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[PDF] Top 20 Scalable Parallel Computing on Clouds

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Scalable Parallel Computing on Clouds

Scalable Parallel Computing on Clouds

... References 1. M. Isard, M. Budiu, Y. Yu, A. Birrell, D. Fetterly, Dryad: Distributed data-parallel programs from sequential building blocks, in: ACM SIGOPS Operating Systems Review, ACM Press, 2007, pp. 59-72 2. ... See full document

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Scalable Parallel Computing on Clouds

Scalable Parallel Computing on Clouds

... Distributed Systems, IEEE Transactions on , vol.22, no.6, pp.998-1011, June 2011. doi: 10.1109/TPDS.2010.178 3. Thilina Gunarathne, BingJing Zang, Tak-Lon Wu and Judy Qiu. Portable Parallel Programming on Cloud ... See full document

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Scalable Parallel Computing on Clouds Using Twister4Azure Iterative MapReduce

Scalable Parallel Computing on Clouds Using Twister4Azure Iterative MapReduce

... In order to withstand the brittleness of cloud infrastructures and to avoid potential single point failures, we designed MRRoles4Azure as a decentralized control architecture that does not rely on a central coordinator ... See full document

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Scalable Parallel Computing on Clouds : Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments

Scalable Parallel Computing on Clouds : Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments

... • T. Gunarathne, T.-L. Wu, B. Zhang and J. Qiu, “Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure”. 4 th IEEE/ACM International Conference on Utility and Cloud ... See full document

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SCALABLE PARALLEL COMPUTING ON CLOUDS: EFFICIENT AND SCALABLE ARCHITECTURES TO PERFORM PLEASINGLY PARALLEL, MAPREDUCE AND ITERATIVE DATA INTENSIVE COMPUTATIONS ON CLOUD ENVIRONMENTS

SCALABLE PARALLEL COMPUTING ON CLOUDS: EFFICIENT AND SCALABLE ARCHITECTURES TO PERFORM PLEASINGLY PARALLEL, MAPREDUCE AND ITERATIVE DATA INTENSIVE COMPUTATIONS ON CLOUD ENVIRONMENTS

... 16 The Azure Storage Queue is an eventual consistent, reliable, scalable and distributed web‐scale message queue service that is ideal for small, short‐lived, transient messages. The Azure queue does not guarantee ... See full document

208

Evaluating and Enabling Scalable High Performance Computing Workloads on Commercial Clouds

Evaluating and Enabling Scalable High Performance Computing Workloads on Commercial Clouds

... (NAS) Parallel Benchmarks ...Embarrassingly Parallel (EP), Conjugate Gradient (CG) that utilizes irregular memory access and communication, Multi-Grid on a sequence of meshes (MG) a memory intensive ... See full document

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A Scalable Master-Worker Architecture for PaaS Clouds

A Scalable Master-Worker Architecture for PaaS Clouds

... in parallel and then the results can be combined to form the final ...cloud computing provides an interesting alternative by offering scalable on demand ... See full document

8

eScience: Grids, Clouds and Parallel Computing

eScience: Grids, Clouds and Parallel Computing

... • They tradeoff performance, fault tolerance, ease of use (elasticity), cost, interoperability. • Different application classes (characteristics) fit different architectures and we describe a hybrid model with Grids for ... See full document

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Scalable Data Analytics: Parallel Computing Reborn

Scalable Data Analytics: Parallel Computing Reborn

... horizontally scalable data store into a traditional Enterprise Data Warehouse (EDW) 8) Extract, process, and move data from data stores to archives 9) Combine data from Cloud databases and on premise data stores ... See full document

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Center for Programming Models for Scalable Parallel Computing

Center for Programming Models for Scalable Parallel Computing

... The mission of the pmodel center project is to develop software technology to support scalable parallel programming models for terascale systems. The goal of the specific UD subproject is in the context ... See full document

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Center for Programming Models for Scalable Parallel Computing

Center for Programming Models for Scalable Parallel Computing

... Distributed multithreading. Distributed memory is necessary for the scalability of mas- sively parallel systems. Systems in which memory is co-located with processors continue to dominate the architecture ... See full document

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High Performance Parallel Computing with Clouds and Cloud Technologies

High Performance Parallel Computing with Clouds and Cloud Technologies

... Cloud technologies such as Google MapReduce, Google File System (GFS) [22], Hadoop and Hadoop Distributed File System (HDFS) [8], Microsoft Dryad, and CGL-MapReduce adopt a more data-centered approach to parallel ... See full document

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High Performance Parallel Computing with Clouds and Cloud Technologies

High Performance Parallel Computing with Clouds and Cloud Technologies

... Performance analysis of MPI applications using a private cloud environment.. S A L S A Performance analysis of MPI applications[r] ... See full document

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High Performance Parallel Computing with Clouds and Cloud Technologies

High Performance Parallel Computing with Clouds and Cloud Technologies

... {jekanaya, xqiu, tgunarat, smbeason, gcf}@indiana.edu Abstract We present our experiences in applying, developing, and evaluating cloud and cloud technologies. First, we present our experience in applying Hadoop and ... See full document

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High Performance Parallel Computing with Clouds and Cloud Technologies

High Performance Parallel Computing with Clouds and Cloud Technologies

... However, our results indicate that, even in this approach, if the parallel processes inside the node communicate via the network, the virtualization may produce higher overheads under the current VM architectures. ... See full document

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Design of Scalable, Parallel-Computing Software Development Tool

Design of Scalable, Parallel-Computing Software Development Tool

... Existing Support Systems Are Slow and Costly Decision-support systems are used by businesses in their planning, design, marketing, and distribution operations. Depending on the quantity and complexity of the data used in ... See full document

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Numerical Libraries and Tools for Scalable Parallel Cluster Computing

Numerical Libraries and Tools for Scalable Parallel Cluster Computing

... few years, in accordance with the industrial trend to invest most heavily in large market sectors and use the same building blocks to service the smaller high-end market. It is the depth of the memory hierarchy with its ... See full document

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Scalable parallel evolutionary optimisation based on high performance computing

Scalable parallel evolutionary optimisation based on high performance computing

... serial-based computing facilities because the correctness verification can be simply achieved by comparing the outputs of the different im- plementations of the same algorithm, ... See full document

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A Hypercube-based Scalable Interconnection Network for Massively Parallel Computing

A Hypercube-based Scalable Interconnection Network for Massively Parallel Computing

... HAN Jungang and DU Huimin Xi'an Institute of Posts & Telecommunications, Xi’an, 710121, China {hjg, fv}@xiyou.edu.cn Abstract - An important issues in the design of interconnection networks for massively parallel ... See full document

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Scalable parallel communications

Scalable parallel communications

... Since parallel network performance is highly dependent on real issues' such as hardware properties (e.g., memory speeds and cache hit rates), operating system overhead (e.g., interrupt h[r] ... See full document

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