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检索条件"任意字段=2nd International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering"

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Amplitude independent feature extraction for effective speech retrieval

Amplitude independent feature extraction for effective speec...

引用

2012 2nd IEEE international conference on parallel, distributed and grid computing, PDGC 2012

作者： Chaudhary, Pulkit Hamid, Nor Hisham Bin Electrical and Electronics Engineering Universiti Teknologi PETRONAS Seri Iskandar Perak Malaysia

ISBN: (纸本)9781467329255

Since storing and accessing a digital data is becoming cheaper, the amount of data in multimedia format is continuously increasing. Indexing and organizing of this data is quite important. There is a blended amount of data exists in the form of audio, such as teleconferences, broadcasted news, reports, interviews, radio broadcasting, etc. To deal with this critical data, users need an effective system for spoken word retrieval. Based on the needs, this paper introduces a novel approach of amplitude independent content-based retrieval system for audio format through speech data. In this study, the input is audio query which is getting through real time or existing data. According to the previous studies, speech retrieval is done with the help of transcribed units, which causes lack of system accuracy. This research work is proposed to increase the efficiency of the retrieval system. Features are used to match the acoustic similarities between the queries with existing documents in the corpus. Furthermore, to fulfill the system efficiency and accuracy requirements, Mel Frequency Cepstral Coefficients and formant feature extraction will be used for feature extraction. The resultant average output of these features will be provided to support vector machine for classification purpose, by considering every average value as a single feature value. © 2012 IEEE.

关键词： Feature extraction

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Identifying Most Relevant Non-redundant Gene Markers from Gene Expression Data Using PSO-based Graph -Theoretic Approach

Identifying Most Relevant Non-redundant Gene Markers from Ge...

引用

2nd IEEE international conference on parallel, distributed and grid computing (PDGC)

作者： Mandal, Monalisa Mukhopadhyay, Anirban Univ Kalyani Dept Comp Sci & Engn Kalyani 741235 W Bengal India

ISBN: (纸本)9781467329255

A graph-theoretic approach for non-redundant gene marker selection from microarray gene expression data has been presented in this article. The sample versus gene data presented by microarray data is first converted into a weighted undirected complete feature-graph where the nodes represent the genes having gene's relevance as node weights and the edges are weighted according to the similarity value (correlation) among the genes. Then the densest subgraph having minimum average edge weight (similarity) and maximum average node weight (snr value) is identified from the original feature-graph. To find the densest subgraph, binary particle swarm optimization has been applied for minimizing the average edge weight and maximizing the average node weigh through a single objective function. Thus an optimized reduced sub graph is found which contains final selected genes for which average correlation is very less and average gene relevance is very high. The proposed method is compared with SFS, T-test and Ranksum test in terms of sensitivity, specificity, accuracy, fscore, Area Under ROC Curve (AUC) and average correlation on several real-life data sets.

关键词： biology computing genetics graph theory lab-on-a-chip particle swarm optimisation

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A memory architecture design for high-performance cloud computing

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2012 2nd international conference on Materials Science and Information Technology, MSIT 2012

作者： Liqun, Luo Sijin, He Department of Information Management Nanjing University Nanjing Jiangsu China Department of Computing Imperial College London United Kingdom

ISBN: (纸本)9783037854389

The advent of cloud is drastically changing the H igh Performance computing (HPC) application scenarios. Current virtual machine-based IaaS architectures are not designed for HPC applications. This paper presents a new cloud oriented storage system by constructing a large scale memory grid in a distributed environment in order to support low latency data access of HPC applications. This cloud Memory model is built through the implementation of a private virtual file system (PVFS) upon virtual operating system (OS) that allows HPC applications to access data in such a way that cloud Memory can access local disks in the same fashion. © (2012) Trans Tech Publications, Switzerland.

关键词： Memory architecture

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Performance analysis and optimal resource usage in finite population cloud environment

Performance analysis and optimal resource usage in finite po...

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international conference on parallel distributed and grid computing (PDGC)

作者： V. Goswami S. S. Patra G. B. Mund School of Computer Engineering KIIT University Bhubaneswar India

cloud computing provides a new paradigm for industries to meet the emerging business needs by accessing distributed computing resources such as infrastructure, hardware and software applications on-demand over the internet as services. As the technology and the need is growing very fast, in future there may be multiple vendors offering different services with different Quality of Services (QoS) and at various prices. This would lead to development of new methods and tools for the performance evaluation of the system to meet the offerings and requirements. In this paper, we present an analytical finite population model for performance evaluation of a private cloud computing system. Various performance measures of the cloud system for finite population environment indicate that the proposed provisioning technique helps the cloud operators in tuning the resources accordingly to improve the QoS targets.

关键词： Velocity measurement Quality of service

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HTB based packet scheduler for cloud computing 12

HTB based packet scheduler for cloud computing

引用

2nd international conference on Computational Science, engineering and Information, CCSEIT 2012

作者： Antony, Soumya Antony, Simy Ajeena, Beegom A S Rajasree, M.S. Department of Computer Science and Engineering College of Engineering Trivandrum India

ISBN: (纸本)9781450313100

cloud computing is Internet - connected mode of supercomputing. In cloud computing all the resources are provided as service that causes high traffic on cloud. So an efficient traffic management mechanism is required for cloud environment. Hierarchical link sharing algorithms like HTB (Hierarchical Token Bucket) are suitable for cloud traffic management, because each class in HTB can borrow bandwidth from its parent. But the sequential HTB can afford only low speeds (0.5Gbps). For better performance, HTB can be parallelized to reduce concurrency in HTB key structure access. This parallel HTB could not only increase the processing rate, but also keep a well performance on stability. In this paper, we propose an adaptive bandwidth management mechanism based on parallelized version of HTB. This packet scheduler uses inference mechanism to identify the bandwidth requirement and allocate bandwidth dynamically. Finally, we evaluate the effectiveness of the proposed scheme through extensive simulation studies. Copyright © 2012 ACM.

关键词： cloud computing

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A reuse distance based precopy approach to improve live migration of virtual machines

A reuse distance based precopy approach to improve live migr...

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2012 2nd IEEE international conference on parallel, distributed and grid computing, PDGC 2012

作者： Alamdari, Javanshir Farzin Zamanifar, Kamran Computer Engineering Department University of Isfahan Isfahan Iran

ISBN: (纸本)9781467329255

Virtualization enables data centers to share physical resources between virtual private servers (VPS) cost-effectively. Live migration of virtual machines (VM) is one of the most important capabilities that have been provided by the virtualization. It enables the data center's administrators to apply the load balancing properly. Sending large number of VM's memory pages wastes the data center's bandwidth. It also decreases the quality of service during live migration. By reducing the number of sent pages, live migration time is reduced. Using an effective approach for sending VM's pages leads to shorter downtime and migration time compared to pre-copy. This paper proposes an algorithm for tracking updated memory pages and making decision for transferring dirty pages during each iterated migration phase. In this paper, the concept of reuse distance is adopted to reduce the transferring number of dirtied pages. According to the experimental results, when the system is under heavy workload or running applications inside the VM are write-intensive;the reuse-distance approach has better performance than traditional pre-copy in terms of the number of transferred pages, total migration time and downtime. Experiments show that with increasing workload, reduction in the number of sent pages reaches 68% without increasing systems' overhead during live migration. © 2012 IEEE.

关键词： Virtual machine

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Comparative Performance Analysis of Routing Protocols in Mobile Ad Hoc Networks under JellyFish Attack

Comparative Performance Analysis of Routing Protocols in Mob...

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2nd IEEE international conference on parallel, distributed and grid computing (PDGC)

作者： Wazid, Mohammad Kumar, Vipin Goudar, R. H. Graph Era Univ Dept CSE Dehra Dun Uttar Pradesh India

ISBN: (纸本)9781467329255;9781467329224

A mobile ad hoc network is much more assailable to attacks than a wired network due to its limited physical security, high mobility and lack of centralized administration. Jellyfish is a new denial of service attack. There are three kinds of JellyFish attacks i. e. JF Reorder Attack, JF Periodic Dropping Attack, JF Delay Variance Attack. In JF delay variance attack, intruder node needs to intrude into forwarding group and then it delays data packets for some amount of time before forwarding. Due to JF delay variance attack, high end- to- end delay takes place in the network and performance of the network (i. e. throughput etc) becomes worse. In our paper we have done a comparative performance analysis of three reactive routing protocols i. e. AODV, DSR and TORA used in mobile ad hoc network under JF delay variance attack with increasing node density. If we have a mobile ad hoc network in which probability of occurrence of JF attack is high and also if it requires time efficient network service for information exchange with increasing number of nodes then we have to choose DSR protocol. If it requires high throughput and consistent service in the network with increasing node density then TORA protocol is recommended.

关键词： JF Delay Variance Attack 2ACK AODV DSR TORA

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distributed multi-fault localization for multi-domain EPCglobal networks

Distributed multi-fault localization for multi-domain EPCglo...

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2012 7th international conference on P2P, parallel, grid, cloud and Internet computing, 3PGCIC 2012

作者： Khair, Mazen Mouftah, Hussein T. School of Electrical Engineering and Computer Science University of Ottawa 800 King Edward Street Ottawa ON K1N 6N5 Canada

ISBN: (纸本)9781467329910

In this paper, we propose a distributed fault localization protocol for localizing multi-link failures in EPC global networks. the protocol is based on a parallel limited-perimeter vector matching (P-LVM) mechanism, which restricts fault localization within a smaller perimeter area and can thus significantly reduce fault localization time. by performing a fault localization process sequentially in the EPC-global domains that an affected connection passes through, the protocol can localize both inter-domain and intra-domain link failures that affect inter-domain traffic without exchanging any internal confidential domain-specific information between different EPC global domains. We show through analytical results that it can not only fast localize an inter-domain link failure between different domains but also localize an intra-domain link failure that affects inter-domain traffic faster than any localization protocol known in the literature. © 2012 IEEE.

关键词： Border Gateway Protocol

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P2P solutions to efficient mobile peer collaboration in MANETs

P2P solutions to efficient mobile peer collaboration in MANE...

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2012 7th international conference on P2P, parallel, grid, cloud and Internet computing, 3PGCIC 2012

作者： Spaho, Evjola Kulla, Elis Xhafa, Fatos Barolli, Leonard 3-30-1 Wajiro-Higashi Higashi-Ku Fukuoka 811-0295 Japan Department of Languages and Informatics Systems Technical University of Catalonia C/Jordi Girona 1-3 08034 Barcelona Spain 3-30-1 Wajiro-Higashi Higashi-Ku Fukuoka 811-0295 Japan

ISBN: (纸本)9781467329910

P2P systems have shown useful to many types of distributed systems due to their features of efficient direct communication among peers. Although initially motivated by the need for efficient file sharing among large amount of peers, P2P techniques have found wide applicability to many domains within large scale distributed systems such as solving complex problems from science and engineering, data storage, etc. During the last years, P2P techniques have found their applicability to mobile computing, vehicular networking, MANETs, etc. In this paper we survey some P2P solutions to efficient management in MANETs. By using P2P techniques, MANETs can efficiently support collaboration among mobile peers as well as efficient data exchange. © 2012 IEEE.

关键词： Electronic data interchange

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distributed management of pervasive healthcare data through cloud computing

Distributed management of pervasive healthcare data through ...

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2nd international ICST conference on Wireless Mobile Communication and Healthcare, MobiHealth 2011

作者： Doukas, Charalampos Pliakas, Thomas Tsanakas, Panayiotis Maglogiannis, Ilias University of the Aegean Greece Nokia Siemens Networks Greece National Technical University and Greek Research and Education Network Greece University of Central Greece Greece

ISBN: (纸本)9783642297335

This paper presents a distributed platform based on cloud computing for management of pervasive healthcare data. Pervasive applications through continuous monitoring of patients and their context generate a vast amount of data that need to be managed and stored for processing and future usage. cloud computing and service-oriented applications are the new trends for efficient managing and processing data online. The Cumulocity cloud platform utilized in this work is especially developed for the support of sensors and machine-to-machine (M2M) communication infrastructures. This paper presents an integrated system for managing sensor data related to the detection of disabled or elderly citizens falls. Wearable sensors collect the fall related data, which are then handled by the Cumulocity cloud Platform. © 2012 ICST Institute for Computer Science, Social Informatics and Telecommunications engineering.

关键词： Web services

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