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Multi-Source Traffic Data Fusion Method Based on Regulation and Reliability

Multi-Source Traffic Data Fusion Method Based on Regulation ...

引用

International Symposium on Parallel and Distributed Processing with Applications, ISPA

作者： Xinhong Wu Hai Jin Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China

This paper provides a new data fusion mechanism based on regulation and reliability to solve the data conflict problems of multi-source heterogeneous data fusion in traffic information engineering. This mechanism evaluates each data source on historical reliability and data source QoS (Quality of Service), and then gives its reliability result. Userspsila reliability on the data source is calculated and dynamically adjusted, then new reliability data of the data source is given, finally the conflict data is fused. The validation of experiment result indicates that the method enhances accuracy and adoption ratio of the collected data in real time greatly.

关键词： Quality of service Paper technology Data engineering Reliability engineering Distributed processing Application software grid computing Computer science Data analysis Delay

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LAOVM: Lightweight Application-Oriented Virtual Machine for Thread Migration

LAOVM: Lightweight Application-Oriented Virtual Machine for ...

引用

International Conference on Computer and Information Science (ACIS)

作者： Xiaofei Liao Yifan Yue Hai Jin Haikun Liu Services Computing Technology and Systems Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China

This paper describes the scheme of thread migration in a language virtual machine LAOVM - lightweight application-oriented virtual machine. To maintain high portability and flexibility, thread migration is implemented at language level. To migrate process or thread in runtime in LAOVM, the following issues are addressed: (1) supporting kinds of applications implemented by different programming language; (2) enabling transparent process migration indifferent operating system; (3) implementing fine-grained mobility. Experimental results show that the downtime of thread migration is reasonably small, even the application runtime image is required for occupying massive memory blocks.

关键词： Virtual machining Yarn Operating systems grid computing Paper technology Runtime Computer languages Kernel Information science Computer science

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Virtual Machine Resource Management for High Performance computing Applications

Virtual Machine Resource Management for High Performance Com...

引用

International Symposium on Parallel and Distributed Processing with Applications, ISPA

作者： Zhiyuan Shao Hai Jin Yong Li Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China

In this paper, we propose a scheme that manages the computational resource of virtual machines that are used to host high performance computing applications. Different from the static configuration methodology employed by the state-of-art virtual machine monitors, in our scheme, the virtual machines are automatically configured according to the actual load generated by the applications. NPB, HPL and kernel compilation are chosen as representative high performance computing applications to run inside the virtual machine constructed using our scheme, and the performance of such applications are compared with that obtained from the statically configured virtual machines. The comparison indicates that besides the great flexibility it brings, the performance penalty resulted by our scheme is below 5% in most cases, and the performance of the application running inside the automatically configured virtual machine is even better than that running inside the statically configured ones in some cases.

关键词： Virtual machining Resource management High performance computing Application software grid computing Virtual machine monitors Kernel Distributed processing Computer science Technology management

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SMU: Towards Cloud Oriented Service MashUp

SMU: Towards Cloud Oriented Service MashUp

引用

Fifth International Conference on Semantics,Knowledge and grid(第五届语义、知识与网格国际会议 SKG 2009)

作者： Xia Xie Ke Fan Xuanhua Shi Song Wu Hai Jin Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

Based on increasing popularity of cloud computing, social computing and web 2.0 technology, Internet resources are extremely increasing. How to provide service invoking interfaces ceaselessly while minimizing the cost of service development, which can meet the growing needs of end users, becomes a challenging issue for service providers. Meanwhile, service mashup technology is getting more attention in both enterprise and academia for building new end users applications fast in the complex and heterogeneous network environment. Therefore, we propose a new method of service mashup with the advantages of the cloud, grid, web services and other technologies. We develop cloud oriented Service MashUp system prototype (SMU). In SMU, we support the service information interaction, classification, and process during the procedure of service mashup to meet various needs of the multi-level and the multi-role of service applications. Our experiments show that SMU can reach the purpose of building personal service applications quickly and easily.

关键词： Web service mashup cloud computing

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VAST: Automatically combining keywords and visual features for web image retrieval

VAST: Automatically combining keywords and visual features f...

引用

2008 10th International Conference on Advanced Communication Technology

作者： Hai, Jin Ruhan, He Wenbing, Tao Aobing, Sun Services Computing Technology and System Lab. Cluster and Grid Computing Lab. Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9788955191356

A large-scale image retrieval system for the WWW, named VAST (VisuAl & SemanTic image search), is presented in this paper. Based on the existing inverted file and visual feature clusters, we form a semantic network on top of the keyword association on the visual feature clusters. The system is able to automatically combine keyword and visual features for retrieval by the semantic network The combination is automatic, simple, and very fast, which is suitable for large-scale web dataset Meanwhile, the retrieval takes advantage of the semantic contents of the images in addition to the low-level features, which remarkably improves the retrieval precision. The experimental results demonstrate the superiority of the system.

关键词： Web services

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Scalable DHT-based Information Service for large-scale grids 08

Scalable DHT-based Information Service for large-scale grids

引用

2008 Conference on computing Frontiers, CF'08

作者： Jin, Hai Tao, Yongcai Wu, Song Shi, Xuanhua Cluster and Grid Computing Lab. Services Computing Technology and System Lab. Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9781605580777

Current grid information service is centralized or hierarchical and proves inefficient as grid scale rapidly increases. The introduction of P2P techniques into grids breaks an encouraging path. However, frequent join and departure of resource nodes require strong self-organization capacity of system to maintain their rigid structure. Moreover, arranging identifier space for P2P nodes is knotty and has great impact on system performance. If the identifier space is too large, some nodes will be overloaded. On the contraiy, small identifier space will bring the same problem as millennium bug. To address the issues, this paper proposes a scalable DHT-based (Distributed Hash Table) Information Service (DIS) for grid system, which organizes grid resources into a DHT ring based on VO (Virtual Organization). To save the identifier space while retaining the scalability and system performance, only stable VOs can join DIS via a new DHT node, whereas volatile VOs join DIS through being the sub-domain of other VO. Experimental results show that DIS provides rapid resource query, strong scalability and high throughput, meanwhile avoiding the key node failure as well as the bottleneck problem. Copyright 2008 ACM.

关键词： grid computing

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DPLM: A novel application-layer routing scheme for low delay VoIP 08

DPLM: A novel application-layer routing scheme for low delay...

引用

4th Asian Internet Engineering Conference, AINTEC 2008

作者： Liao, Xiaofei Jin, Hai Zhu, Lili Cluster and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9781605581279

In order to achieve low delay services in VoIP, we can use application-layer routing scheme, which is to find proper relay nodes to intermediate voice packets from the source peer to the destination peer. The difficulty of the scheme is how to find the proper relay nodes, which we call relay problem. This paper presents a new application-layer routing scheme, called DPLM, to resolve relay problem. We introduced the mechanism in detail, and evaluated our mechanism in NS2 network simulation environment and got a high relay node hit ratio result, which confirms the feasibility of a real system. Also we make a comparison with traditional schemes, and the results show that DPLM scheme has good performances. Copyright 2008 ACM.

关键词： Routing protocols

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D-overlay: A delay-aware overlay for gaming services

D-overlay: A delay-aware overlay for gaming services

引用

3rd International Conference on Innovative computing Information and Control, ICICIC'08

作者： Xiaofei, Liao Linchen, Yu Hai, Jin Hong, Yao Cluster and Grid Computing Lab. Services Computing Technology and System Lab. Huazhong University of Science and Technology Wuhan 430074 China School of Computer Science and Technology China University of Geosciences Wuhan 430074 China

ISBN: (纸本)9780769531618

Peer-to-peer (P2P) has become an important computing model because of its adaptation, selforganization and autonomy. But how to organize dynamic nodes in P2P networks efficiently for gaming message passing services is still a challenge. This paper present an approach, named D-overlay, a delay-aware overlay for gaming services, to implement node clustering based on link delay of nodes communications in the P2P network. This approach measures the delays among peers, explores the node connectivity together with the connection quality. Then, it builds a service ring for each peer according to its latency status, and keeps the low latency among neighbors by periodical adjustments. D-overlay improves the extensibility and reliability. One system, called PKTown, has been deployed based on D-overlay in CERNET of China. © 2008 IEEE.

关键词： Message passing

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A Semantic Double-Buffer Based Approach to Enhance Semantic Web Search

A Semantic Double-Buffer Based Approach to Enhance Semantic ...

引用

International Conference on the Digital Society

作者： Ling Chen Hai Jin Sheng Di Cluster and Grid Computing Lab Services Computing Technology and System Lab Huazhong University of Science and Technology Wuhan China

With the development of semantic Web, search efficiency is becoming a challenging issue. To address this problem, we design an approach which mainly has two features. First, we explore potential semantic relationship between different objects and make full use of them to build a semantic buffer on server end, enhancing search speed. Second, we put another relatively small semantic buffer on each client so as to adapt to each individual user's interests, further improving the whole search efficiency and reducing server's load. Through testing on a practical platform, we testified that this semantic double-buffer based search approach can not only effectively reduce user's request response time, but considerably release server's load, bringing a high scalability.

关键词： Semantic Web Testing Resource description framework Algorithm design and analysis Indexing grid computing Computers Delay Scalability Information retrieval

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VMgrid: A Virtual Machine supported grid middleware

VMGrid: A Virtual Machine supported grid middleware

引用

IEEE International Conference on Granular computing (GRC)

作者： Song Wu Wei Zhu Wenbin Jiang Hai Jin Cluster and Grid Computing Lab Services Computing Technology and System Lab Huazhong University of Science and Technology Wuhan China

ISBN: (纸本)9781424425129

Many grid middleware such as Globus Toolkit and GPE have started to support virtual machines. They implement the remote control of virtual machine by grid service and make use of virtual machinespsila function of quick deployment to construct the execution environment of grid application fast. In order to support virtual machine in grid environment, VMgrid (Virtual Machine grid) is presented. All services in VMgrid are implemented based on secure shell host protocol (SSH) while Globus Toolkitpsilas Virtual Workspace is on WSRF. This paper gives a clear description of VMgrid. Some comparisons with Globus Toolkitpsilas Virtual Workspace in performance are made in this paper. Performance results show that VMgrid virtual workspace atomic services are more effective than that of Globus.

关键词： Virtual machining Middleware grid computing Operating systems Software Libraries Computers

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