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检索条件"任意字段=9th International Conference on Parallel and Distributed Computing, Applications and Technologies"

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parallel implementation of local similarity search for unstructured text using prefix filtering 18

Parallel implementation of local similarity search for unstr...

引用

18th international conference on parallel and distributed computing, applications and technologies, PDCAT 2017

作者： Agrawal, Manu Manchanda, Kartik Soni, Ribhav Lal, Anurag Chowdary, Ravindranath Varanasi221005 India

ISBN: (纸本)9781538631515

Identifying partially duplicated text segments among documents is an important research problem with applications in plagiarism detection and near-duplicate web page detection. We investigate the problem of local similarity search for finding partially replicated text, focusing on its parallel implementation. Our aim is to find text windows that are approximately similar in two documents, using a filter verification framework. We present various parallel approaches to the problem, of which input data partitioning along with the reduction of individual index maps was found to be most suitable. We analyzed the effect of varying similarity threshold and number of processes on speedup, and also performed cost analysis. Experimental results show that the proposed method achieves up to 13x speedup on a 24-core processor. © 2017 IEEE.

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A Privacy-Aware Conceptual Framework for Coordination 15

A Privacy-Aware Conceptual Framework for Coordination

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15th IEEE international Symposium on parallel and distributed Processing with applications (ISPA) / 16th IEEE international conference on Ubiquitous computing and Communications (IUCC)

作者： Elahi, Haroon Wang, Guojun Zhang, Wei Guangzhou Univ Sch Comp Sci & Educ Software Guangzhou 510006 Guangdong Peoples R China

ISBN: (纸本)9781538637906

Enterprise architects and information system designers need to understand and manage workflows, data flows, and social interactions to design tools and systems for well-coordinated organizational operations. However, the organizational-nature has drastically transformed over the recent years due to wide-scale use of new computing technologies. Disintegrated structures, large quantities of frequently-generated data, and dubious system and interaction boundaries are some of the obvious identifiers of a modern enterprise, where poorly designed coordination can lead to serious privacy risks. Old coordination modeling frameworks do not set well for the new organizational settings, and a need for alternative models and frameworks has been felt. In this paper, we propose a privacy-aware conceptual framework for understanding coordination by identifying and mapping work, data, and interaction patterns in organizational environments. these propositions intend to help practitioners in developing an updated understanding of the coordination that serves privacy needs, as well.

关键词： Coordination Computer Supported Cooperative Work Information System Design Privacy distributed Environments

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parallel implementation of dynamic programming problems using wavefront and rank convergence with full resource utilization 18

Parallel implementation of dynamic programming problems usin...

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18th international conference on parallel and distributed computing, applications and technologies, PDCAT 2017

作者： Sourabh, Vivek Pahariya, Parth Agarwal, Isha Gautam, Ankit Chowdary, C. Ravindranath Varanasi221005 India

ISBN: (纸本)9781538631515

In this paper, we propose a novel approach which uses full processor utilization to compute a particular class of dynamic programming problems parallelly. this class includes algorithms such as Longest Common Subsequence and Needleman-Wunsch. In a dynamic programming, a larger problem is divided into smaller problems which are then solved, and the results are used to compute the final result. Each subproblem can be considered as a stage. If computations made in a stage are independent of the computations made in other stages, then these stages can be calculated in parallel. the idling of processors bottlenecks the performance of the currently existing parallel algorithms. In this paper, we are using rank convergence for computation of each stage ensuring full processor utilization. this increases the efficiency and speedup of the parallel algorithm. © 2017 IEEE.

关键词： Dynamic programming

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Database and Expert Systems applications 1st ed. 2018

引用

丛书名： Communications in Computer and Information Science

2018年

作者： Mourad Elloumi Michael Granitzer Abdelkader Hameurlain Christin Seifert Benno Stein A Min Tjoa Roland Wagner

ISBN: (数字)9783319991337

ISBN: (纸本)9783319991320

this volume constitutes the refereed proceedings of the three workshops held at the 29th international conference on Database and Expert Systems applications, DEXA 2018, held in Regensburg, Germany, in September 2018: the third international Workshop on Big Data Management in Cloud Systems, BDMICS 2018, the9th international Workshop on Biological Knowledge Discovery from Data, BIOKDD, and the 15th international Workshop on technologies for Information Retrieval, TIR. the 25 revised full papers were carefully reviewed and selected from 33 submissions. the papers discuss a range of topics including: parallel data management systems, consistency and privacy cloud computing and graph queries, web and domain corpora, NLP applications, social media and personalization

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An Efficient Hardware Prefetcher Exploiting the Prefetch Potential of Long-Stride Access Pattern on Virtual Address 15

An Efficient Hardware Prefetcher Exploiting the Prefetch Pot...

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15th IEEE international Symposium on parallel and distributed Processing with applications (ISPA) / 16th IEEE international conference on Ubiquitous computing and Communications (IUCC)

作者： Tian, Teng Wang, Tianqi Jin, Xi Univ Sci & Technol China Chinese Acad Sci Sch Phys Sci Key Lab Strongly Coupled Quantum Matter Phys Hefei Anhui Peoples R China

ISBN: (纸本)9781538637906

Large scale computing and applications with large data sets often cause high cache miss rate because of using array of structures or linked-list data structure. When traversing these data structures, the memory accesses may have constant long strides across pages on virtual address (VA), but mostly scatter over the physical address (PA). therefore, conventional stride prefetcher (SP) based on PA cannot prefetch data efficiently here. In this paper, we propose a hardware data prefetching design named Virtual Address-based Stride Prefetcher (VASP) to exploit the prefetch potential of long-stride access pattern on VA. VASP detects the access strides on VA including those cross pages, then it predicts a new VA and prefetches data after address translation. We implement VASP in the gem5 simulator and use SPEC CPU2006 integer benchmarks to evaluate its performance. Our simulation results show that, compared with SP, applying VASP to caches offers up to 43% performance improvement in the mcf benchmark, and improves the overall performance by 6%.

关键词： prefetcher virtual address performance

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distributed Anomaly Detection Algorithm for Spatio-Temporal Trajectories of Vehicles 15

Distributed Anomaly Detection Algorithm for Spatio-Temporal ...

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15th IEEE international Symposium on parallel and distributed Processing with applications (ISPA) / 16th IEEE international conference on Ubiquitous computing and Communications (IUCC)

作者： Lu, Liping Cheng, Hao Xiong, Shengwu Duan, Pengfei Xiao, Yuan Wuhan Univ Technol Sch Comp Sci & Technol Wuhan 430070 Hubei Peoples R China Wuhan Univ Technol Hubei Key Lab Transportat Internet Things Wuhan 430070 Hubei Peoples R China

ISBN: (纸本)9781538637906

With extensive use of Internet of Vehicle (IoV) technologies in vehicle traffic management, real-time analysis of vehicle behavior trajectories is of great significance to the assessment of traffic conditions and the avoidance of abnormal conditions. this paper presents a solution which can efficiently deal with real-time streaming data of trajectory and excavate temporal and spatial abnormal information. In order to represent the local feature information of the trajectory and solve the problem of large loss of information in the feature point extraction algorithm, a trajectory partitioning strategy based on multi-motion feature and a similarity measure method based on trajectory structure are proposed. And based on the proposed strategy and method, a distributed clustering algorithm is designed for streaming trajectories to improve the efficiency of clustering algorithm. In order to solve the problem of massive calculation of distance and neighborhood density in trajectory anomaly detection algorithm, the data set is pruned by track clustering results, and the efficiency of the algorithm increases the real-time performance of abnormal trajectory detection.

关键词： spatio-temporal trajectory division trajectory similarity measure distributed trajectory clustering

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Accelerating the parallelization of Lattice Boltzmann Method by Exploiting the Temporal Locality 15

Accelerating the Parallelization of Lattice Boltzmann Method...

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15th IEEE international Symposium on parallel and distributed Processing with applications (ISPA) / 16th IEEE international conference on Ubiquitous computing and Communications (IUCC)

作者： Liu, Song Zou, Nianjun Cui, Yuanzhen Wu, Weiguo Xi An Jiao Tong Univ Dept Comp Sci & Technol Xian Shaanxi Peoples R China

ISBN: (纸本)9781538637906

the lattice Boltzmann method (LBM) is a widely used solution for the computational fluid dynamics. It has the natural advantages of parallelization that several parallelizable nested loops in space dimensions are enclosed by the time steps. Most previous work focus on the DOALL parallelism and data reuse for cache optimization. this paper proposes an effective approach to accelerate the LBM computing by fully exploiting temporal locality on shared memory multicore platform. the approach uses loop transformations to obtain the implementation of D2Q9 model of LBM that achieves data reuses for cache in successive time steps and wave-front parallelism. Besides, a synchronization strategy based on POST/WAIT operations is presented to optimize the communication among parallel threads. On an Intel multicore platform, the implementation of the proposed approach outperformed the original parallel codes and a cache-based approach for different grid sizes, improving the performance by 11% and 9% on average, respectively.

关键词： Lattice Boltzmann method temporal locality wave-front parallelism loop tiling synchronization optimization strategy

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Graphics Processing Units for Constraint Satisfaction 9

Graphics Processing Units for Constraint Satisfaction

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9th international conference on Agents and Artificial Intelligence (ICAART)

作者： Mouhouband, Malek Mobaraki, Ahmed Univ Regina Dept Comp Sci Regina SK Canada

ISBN: (纸本)9789897582202

A Constraint Satisfaction Problem (CSP) is a powerful formalism to represent constrained problems. A CSP includes a set of variables where each is defined over a set of possible values, and a set of relations restricting the values that the variables can simultaneously take. there are numerous problems that can be represented as CSPs. Solving CSPs is known to be quite challenging in general. the literature poses a great body of work geared towards finding efficient techniques to solve CSPs. these techniques are usually implemented in a system commonly referred to as a constraint solver. While many enhancements have been achieved over earlier ones, solvers still require powerful resources and techniques to solve a given problem in a reasonable running time. In this paper, a new parallel-based approach is proposed for solving CSPs. In particular, we design a new CSP solver that exploits the power of graphics processing units (GPU), which exist in modern day computers, as an affordable parallel computing architecture.

关键词： Constraint Satisfaction Graphics Processing Units parallel computing

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Brief Reviews: Time Synchronization Protocols in Wireless Sensor Network-Centralized Versus distributed 9th

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9th international conference on Robotic, Vision, Signal Processing and Power applications (RoViSP)

作者： Koo, Yeong Chin Mahyuddin, Muhammad Nasiruddin Univ Sains Malaysia Sch Elect & Elect Engn Nibong Tebal 14300 Pulau Pinang Malaysia

ISBN: (纸本)9789811017216;9789811017193

Rapid developments in the areas of sensor design, information technologies, and wireless networks have caused the wireless sensor network (WSN) emerges as a key role in many fields of science and industry. Time synchronization is essential in WSN to ensure all nodes in the WSN are synchronized and coordinated. In this paper, a brief introduction of WSN is given. then, this paper reviews the widely discussed time synchronization protocols developed in the past and compares the protocols in two group, centralized and distributed.

关键词： Wireless sensor networks

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Proof of Stake Blockchain: Performance and Scalability for Groupware Communications 17

Proof of Stake Blockchain: Performance and Scalability for G...

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9th international conference on Management of Emergent Digital EcoSystems (MEDES)

作者： Spasovski, Jason Eklund, Peter IT Univ Copenhagen Copenhagen Denmark

ISBN: (纸本)9781450348959

A blockchain is a distributed transaction ledger, a disruptive technology that creates new possibilities for digital ecosystems. the blockchain ecosystem maintains an immutable transaction record to support many types of digital services. this paper compares the performance and scalability of a web-based groupware communication application using both non-blockchain and blockchain technologies. Scalability is measured where message load is synthesized over two typical communication topologies. the first is 1 to n network - a typical client-server or star-topology with a central vertex (server) receiving all messages from the remaining n - 1 vertices (clients). the second is a more naturally occurring scale-free network topology, where multiple communication hubs are distributed throughout the network. System performance is tested with both blockchain and non-blockchain solutions using multiple cloud computing configurations. We analyze the empirical results from each configuration to identify the costs and overhead of blockchain technology.

关键词： Groupware communication distributed ledger ecosystems blockchain scale-free networks distributed & cloud computing

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