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Yarqs: Yet another range queries schema in DHT based P2P network

Yarqs: Yet another range queries schema in DHT based P2P net...

引用

IEEE 9th International Conference on Computer and Information technology, CIT 2009

作者： Zhang, Hao Jin, Hai Zhang, Qin Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9780769538365

Range query in DHT based P2P network is a hot topic in recent researches. The hashing function in DHT protocols makes the data hard to keep their original order relationship. Hence range queries for such networks become difficult. This paper presents the design of Yarqs - a new schema to achieve range queries in DHT based P2P networks. By using the inherent characteristics of DHT based networks, Yarqs catches the data pass the nodes and organizes them as a cache network. The range queries are deployed over the cache network. Yarqs does not change the design of the DHT overlay and builds the architecture for range queries by using the historical DHT queries data. Yarqs supports inherent load balancing. We also study the performance of Yarqs in evaluation section. The experiments to check the influences of different parameters of Yarqs are deployed and analyzed. © 2009 IEEE.

关键词： Peer to peer networks

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The theory of triangle Type-2 Fuzzy Sets

The theory of triangle Type-2 Fuzzy Sets

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IEEE 9th International Conference on Computer and Information technology, CIT 2009

作者： Lv, Zehua Jin, Hai Yuan, Pingpeng Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9780769538365

Interval Type-2 Fuzzy Set is the most popular kind of Type-2 Fuzzy Set, its characteristic is that all the secondary membership functions equal to 1. Though Interval Type-2 Fuzzy Sets can reduce the calculation complexity than other Type-2 Fuzzy Sets, it loses much fuzzy information simultaneously. In order to solve this problem we propose a novel theory of Triangle Type-2 Fuzzy Sets, the formulas for union, intersection and complement of Triangle Type-2 Fuzzy Sets are derived and proven in detail. In addition, the relationship and the conversion between Triangle Type-2 Fuzzy Sets and Interval Type-2 Fuzzy Sets are discussed. © 2009 IEEE.

关键词： Membership functions

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VMFence: A customized intrusion prevention system in distributed virtual computing environment 09

VMFence: A customized intrusion prevention system in distrib...

引用

3rd International Conference on Ubiquitous Information Management and Communication, ICUIMC'09

作者： Jin, Hai Xiang, Guofu Zhao, Feng Zou, Deqing Li, Min Shi, Lei Cluster and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9781605584058

Intrusion Prevention System (IPS) has been an effective tool to detect and prevent unwanted attempts, which are mainly through network and system vulnerabilities, at accessing and manipulating computer systems. Intrusion detection and prevention are two main functions of IPS. As attacks are becoming massive and complex, the traditional centralized IPSes are incapable of detecting all those attempts. The existing distributed IPSes, mainly based on mobile agent, have some serious problems, such as weak security of mobile agents, response latency, large code size. In this paper, we propose a customized intrusion prevention system, VMFence, in distributed virtual computing environment to simplify the complexity of the management. In VMFence, the states of detection processes vary with those of Virtual Machines (VMs), which are described by Deterministic Finite Automata (DFA). The detection processes, each of which detects one virtual machine, reside in a privileged virtual machine. The processes run synchronously and outside of VMs in order to achieve high performance and security. The experimental results also show VMFence has higher detection efficiency than traditional intrusion detection systems and little impact on the performance of the monitored VMs. Copyright 2009 ACM.

关键词： Intrusion detection

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Image segmentation for silicosis diagnosis in grid environment 09

Image segmentation for silicosis diagnosis in grid environme...

引用

1st International Conference on Internet Multimedia computing and Service, ICIMCS 2009

作者： Zheng, Ran Jin, Hai Zhang, Qin Zhang, Liang Cluster and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9781605588407

Silicosis is one of the most serious occupational diseases in China. Radiologist information comes from chest radiographs, in which the most important parts are lung fields and ribs. It is necessary to distinguish lung fields and ribs from other organs. The anatomical knowledge-based lung segmentation can improve the accuracy of segmentation and solve the problems of opened region and lost clavicle region. The curve model-based rib segmentation can acquire more accurate rib location information, and provide more efficient orientation for latter diagnosis. These two methods are also deployed in grid environment to get higher efficiency when processing massive and distributed medical data for silicosis diagnosis. Experiments show that the two proposed algorithms can meet the latter medical requirements for chest radiograph with higher accuracy. Copyright 2009 ACM.

关键词： Computer aided diagnosis

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Adaptive multi-round scheduling strategy for divisible workloads in grid environments

Adaptive multi-round scheduling strategy for divisible workl...

引用

International Conference on Information Networking

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

ISBN: (纸本)9781424445264

Scheduling is the key to divisible workload execution. UMR (uniform multi-round) algorithm potentially performs near optimal by improving overlap of communication and computation. However, it is questioned how a static schedule works effectively in dynamic grid environment. The paper proposes an adaptive divisible workload scheduling system, which can adjust the schedule in a proactive way. An adaptive UMR-based multi-round algorithm (called AUMR) is presented and evaluated. In AUMR, if the run-time resource monitor notifies the scheduler of any resource changes, the scheduler will evaluate its impact and adjust the schedule if necessary. The experiment results show a considerable performance improvement by AUMR in dynamic grid environment.

关键词： Adaptive scheduling Processor scheduling grid computing Dynamic scheduling Monitoring Scheduling algorithm Robustness Delay Computers clustering algorithms

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An Optimization Approach for QEMU

An Optimization Approach for QEMU

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International Conference on Information Science and Engineering (ICISE)

作者： Yabin Hu Hai Jin Zhibin Yu Hongyang Zheng 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

ISBN: (纸本)9781424449095

Binary translation system usually maps guest registers into host registers to accelerate the translation speed. QEMU can be treated as a typical binary translator and it uses a fixed register allocation. On most hosts, QEMU simply maps all the target registers to memory and only store a few temporary variables in host registers. However, QEMU does not consider the dependence of two or more adjacent instructions. So even a guest register's value has been loaded into the temporary variables when executing the previous instruction, the next instruction could not use the value from the temporary variable directly, which is mapped into host register. The next instruction has to reload the value from memory again. This paper presents an approach to eliminate these unnecessary operations. Tests of benchmarks from nbench show that this approach can achieve 10%~20% speed improvement.

关键词： Registers Reduced instruction set computing Runtime Information science grid computing Computer science Acceleration Benchmark testing Microarchitecture Decoding

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A Novel clustering Algorithm for Mining Speech Data Using Baysian Network-Based Mutliple Model

A Novel Clustering Algorithm for Mining Speech Data Using Ba...

引用

Pacific-Asia Conference on Circuits, Communications and Systems, PACCS

作者： Feng Zhao Delong Wu Pingpeng Yuan 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

With the development of speech recognition, speech data mining becomes a hot topic in fields of data mining and natural language processing. In this paper, a novel clustering algorithm is presented to describe how to do semantic mining and how to understand the developing trend of event implied in speech sequence. At first, the speech sequences are extracted into a Bayesian network presenting the relationship between different speech elements. Then, we utilize a 3-dimensional space and sequence cluster techniques to excavate implied information from speech. Considering speech data features, we improve traditional distance-based clustering algorithm to get semantic information and enhance performance. The experimental results show that our algorithm is correct and effective.

关键词： clustering algorithms Data mining Speech analysis Speech processing Speech recognition Humans Natural language processing Speech enhancement Association rules Circuits

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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...

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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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