informat Sci Koganei Tokyo 1848588 Japan

ISBN: (纸本)9781479983346

In a parallel processing system, a pancake graph is one of the superior topologies for interconnection network because of the small diameter and the high degree. In previous research, fault-tolerant routing using restricted global information called safety levels in a pancake graph was proposed. But there are some rooms for improvement. therefore, we propose a fault-tolerant routing algorithm based on improved safety levels to attain higher reachability. In addition, we estimated the proposed method in time and space complexities, and carried out a computer experiment to verify its effectiveness.

关键词： multicomputer interconnection network parallel proccessing

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Distributive Interoperable Executive Library (DIEL) for Systems of Multiphysics Simulation 15

Distributive Interoperable Executive Library (DIEL) for Syst...

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Wong, Kwai Brown, Logan Coan, Jason White, David Univ Tennessee Joint Inst Computat Sci Knoxville TN 37996 USA Maryville Coll Dept Comp Sci Maryville TN 37996 USA

ISBN: (纸本)9781479983346

As HPC capability and software adaptability continues to expand, the interest to perform complex system-wide simulations involving multiple interacting components grows. In this paper, we present a novel integrative software platform - the Distributive Interoperable Executive Library (DIEL) - to facilitate the collaboration, exploration, and execution of multiphysics modeling projects suited for a diversified research community on emergent large-scale parallel computing platforms. It does so by providing a managing executive, a layer of numerical libraries, a number of commonly used physics modules, and two set of native communication protocols. DIEL allows users to plug in their individual modules, prescribe the interactions between those modules, and schedule communications between them. the DIEL framework is designed to be applicable for preliminary concept design, sensitivity prototyping, and productive simulation of a complex system.

关键词： Workflow Framework parallel computing Multiphysics Simulation

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Bandwidth Modeling in Large distributed Systems for Big Data applications 15

Bandwidth Modeling in Large Distributed Systems for Big Data...

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Javadi, Bahman Zhang, Boyu Taufer, Michela Univ Western Sydney Sch Comp Engn & Math Penrith NSW 1797 Australia Univ Delaware Dept Comp & Informat Sci Newark DE 19716 USA

ISBN: (纸本)9781479983346

the emergence of Big Data applications provides new challenges in data management such as processing and movement of masses of data. Volunteer computing has proven itself as a distributed paradigm that can fully support Big Data generation. this paradigm uses a large number of heterogeneous and unreliable Internet-connected hosts to provide Peta-scale computing power for scientific projects. With the increase in data size and number of devices that can potentially join a volunteer computing project, the host bandwidth can become a main hindrance to the analysis of the data generated by these projects, especially if the analysis is a concurrent approach based on either in-situ or in-transit processing. In this paper, we propose a bandwidth model for volunteer computing projects based on the real trace data taken from the Docking@Home project with more than 280,000 hosts over a 5-year period. We validate the proposed statistical model using model-based and simulation-based techniques. Our modeling provides us with valuable insights on the concurrent integration of data generation with in-situ and in-transit analysis in the volunteer computing paradigm.

关键词： Volunteer computing Big Data Internet Bandwidth Statistical Modeling

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Towards high-level parallel patterns in OpenCL 15

Towards high-level parallel patterns in OpenCL

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Dokulil, Jiri Benkner, Siegfried Univ Vienna Res Grp Sci Comp A-1010 Vienna Austria

ISBN: (纸本)9781479983346

parallel pattern libraries (e.g., Intel TBB) are popular and useful tools for developing applications in SMP environments at a higher level of abstraction. Such libraries execute user-provided code efficiently on shared memory parallel architectures in accordance with well-defined execution patterns like parallel for-loops or pipelines. For heterogeneous architectures comprised of CPUs and accelerators, OpenCL has gained a lot of momentum. Since accelerated architectures do not provide a shared memory, it is not possible to directly use the approach taken in pattern libraries for SMP systems for OpenCL as well. In this paper, we are exploring issues and opportunities encountered by attempts to provide such patterns in the context of OpenCL. Based on a set of experiments with a scientific application on diverse OpenCL devices, we point out major pitfalls and insights, and outline directions for further efforts in developing pattern libraries for OpenCL.

关键词： OpenCL parallel patterns parallel mode shared memory Libraries switched mode power supplies parallel Lines parallel architectures central processing units level of abstraction ARCHITECTURE pipeline

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Fault-tolerant Routing in (n, k)-Star Graphs 15

Fault-tolerant Routing in (<i>n</i>, <i>k</i>)-Star Graphs

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Ito, Takara Myojin, Manabu Hirai, Yuki Kaneko, Keiichi Tokyo Univ Agr & Technol Grad Sch Engn Nakacho 2-24-16 Koganei Tokyo 1848588 Japan

ISBN: (纸本)9781479983346

An (n, k)-star graph S-n,S- k is a promising topology for interconnection networks of parallel processing systems because it inherits the merits of a star graph while providing various network sizes. In this study, we propose a fault-tolerant routing algorithm that establishes a fault-free path between any pair of non-faulty nodes in an S-n,S- k with faulty nodes by using limited global information called safety vectors. In addition, we carried out a computer experiment to verify its effectiveness.

关键词： Interconnection networks Fault tolerance Tin parallel processing systems stars Network routing fault-free Line graph Ganglia Pairing

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UBICOMM 2014 - 8th international conference on Mobile Ubiquitous computing, Systems, Services and technologies

UBICOMM 2014 - 8th International Conference on Mobile Ubiqui...

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8th international conference on Mobile Ubiquitous computing, Systems, Services and technologies, UBICOMM 2014

the proceedings contain 46 papers. the topics discussed include: a certificate-based context aware access control model for smart mobile devices in ubiquitous computing environments;the pervasive information system adaptation: android device context;mobile staff planning support for team leaders in an industrial production scenario;standardized scalable relocatable context-aware middleware for mobile applications (SCAMMP);immersive virtual environment and artificial intelligence: a proposal of context aware virtual environment;monitoring, modeling and visualization system of traffic air pollution - a case study for the city of Skopje;cost-optimized location and service management scheme for next-generation mobile networks;new first - path detector for lte positioning reference signals;action recogntion with depth maps using hog descriptors of multi-view motion appearance and history;and Swoozy - an innovative design of a distributed and gesture-based semantic television system.

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Methodology of Building Intelligent Systems on parallel Processor 8

Methodology of Building Intelligent Systems on Parallel Proc...

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8th IEEE international conference on Application of Information and Communication technologies (AICT)

作者： Seitkulov, Yerzhan Tokhtabayev, Amur Atanov, Sabyrzhan Verenik, Nikolai L. Girel, Alexey I. Tatur, Mikhail M. LN Gumilyov Eurasian Natl Univ Astana Kazakhstan Belarusian State Univ Informat & Radioelect Minsk BELARUS

ISBN: (纸本)9781479941209

In the current paper the original interpretation of cognitive process as the totality of clustering tasks, classification and the search of associations was illustrated, as well as it was given the definition of these notions. the similarity of computation graphs for general solution schemes allows to speak about the opportunity of making an unified methodology of building intelligence application systems. the article includes the description of a given original methodology. the architecture of computational system core on the basis of vector processor was examined, it was given the description of data format, tasks system format, and also the general principals of processor functionality. the realization of computing system on the basis of GPU was examined in the paper.

关键词： Cognitive semantic intelligent methodology vector processor parallel computing ASIP massive parallel processing

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Sparse Matrix-Vector Multiplication: A Data Mapping-Based Architecture 15

Sparse Matrix-Vector Multiplication: A Data Mapping-Based Ar...

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Mansour, Ahmad Goetze, Juergen Hsu, Wei-Chun Ruan, Shanq-Jang TU Dortmund Informat Proc Lab Dortmund Germany Natl Taiwan Univ Sci & Technol Low Power Syst Design Grp Microsyst Lab Taipei Taiwan

ISBN: (纸本)9781479983346

the performance of the sparse matrix-vector multiplication (SMVM) on a parallel system is strongly affected by the distribution of data among its components. Two costs arise as a result of the used data mapping method: arithmetic and communication. the communication cost often dominates the arithmetic cost, and the gap between these costs tends to increase. therefore, finding a mapping method that reduces the communication cost is of high importance. On the other hand, the load distribution among the processing units must not be sacrificed. In this paper, a data mapping method is proposed for SMVM on Network-on-Chip which achieves balanced working load and reduces the communication cost. Afterwards, an FPGA-based architecture is introduced which is designed to fit with the proposed data mapping method.

关键词： data distribution parallel system Communication Research MAPPING(MAthEMATICAL) Multiplication Load distribution ARCHITECTURE Building construction arithmetic Workload

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TOUGH2-PETSc: A parallel Solver for TOUGH2 15

TOUGH2-PETSc: A Parallel Solver for TOUGH2

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15th international conference on parallel and distributed computing, applications and technologies (PDCAT)

作者： Hathorn, Daniel Wu, Yushu Chen, Zizhong Colorado Sch Mines Golden CO 80401 USA Univ Calif Riverside Riverside CA 92521 USA

ISBN: (纸本)9781479983346

TOUGH2 is a general-purpose numerical simulation program for multi-dimensional, multiphase, multicomponent fluid flows, heat transfer and contaminant transport in porous and fractured media. It has been used worldwide for geothermal reservoir engineering, nuclear waste isolation, environmental assessment and remediation, and modeling flow and transport in variably saturated media. TOUGH2 is very computationally intense, and the accuracy and scope of the simulation is limited by the amount of processing power available on a single computer. this makes it an ideal canadate for parallel computing, as more CPU power and memory is available. Furthermore, TOUGH2' s main computational unit is a linear equation solver. In parallel computing, a lot of effort has been spent to develop highly efficient parallel linear equation solvers. In this paper, we present TOUGH2-PETSc, a parallel implementation of TOUGH2 that uses PETSc to solve the linear systems in TOUGH2. PETSc is a library of high-performance linear and non-linear equation solvers that has been throughly tested at scale. Based on TOUGH2 and PETSc, TOUGH2-PETSc gives TOUGH2 users the potential to perform larger scale and higher resolution simulations. Experimental results demonstrate that the parallel TOUGH2-PETSc shows improved performance over the sequential version.

关键词： Solvers Linear equation parallel PROCESSING (COMPUTERS) parallel Lines nonlinear equations contaminant transport Linear system

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