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检索条件"任意字段=8th IFIP International Conference on Network and Parallel Computing"

共 1176 条记录，以下是671-680 订阅

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Distributed XML processing over various topologies: Pipeline and parallel processing characterization

Distributed XML processing over various topologies: Pipeline...

引用

8th international conference on Web Information Systems and Technologies, WEBIST 2012

作者： Uratani, Yoshiyuki Koide, Hiroshi Cavendish, Dirceu Oie, Yuji Global Scientific Information and Computing Center Tokyo Institute of Technology O-okayama 2-12-1 Meguroku Tokyo 152-8550 Japan Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology Kawazu 680-4 Iizuka Fukuoka 820-8502 Japan Network Design Research Center Kyushu Institute of Technology Kawazu 680-4 Iizuka Fukuoka 820-8502 Japan

ISBN: (纸本)9789898565082

this paper characterizes distributed XML processing on networking nodes. XML documents are sent from a client node to a server node through relay nodes, which process the documents before arriving at the server. According as the node topology, the XML documents are processed in a pipelining manner or a parallel fashion. We evaluate distributed XML processing with synthetic and realistic XML documents on real and virtual environments. Characterization of well-formedness and grammar validation processing via pipelining and parallel models reveals inherent advantages of the parallel processing model.

关键词： Topology

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PPLSA: parallel probabilistic latent semantic analysis based on MapReduce 1

引用

7th ifip international conference on Intelligent Information Processing, IIP 2012

作者： Li, Ning Zhuang, Fuzhen He, Qing Shi, Zhongzhi Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing China Graduate University Chinese Academy of Sciences Beijing China Key Lab. of Machine Learning and Computational Intelligence College of Mathematics and Computer Science Hebei University Baoding China

ISBN: (数字)9783642328916

ISBN: (纸本)9783642328909

PLSA(Probabilistic Latent Semantic Analysis) is a popular topic modeling technique for exploring document collections. Due to the increasing prevalence of large datasets, there is a need to improve the scalability of computation in PLSA. In this paper, we propose a parallel PLSA algorithm called PPLSA to accommodate large corpus collections in the MapReduce framework. Our solution efficiently distributes computation and is relatively simple to implement. © 2012 ifip international Federation for Information Processing.

关键词： MapReduce

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parallel valuation of the lower and upper bound prices for multi-asset Bermudan options

Parallel valuation of the lower and upper bound prices for m...

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9th ifip international conference on network and parallel computing, NPC 2012

作者： Zhang, Nan Man, Ka Lok Department of Computer Science and Software Engineering Xi'an Jiaotong-Liverpool University China

ISBN: (纸本)9783642356056

We present a parallel algorithm and its multi-threaded implementation for computing lower and upper bound prices of multi-asset Bermudan options. Our baseline sequential algorithm follows Longstaff and Schwartz's least-squares Monte Carlo method in computing the lower bound and Andersen and Broadie's simulation-based procedure with sub-optimality checking for the upper bound. the parallel implementation uses POSIX threads for thread manipulation and Intel's MKL functions for random number generation and linear algebra operations. Tests were made on Intel x86 multi-core processors using the same option examples as the previous work, and the runtimes of the same computations were reduced from minutes to a few seconds. © ifip international Federation for Information Processing 2012.

关键词： Monte Carlo methods

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TBoPS: a Tree based distributed Beacon only Period Scheduling mechanism for IEEE 802.15.4

TBoPS: a Tree based distributed Beacon only Period Schedulin...

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8th IEEE international conference on Distributed computing in Sensor Systems (DCOSS)/IWSN/WiSARN/PWSN

作者： Nefzi, Bilel Khan, Dawood Song, Ye-Qiong Univ Lorraine LORIA Campus SciBP 239 F-54506 Vandoeuvre Les Nancy France INRIA Vandoeuvre Les Nancy France

ISBN: (纸本)9780769547077

IEEE 802.15.4 standard specifies a beacon-enabled mode which provides a synchronization environment using beacon transmissions. However, this mode is designed for single hop networks and its use in multi-hop networks is not straightforward. the main challenges of using beacon-enabled mode in multi-hop networks are how to efficiently schedule beacon transmissions to avoid direct and indirect beacon collisions and how to make a schedule tolerant to the clock drifts due to the low cost components. In this paper, we present TBoPS, a novel technique for scheduling beacons in the cluster tree topology. TBoPS uses a dedicated period called beacon only period (BOP) to schedule beacons at the beginning of IEEE 802.15.4 superframe. the advantages of TBoPS is that every beacon-enabled node selects a beacon schedule distributively during association. We analysed the robustness of TBoPS to clock drifts. We also show through simulations that all nodes in the network are synchronized and follow the same superframe structure.

关键词： wireless multi-hop networks Beacons network node Transmissions superframe Timing devices

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Adaptive Synchronization Control with Multi-level Buffer in Wireless Multimedia Sensor networks

Adaptive Synchronization Control with Multi-level Buffer in ...

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8th IEEE international conference on Distributed computing in Sensor Systems (DCOSS)/IWSN/WiSARN/PWSN

作者： Zhao, Guotao Ma, Huadong Sun, Yan Luo, Hong Liu, Liang Beijing Univ Posts & Telecommun Beijing Key Lab Intelligent Telecomm Software & M Beijing 100876 Peoples R China

ISBN: (纸本)9780769547077

In Wireless Multimedia Sensor networks (WMSNs), data fusion and collaborative in-network processing operations often require effective multimedia synchronization control. Extensive researches have been done in the traditional networks. Most of these works assume that there exists a powerful synchronization controller in the network. However, for WMSNs, the in-network processing of the multimedia content is usually performed based on the resource-constrained sensors. Traditional synchronization control algorithms fail to run on the low-end hardware platform. In this paper, we propose an adaptive synchronization control scheme with multi-level buffer to address this problem. Main contributions of this paper are as follows. (i) To overcome the resource constraint of WMSNs, we perform the synchronization control in a distributed way by combining the sensors in the stream transmission path. (ii) By evaluating the current network state, we adjust the level number of the buffer adaptively to balance the delay and delay jitter. (iii) through analyzing the buffer state of each level, we propose an efficient packet scheduling scheme to reduce the delay jitter actively. (iv) We implement the proposed scheme and verify its effectiveness in our practical WMSNs platform. the experiment results show that the proposed scheme can maintain the streams synchronization effectively with the low-end sensors.

关键词： synchronization control wireless multimedia sensor networks collaborative in-network processing

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Intruder Data Classification Using GM-SOM

Intruder Data Classification Using GM-SOM

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11th ifip TC 8 international conference on Computer Information Systems and Industrial Management (CISIM)

作者： Gajdos, Petr Moravec, Pavel VSB Tech Univ Ostrava FEECS Dept Comp Sci Ostrava 70833 Czech Republic

ISBN: (纸本)9783642332609

this paper uses a simple modification of classic Kohonen network (SOM), which allows parallel processing of input data vectors or partitioning the problem in case of insufficient resources (memory, disc space, etc.) to process all input vectors at once. the algorithm has been implemented to meet a specification of modern multicore graphics processors to achieve massive parallelism. the algorithm pre-selects potential centroids of data clusters and uses them as weight vectors in the final SOM network. In this paper, the algorithm is used on a well-known KDD Cup 1999 intruders dataset.

关键词： SOM Kohonen network parallel computation KDD Cup 1999 Data Set

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Controlled Straight Mobility and Energy-Aware Routing in Robotic Wireless Sensor networks

Controlled Straight Mobility and Energy-Aware Routing in Rob...

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8th IEEE international conference on Distributed computing in Sensor Systems (DCOSS)/IWSN/WiSARN/PWSN

作者： Falcon, Rafael Liu, Hai Nayak, Amiya Stojmenovic, Ivan Univ Ottawa Ottawa ON K1N 6N5 Canada Hong Kong Baptist Univ Dept Comp Sci Hong Kong Peoples R China

ISBN: (纸本)9780769547077

Power-aware routing and controlled mobility schemes are two commonly used mechanisms for improving communications in a wireless sensor network. While the former actively consider the transmission costs when selecting the next hop on the route, the latter instruct mobile relay nodes (either sensors or actuators) to pursue more promising locations so as to optimize end-to-end transmission power. Rarely, if ever, the two methodologies are exploited together for achieving relevant energy savings and prolonging network lifetime. In this paper, we introduce a hybrid routing-mobility model for the optimization of network communications. First, we find a multi-hop path between a source and its destination in an energy-efficient fashion and then we move all hop nodes in an uninterrupted, straight manner to some predefined spots with optimal energy-saving properties, fully preserving the path connectivity as they move. Such synergetic approach allowed us to: (1) seamlessly guarantee message delivery regardless of the network density (average number of neighbors per node);(2) easily incorporate any power-related optimization criterion to the routing protocol and (3) even target scenarios where both end nodes are actually disconnected from each other. Results gathered from extensive simulations argue for the introduction of the proposed hybrid framework.

关键词： controlled mobility power-aware routing guaranteed delivery mobile sensor network

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the Design and Implement of Acoustic Array Sensor network Platform for Online Multi-target Tracking

The Design and Implement of Acoustic Array Sensor Network Pl...

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8th IEEE international conference on Distributed computing in Sensor Systems (DCOSS)/IWSN/WiSARN/PWSN

作者： Li, Yuanshi Wang, Zhi Zhuo, Shuguo Shen, Jie Cai, Shengsheng Bao, Ming Feng, Dahang Zhejiang Univ State Key Lab Ind Control Technol Hangzhou 310003 Zhejiang Peoples R China Inst Acoust Beijing Peoples R China

ISBN: (纸本)9780769547077

We present the design, implement and evaluation of a sensing platform for on-line multi-target tracking based on acoustic array networks, named Integrated Acoustic Array Sensor network Tracker (IAASNT). To provide on-line multi-target tracking service, a well-designed system structure is proposed, composed by supporting components and associations between each part. Among these, IAASNT's multi-level low-power management and integrated tracking frame set it different from other related platforms. the integrated tracking frame is the core of the system and has been carefully designed, to achieve a self-acting tracking service. Finally, a series of experiments on system have been done to evaluate the performance of IAASNT. the tracking experiments on system show a perfect tracking performance in both noise-free and noisy environment, and the tracking precision can be within 5.8m in 300*300m area.

关键词： acoustic array networks system design integrated target tracking low-power management tracking experiments

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Small world asynchronous parallel model for genome assembly

Small world asynchronous parallel model for genome assembly

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9th ifip international conference on network and parallel computing, NPC 2012

作者： Meng, Jintao Yuan, Jianrui Cheng, Jiefeng Wei, Yanjie Feng, Shengzhong Institute of Computing Technology CAS Beijing 100190 China Shenzhen Institutes of Advanced Technology CAS Shenzhen 518055 China Central South University Changsha 410083 China Graduate University Chinese Academy of Sciences Beijing 100049 China

ISBN: (纸本)9783642356056

Large de bruijn graph based algorithm is widely used in genome assembly and metagenetic assembly. the scale of this kind of graphs - in some cases billions of vertices and edges - poses challenges to genome assembly problem. In this paper, a one-step bi-directed graph is used to abstract the problem of genome assembly. After that small world asynchronous parallel model (SWAP) is proposed to handle the edge merging operation predefined in the graph. SWAP aims at making use of the locality of computing and communication to explore parallelism for graph algorithm. Based on the above graph abstraction and SWAP model, an assembler is developed, and experiment results shows that a factor of 20 times speedup is achieved when the number of processors scales from 10 to 640 when testing on processing *** data. © ifip international Federation for Information Processing 2012.

关键词： Directed graphs

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An application-level scheduling with task bundling approach for many-task computing in heterogeneous environments

An application-level scheduling with task bundling approach ...

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9th ifip international conference on network and parallel computing, NPC 2012

作者： Xiao, Jian Zhang, Yu Chen, Shuwei Yu, Huashan School of Electronic Engineering and Computer Science Peking University Beijing 100871 China

ISBN: (纸本)9783642356056

Many-Task computing (MTC) is a widely used computing paradigm for large-scale task-parallel processing. One of the key issues in MTC is to schedule a large number of independent tasks onto heterogeneous resources. Traditional task-level scheduling heuristics, like Min-Min, Sufferage and MaxStd, cannot readily be applied in this scenario. As most of MTC tasks are usually fine-grained, the resource management overhead would be prominent and the multi-core nodes might become hard to be fully utilized. In this paper we propose an application-level scheduling with task bundling approach that utilizes the knowledge of both applications and tasks to overcome these difficulties. Furthermore we adapt the traditional task-level heuristics to our model for MTC scheduling. Experimental results show that these application-level scheduling approaches, when equipped with task bundling, can deliver good performance for Many-Task computing in terms of both Makespan and Flowtime. © ifip international Federation for Information Processing 2012.

关键词： Scheduling

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