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Buffer management in wormhole-routed torus multicomputer networks 7th

Buffer management in wormhole-routed torus multicomputer net...

引用

7th International Conference on High-Performance computing and Networking, HPCN Europe 1999

作者： Kotapati, Kamala Dandamudi, Sivarama P. Newbridge Networks Kanata Canada Center for Parallel and Distributed Computing School of Computer Science Carleton University Ottawa Canada

ISBN: (纸本)3540658211

This paper focuses on buffer management issues in wormhole-routed torus multicomputer networks. The commonly used buffer organizations are the centralized and dedicated buffer organizations. The results presented in this paper indicate that the dedicated buffer organization provides better performance than the centralized organization under uniform traffic. Under high hot-spot traffic, the centralized organization outperforms the dedicated. The hybrid buffer organization proposed in this paper inherits the merits of the centralized and distributed organizations. The results presented suggest that the hybrid buffer organization can be designed to configure dynamically from the dedicated to centralized depending on the traffic conditions. © Springer-Verlag Berlin Heidelberg 1999.

关键词： computers

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An adaptive space-sharing policy for heterogeneous parallel systems 9th

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9th International Conference on High-Performance computing and Networking, HPCN Europe 2001

作者： Zhou, Zhengao Dandamudi, Sivarama P. Manugistics Canada Ottawa Canada Center for Parallel and Distributed Computing School of Computer Science Carleton University Ottawa Canada

ISBN: (纸本)3540422935

As the distributed-memory parallel systems become heterogeneous in nature, it is important to devise scheduling policies that take node heterogeneity into account. Previous studies on this topic have focused on homogeneous systems. In this paper, we propose a new two-level space-sharing policy for heterogeneous systems. The proposed policy is an adaptive space-sharing policy that takes system load and user requirements into account. We compare the performance of the new policy with a previous policy. The results presented here show that the proposed policy provides substantial performance improvements. © Springer-Verlag Berlin Heidelberg 2001.

关键词： computers

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A framework of evaluating partitioning mechanisms for agent-based simulation systems

A framework of evaluating partitioning mechanisms for agent-...

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2009 Spring Simulation Multiconference, SpringSim 2009

作者： Wang, Yongwei Cai, Wentong Low, Malcolme Yoke Hean Zhou, Suiping Tian, Feng Luo, Linbo Sze, Darrenwee Hamilton, Benjamin D. Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore639798 Singapore Singapore Singapore United States

For an agent-based system that aims to simulate a large number of agents under different scenarios, a proper partitioning mechanism is an essential factor to the performance of the system. However, there is still an issue on selecting/ developing an appropriate partitioning mechanism for a specific agent-based simulation system. One way is to implement distributed agent-based systems using multiple partitioning mechanisms and to compare their performance. However this is in general not feasible. In this paper, we propose a generic framework and a simple evaluation process to address the issue of selecting an appreciate partitioning mechanism by simulating the effect of the partitioning mechanism to predict its performance for an agent-based simulation system.

关键词： Circuit simulation

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Provisioning openCL capable infrastructure with infiniband verbs

Provisioning openCL capable infrastructure with infiniband v...

引用

2011 10th International Symposium on parallel and distributed computing, ISPDC 2011

作者： Reynolds, Christopher J. Lichtenberger, Zsolt Winter, Stephen Centre for Parallel Computing School of Electronics and Computer Science University of Westminster London United Kingdom

ISBN: (纸本)9780769545400

The availability of low cost high performance hardware such as graphical processing units (GPUs) has been the driving force for considerable change in both traditional high performance computing (HPC), and more recently the data centre. Vendor independent methods of accessing such hardware include the recently standardised OpenCL framework. However, using GPUs as accelerators for certain computational algorithms requires careful provisioning of infrastructure in order to balance cost, power consumption, and device utilization. In this paper we describe vOpenCL, an architecture for provisioning OpenCL capable hardware. vOpenCL works by transparently offloading processing from traditional cluster nodes, to a remotely located farm of OpenCL capable processors such as GPUs. vOpenCL differs from existing provisioning solutions since it provides mechanisms to optimize the data transfers between components. This is achieved through the use of a module/plug in which fully exploits the Infiniband interconnect architecture. We provide full analysis of vOpenCL and all of its plugins, in a range of scenarios including from within virtualized environments. For certain algorithms, we demonstrate that the Infiniband plug in can provide significant performance benefits. © 2011 IEEE.

关键词： Data transfer

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A framework of evaluating partitioning mechanisms for agent-based simulation systems

A framework of evaluating partitioning mechanisms for agent-...

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42nd Annual Simulation Symposium 2009, ANSS 2009, Part of the 2009 Spring Simulation Multiconference

作者： Wang, Yongwei Cai, Wentong Low, Malcolme Yoke Hean Zhou, Suiping Tian, Feng Luo, Linbo Ong, Darren Wee Sze Hamilton, Benjamin D. Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore Singapore Singapore United States

ISBN: (纸本)9781617386404

关键词： Circuit simulation

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Centralized architecture for parallel query processing on networks of workstations 7th

Centralized architecture for parallel query processing on ne...

引用

7th International Conference on High-Performance computing and Networking, HPCN Europe 1999

作者： Zeng, Sijun Dandamudi, Sivarama P. CrossKeys System Corporation Kanata Canada Center for Parallel and Distributed Computing School of Computer Science Carleton University Ottawa Canada

ISBN: (纸本)3540658211

Network of workstations (NOW) is a cost-effective alternative to a multiprocessor system. Here we propose a centralized architecture for parallel query processing on network of workstations. We describe a three-level processing strategy and evaluate its performance. The top two levels use a space-sharing technique to assign a partition to a query. The third-level uses a chunk-based load sharing policy to accommodate dynamic local load present on the workstations. To evaluate the performance of this three-level strategy, we have implemented it using PVM on a Pentium-based NOW. © Springer-Verlag Berlin Heidelberg 1999.

关键词： Cost effectiveness

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computing DIGITIZED VORONOI DIAGRAMS ON A SYSTOLIC SCREEN AND APPLICATIONS TO CLUSTERING 2nd

COMPUTING DIGITIZED VORONOI DIAGRAMS ON A SYSTOLIC SCREEN AN...

引用

2ND INTERNATIONAL SYMP ON OPTIMAL ALGORITHMS

作者： DEHNE, F Center for Parallel and Distributed Computing School of Computer Science Carleton University Ottawa K1S 5B6 Canada

A systolic screen of size M is a √M × √M mesh-of-processors where each processing element Pij represents the pixel (i,j) of a digitized plane П of √M × √M pixels. In this paper we study the computation ... 详细信息

ISBN: (纸本)3540518592

A systolic screen of size M is a √M × √M mesh-of-processors where each processing element P_ij represents the pixel (i,j) of a digitized plane П of √M × √M pixels. In this paper we study the computation of the Voronoi diagram of a set of n planar objects represented by disjoint images contained in П. We present O(√M) time algorithms to compute the Voronoi diagram for a large class of object types (e.g., points, line segments, circles, ellipses, and polygons of constant size) and distance functions (e.g., all L_p metrices). Since the Voronoi diagram is used in many geometric applications, the above result has numerous consequences for the design of efficient image processing algorithms on a systolic screen. We obtain, e.g., an O(√M) time systolic screen algorithm for “optical clustering”;i.e., identifying those groups of objects in a digitized picture that are “close” in the sense of human perception. © Springer-Verlag Berlin Heidelberg 1989.

关键词： Pixels

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Visualization and simulation tool for automated stowage plan generation system

Visualization and simulation tool for automated stowage plan...

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作者： Aye, Win Cho Low, Malcolm Yoke Hean Ying, Huang Shell Jing, Hsu Wen Fan, Liu Min, Zeng Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Nanyang Avenue Singapore 639798 Singapore

ISBN: (纸本)9789881701282

This paper presents a tool for the visualization and simulation of automated stowage plan generation for large containership. The stowage plan is generated automatically based on a heuristic algorithm. The allocation algorithm generates different stowage plan in three main stages which includes basic allocation, special container allocation and various stages of stability adjustments. The purpose of this study is to describe how visualization of stowage plan and simulation of allocation sequences can help in the formulation of new and better stowage allocation algorithm.

关键词： Visualization

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Self-adaptive mechanism for multi-objective evolutionary algorithms

Self-adaptive mechanism for multi-objective evolutionary alg...

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作者： Zeng, Fanchao Low, Malcolm Yoke Hean Decraene, James Zhou, Suiping Cai, Wentong Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Nanyang Avenue Singapore 639798 Singapore

ISBN: (纸本)9789881701282

Evolutionary algorithms can efficiently solve multi-objective optimization problems (MOPs) by obtaining diverse and near-optimal solution sets. However, the performance of multi-objective evolutionary algorithms (MOEAs) is often limited by the suitability of their corresponding parameter settings with respect to different optimization problems. The tuning of the parameters is a crucial task which concerns resolving the conflicting goals of convergence and diversity. Moreover, parameter tuning is a time-consuming trial-and-error optimization process which restricts the applicability of MOEAs to provide real-time decision support. To address this issue, we propose a self-adaptive mechanism (SAM) to exploit and optimize the balance between exploration and exploitation during the evolutionary search. This "explore first and exploit later" approach is addressed through the automated and dynamic adjustment of the distribution index of the simulated binary crossover (SBX) operator. Our experimental results suggest that SAM can produce satisfactory results for different problem sets without having to predefine/pre-optimize the MOEA's parameters. SAM can effectively alleviate the tedious process of parameter tuning thus making on-line decision support using MOEA more feasible.

关键词： Evolutionary algorithms

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Improving ship stability in automated stowage planning for large containerships

Improving ship stability in automated stowage planning for l...

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作者： Min, Zeng Low, Malcolm Yoke Hean Jing, Hsu Wen Ying, Huang Shell Fan, Liu Aye, Win Cho Parallel and Distributed Computing Centre School of Computer Engineering Nanyang Technological University Nanyang Avenue Singapore 639798 Singapore

ISBN: (纸本)9789881701282

Stowage planning for container vessels concerns the core competence of the shipping lines. As such, automated stowage planning has attracted much research in the past two decades, but with few documented successes. In an ongoing project, we are developing a prototype stowage planning system aiming for large containerships. The system consists of three modules: the stowage plan generator, the stability adjustment module, and the optimization engine. This paper mainly focuses on the stability adjustment module. The objective of the stability adjustment module is to check the global ship stability of the stowage plan produced by the stowage plan generator and resolve the stability issues by applying a heuristic algorithm to search for alternative feasible locations for containers that violate some of the stability criteria. We demonstrate that the procedure proposed is capable of solving the stability problems for a large containership with more than 5000 TEUs.

关键词： Automation

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