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Automatic Text Summarization Based on Lexical Chains and Structural Features

Automatic Text Summarization Based on Lexical Chains and Str...

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ACIS international conference on Software Engineering, Artificial Intelligence, Networking, and parallel/distributed computing (SNPD)

作者： Lei Yu Jia Ma Fuji Ren Shingo Kuroiwa Faculty of Engineering University of Tokushima Tokushima Japan School of Information Engineering Beijing University of Posts and Telecommunications Beijing China

The rapid growth of the Internet has resulted in enormous amounts of information that has become more difficult to access efficiently. The primary goal of this research is to create an efficient tool that is able to summarize large documents automatically. We propose concept chains to link semantically-related concepts based on Hownet knowledge database to improve the performance of text summarization and suit Chinese text. Lexical chains is a technique for identifying semantically-related terms in text. The resulting concept chains are then used to identify candidate sentences useful for extraction. Moreover, the other method based on structural features which can makes the summary of the text have more general content and more balance is also proposed. The final experimental results proved the effectiveness of our methods.

关键词： Data mining Thesauri Software engineering Artificial intelligence distributed computing IP networks Spatial databases Natural language processing Frequency Testing

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Two Tree-Based Algorithms for Network Spare Capacity Design

Two Tree-Based Algorithms for Network Spare Capacity Design

引用

IEEE international conference on parallel and distributed computing, Applications and Technologies (PDCAT)

作者： Hovhannes A. Harutyunyan Calin D. Morosan Yunzan Zhang Department of Computer Science and Software Engineering Concordia University Montreal QUE Canada

Survivable network design has become increasingly important due to the need for reliable communication service. Its main purpose is to provide cost-efficient spare capacity reservation at certain survivability level. In this paper, we introduce two pre-planned path restoration algorithms for spare capacity design in mesh-like networks. First one is a spanning tree based algorithm, which needs less spare capacity than the well known hierarchical tree algorithm while keeping the same level of restorability. The second algorithm is a cycle based tree algorithm with backup parents and extra cycle edges, which forms cycles with the original spanning tree edges. Simulation results show that this algorithm works much better than the other two algorithms on restorability. Both algorithms have time complexity O(n 3 ) and space complexity O(n 2 ), where n is the total number of nodes in the network.

关键词： Algorithm design and analysis Telecommunication traffic Bandwidth Resource management Telecommunication network reliability Network topology distributed computing Application software Software algorithms Computer science

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Effect of number of faults on NoC power and performance

Effect of number of faults on NoC power and performance

引用

international conference on parallel and distributed Systems (ICPADS)

作者： M. H. Ghadiry M. Nadi M.T. Manzuri-Shalmani D. Rahmati Department of Computer Engineering Islamic Azad University Iran Department of Computer Engineering Sharif University of Technology Tehran Iran

According to international technology roadmap for semiconductors (ITRS), before the end of this decade, we will be entering the era of a billion transistors on a single chip. The major threat toward the achievement of billion transistor on a chip is poor scalability of current interconnect infrastructure. With the advent of "network on chip (NoC)" various characters and methodologies of traditional networks were hardly considered on-chip. Failure, power and area are the major concepts that should be considered when migrating from traditional interconnection networks to NoCs. In this paper we study the effects of faulty links and nodes on power and performance of mesh based NoC, Also several routing algorithms have been implemented and simulated using a cycle accurate VHDL model of NoC.

关键词： Network-on-a-chip Circuit faults Routing Integrated circuit interconnections Clocks Costs Bandwidth Delay Power engineering computing Power engineering and energy

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Grid scheduling simulations with GSSIM

Grid scheduling simulations with GSSIM

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international conference on parallel and distributed Systems (ICPADS)

作者： Krzysztof Kurowski Jarek Nabrzyski Ariel Oleksiak Jan Weglarz Poznan Supercomputing and Networking Center Poland Institute of Computing and Management Sciences Poznan University of Technology Poland

Grid simulation tools provide frameworks for simulating application scheduling in various grid infrastructures. However, while experimenting with many existing tools, we have encountered two main shortcomings: (i) there are no tools for generating workloads, resources and events ; (ii) it is difficult and time consuming to model different grid levels, i.e. resource brokers, and local level scheduling systems. In this paper we present the grid scheduling simulator (GSSIM), a framework that addresses these shortcomings and provides an easy-to-use Grid scheduling framework for enabling simulations of a wide range of scheduling algorithms in multi-level, heterogeneous grid infrastructures. In order to foster more collaboration in the community at large, GSSIM is complemented with a portal (http://***) that provides a repository of grid scheduling algorithms, synthetic workloads and benchmarks for use with GSSIM.

关键词： Scheduling algorithm Computational modeling Portals Processor scheduling Algorithm design and analysis Computer networks Grid computing Computer network management Technology management Mesh generation

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5th ACIS international conference on Software Engineering Research, Management & Applications-Title

5th ACIS International Conference on Software Engineering Re...

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international conference on Software Engineering Research, Management and Applications (SERA)

The following topics were dealt with: software architecture; communication systems; communication networks, and telecommunications; Web engineering; advanced Internet technology; artificial intelligence; formal methods; data mining; knowledge recovery; component-based software engineering; reliability monitoring; ubiquitous IT applications; reverse engineering; information systems engineering; management systems; mobile computing; wireless computing; parallel computing; distributed computing; healthcare engineering; computer animation; computer game development; virtual reality; and computer graphics.

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Adaptive Replication Based Security Aware and Fault Tolerant Job Scheduling for Grids

Adaptive Replication Based Security Aware and Fault Tolerant...

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ACIS international conference on Software Engineering, Artificial Intelligence, Networking, and parallel/distributed computing (SNPD)

作者： Congfeng Jiang Cheng Wang Xiaohu Liu Yinghui Zhao Engineering Computing and Simulation Ins. Huazhong University of Science and Technology Wuhan China Digital Engineering and Simulation Center Huazhong University of Science and Technology Wuhan China

Most of the existing job scheduling algorithms for grids have ignored the security problem with a handful of exceptions. Moreover, existing algorithms using fixed- number job replications will consume excessive resources when grid security level changes dynamically. In this paper, a security aware and fault tolerant scheduling (SAFTS) algorithm based on adaptive replication is proposed which schedules the jobs by matching the user security demand and resource trust level and the number of the job replications changes adaptively with the dynamic of grid security. In experiments on RSBSME (remote sensing based soil moisture extraction) workload in a real grid environment, the average job scheduling success rate is 97%, and average grid utilization is 74%. Experiment results show that performance of SAFTS is better than non-security-aware and fixed-number job replication scheduling algorithms and SAFTS is fault-tolerant and scalable.

关键词： Security Fault tolerance Scheduling algorithm distributed computing Computational modeling Dynamic scheduling Software engineering Artificial intelligence Processor scheduling Computer networks

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A distributed Differential Evolution Approach for Mapping in a Grid Environment

A Distributed Differential Evolution Approach for Mapping in...

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Euromicro conference on parallel, distributed and Network-Based Processing

作者： I. De Falco U. Scafuri E. Tarantino A. Della Cioppa Institute of High Performance Computing and Networking National Research Council of Italy Naples Italy Natural Computation Lab University of Salerno Via Ponte Don Melillo 1 SA Italy

Increase in intensive applications with different computational requirements, coupled with the unification of remote and diverse resources thanks to advances in the wide-area network technologies and the low cost of components, have encouraged the development of grid computing. To exploit the promising potentials of geographically distributed resources, effective and efficient mapping algorithms are fundamental. Since the problem of optimally mapping is NP-complete, the development of evolutionary techniques to find near-optimal solutions is welcome. In this paper a distributed system based on differential evolution is designed and implemented to face the mapping problem in a grid environment aiming at reducing the degree of use of the grid resources. This system is tested on some different resource allocation scenarios

关键词： Grid computing distributed computing High performance computing Computer networks Application software Resource management Councils Computer applications Costs System testing

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Optimization on distributed user management in Wireless Sensor networks

Optimization on distributed user management in Wireless Sens...

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international conference on parallel and distributed Systems (ICPADS)

作者： MingJian Tang Jinli Cao Department of Computer Science and Computer Engineering La Trobe University Melbourne Australia

In this paper, we address one of the wireless sensor network (WSN) management problems - optimization on the execution of multiple commands. The objective of the paper is to provide efficient support for pre-processing a set of commands before disseminating into the sensor network. It is important that only necessary work will be assigned to the sensor network by virtue of strict energy constraint. The problem is NP-hard. We divide the problem into a series of tractable sub-problems along with their solutions. We present a novel hierarchical quadrant-based field partition mechanism to virtually divide the sensor field. We also classify and model WSN management commands. We then identify merging possibilities for a given command, which results in several merging rules and constraints. Lastly, we evaluate a simulated annealing based search algorithm for finding optimal merge order. The results show that energy can be significantly saved within short time-delay while the overall effects of the final command set still satisfies the users' requirements.

关键词： Wireless sensor networks Computer network management Merging Partitioning algorithms Engineering management Simulated annealing Environmental management Computer science Computer networks distributed computing

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Scalable networked virtual environments using unstructured overlays

Scalable networked virtual environments using unstructured o...

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international conference on parallel and distributed Systems (ICPADS)

作者： Sandeep K. Singhal Microsoft Corporation USA

Large-scale Networked Virtual Environments (NVEs) are used to enable rich interactive experiences such as multiplayer games, military and industrial training, and collaborative engineering systems. In these applications, hosts must exchange data updates to maintain a consistent view of the virtual environment. In large-scale environments, the volume of data places a heavy load on the networking and computational resources available to each host. To improve scalability, systems have employed a variety of techniques, including data subscription, data segmentation, and multicast. In this paper, we describe a communication architecture for Networked Virtual Environments that takes advantage of unstructured peer-to-peer (P2P) overlay networks for message distribution. The overlay network design provides scalability while supporting easy deployment over today's Internet. The approach, when combined with data segmentation and data subscription, enables Internet deployment of large-scale NVEs.

关键词： Virtual environment Large-scale systems Military computing Scalability Subscriptions Industrial training Collaboration Maintenance engineering Systems engineering and theory Computer networks

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Using Trust and Reputation Information to Choose Both Request Responders and Servers in Peer-to-Peer networks

Using Trust and Reputation Information to Choose Both Reques...

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ACIS international conference on Software Engineering, Artificial Intelligence, Networking, and parallel/distributed computing (SNPD)

作者： Yu Jin Zhimin Gu Zhijie Ban College of Science and Technology Inner Mongolia University Hohhot China School of Computer Science and Technology Beijing Institute of Technology Beijing China

In current reputation-based trust models for P2P applications trust and reputation information are mainly used to choose service providers, they are helpless when facing this malicious attack: malicious nodes respond received queries at random in spite of whether it locally has queried resources. Once they are chosen as a provider, they will transmit a fake, even a malicious file. We present a hierarchical, especially reputation-based two-level trust model. In our model trust and reputation information are used to choose both request responders and service providers. So our model can restrain malicious behaviors from the headstream and withstand this attack. Furthermore in our model peers can receive more and better services; trust value in node can be concentrated at a considerable fast speed and malicious nodes can be identified quickly.

关键词： Network servers Peer to peer computing Security Software engineering Artificial intelligence distributed computing Computer science Educational institutions Application software Pollution

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