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Supporting multi-row distributed transactions with global snapshot isolation using bare-bones HBase

Supporting multi-row distributed transactions with global sn...

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2010 11th IEEE/ACM international conference on Grid computing, Grid 2010

作者： Zhang, Chen De Sterck, Hans David R. Cheriton School of Computer Science University of Waterloo Waterloo Canada Department of Applied Mathematics University of Waterloo Waterloo Canada

ISBN: (纸本)9781424493487

Snapshot isolation (SI) is an important database transactional isolation level adopted by major database management systems (DBMS). Until now, there is no solution for any traditional DBMS to be easily replicated with global SI for distributed transactions in cloud computing environments. HBase is a column-oriented data store for Hadoop that has been proven to scale and perform well on clouds. HBase features random access performance on par with open source DBMS such as MySQL. However, HBase only provides single atomic row writes based on row locks and very limited transactional support. In this paper, we show how multi-row distributed transactions with global SI guarantee can be easily supported by using bare-bones HBase with its default configuration so that the high throughput, scalability, fault tolerance, access transparency and easy deployability properties of HBase can be inherited. through performance studies, we quantify the cost of adopting our technique. the contribution of this paper is that we provide a novel approach to use HBase as a cloud database solution with global SI at low added cost. Our approach can be easily extended to other column-oriented data stores. © 2010 IEEE.

关键词： Database systems

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A distributed storage system allowing application users to reserve I/O performance in advance for achieving SLA

A distributed storage system allowing application users to r...

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2010 11th IEEE/ACM international conference on Grid computing, Grid 2010

作者： Tanimura, Yusuke Hidetaka, Koie Kudoh, Tomohiro Kojima, Isao Tanaka, Yoshio Tsukuba Japan SURIGIKEN Co. Ltd. Tokyo Japan

ISBN: (纸本)9781424493487

Performance assurance has become an important aspect in grid and cloud computing which provide services over the Internet, and Service Level Agreements (SLA) are frequently contracted between users and the service providers. However, the I/O performance of the storage or data access service is still provided on a best effort basis. Some distributed storage systems implement performance reservation, but the reservation is implemented inside of the storage and works in an adaptive manner. In order to promise performance guarantees to users, we propose a distributed storage system allowing application users to explicitly make an advanced and time-based reservation for I/O access and storage space. thus the requested performance is guaranteed during the reserved time. this paper describes our proposed concept and the design architecture of the storage system, including the reservation interface, resource management and I/O control frameworks. then it explains our prototype which implements a simple resource allocation strategy and I/O control of the storage network along the design. the experiment results using the prototype are also shown. they indicate that the reservation cost entailed only a low performance impact on users, and that the requested performance was achieved by the reservation feature. © 2010 IEEE.

关键词： Quality of service

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Towards automating the configuration of a distributed storage system

Towards automating the configuration of a distributed storag...

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2010 11th IEEE/ACM international conference on Grid computing, Grid 2010

作者： Costa, Lauro B. Ripeanu, Matei Department of Electrical and Computer Engineering University of British Columbia Vancouver BC Canada

ISBN: (纸本)9781424493487

Versatile storage systems aim to maximize storage resource utilization by supporting the ability to 'morph' the storage system to best match the application's demands. To this end, versatile storage systems significantly extend the deployment- or run-time configurability of the storage system. this flexibility, however, introduces a new problem: a much larger, and potentially dynamic, configuration space makes manually configuring the storage system an undesirable if not unfeasible task. this paper presents our initial progress towards answering the question: "How can we configure a distributed storage system (i.e., enable/disable its various optimizations and configure their parameters) with minimal human intervention?" We discuss why manually configuring the storage system is undesirable;present the success criteria for an automated configuration solution;propose a generic architecture that supports automated configuration;and, finally, instantiate this architecture into a first prototype, which controls the configuration of similarity detection optimizations in the MosaStore distributed storage system. Our evaluation results demonstrate that the prototype can provide performance close to the optimal configuration at the cost of minimal overhead. © 2010 IEEE.

关键词： Multiprocessing systems

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thesis proposal on "Requirement engineering process for service oriented software development" 10

Thesis proposal on "Requirement engineering process for serv...

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11th international conference on Product Focused Software Development and Process Improvement, PROFES 2010

作者： Bano, Muneera Ikram, Naveed Niazi, Mahmood Department of Software Engineering International Islamic University Islamabad Pakistan School of Computing and Mathematics Keele University United Kingdom

ISBN: (纸本)9781450302814

Service Oriented Architecture (SOA) has become the new reference architecture for distributed computing. For the last few years the number of services on the web has increased exponentially. Among available services locating the best service that fulfills the user requirement is a challenging task for researchers especially when they are emphasizing on the need of automating the process of web service discovery. there is still no standard Requirement Engineering Process defined for service centric systems, as the traditional processes and those used for COTS selection cannot be used due to the architectural differences of service oriented software development to the other domains. the aim of this thesis proposal is to highlight the issues and challenges for service oriented software development paradigms and then to create a framework based on the solutions to the issues and then validating this proposal with the help of experiments. © 2010 ACM.

关键词： Information services

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A feature-based replica consistency strategy for spatial data in distributed GIS

A feature-based replica consistency strategy for spatial dat...

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11th international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2010

作者： Liang, Hong Wei, Judong Xing, Yongshan Wu, Jun DongYing 257061 China Zhongyuan Oilfield Oil Production Two Zhongyuan Oilfield PuYang HeNan China

ISBN: (纸本)9780769542874

in distributed Geographic Information System (GIS), spatial data has multi-source, heterogeneous characteristics, so there are data inconsistencies between nodes. Although there were many approaches about data consistency, a single strategy can not meet the replicas of spatial data which has large volume and complex topology. For the particularity of spatial data, through data partitioning, the paper proposed a hybrid replica consistency strategy, base on the feature of spatial data. In large-scale distributed GIS, According to the different update frequency of spatial data, use different data consistency policies to manage the geometric data and attributes data separately. Using above-mentioned strategy to manage spatial data replicas, it may be helpful in reducing the network communication between data sites, reducing the unwanted update checking, increasing the performance of systems, improving the update efficiency of the spatial data. this can complete the consistency of spatial data, and providing users with real-time, rapid and stable geographic information services. © 2010 IEEE.

关键词： Geographic information systems

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NLAR: A new approach to AQM

NLAR: A new approach to AQM

引用

24th IEEE international conference on Advanced Information networking and Applications Workshops, WAINA 2010

作者： Fan, Xunli Zheng, Feng Guan, Lin Wang, Xingang School of Information Science and Technology Northwest University Xi'an 710127 China Department of Computer Science Loughborough University Loughborough LE11 3TU United Kingdom School of Computing Communications and Electronics University of Plymouth Plymouth PL4 8AA United Kingdom

ISBN: (纸本)9780769540191

the traditional adaptive Random Early Detection (RED) algorithm allows network to achieve high throughput and low average delay. However it uses a linear dropping probability function, which causes high jitter in the core router. To overcome the drawbacks of queue jitter in the traditional adaptive RED algorithm, this paper proposes a new Non- Linear Adaptive RED (NLAR) approach based on the Active Queue Management (AQM) scheme, which provides a nonlinear adaptation to the dropping probability function of the adaptive RED. NLAR enables the gradient of the dropping probability to vary along with the deviation that is between the average queue length and the target queue length, which contributes to a more stable algorithm. Empirical simulation with various data analysis have demonstrated that the NLAR algorithm outperforms the adaptive RED algorithm in most scenarios. © 2010 IEEE.

关键词： Jitter

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Fine-grained tracking of grid infections

Fine-grained tracking of grid infections

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2010 11th IEEE/ACM international conference on Grid computing, Grid 2010

作者： Gehani, Ashish Baig, Basim Mahmood, Salman Tariq, Dawood Zaffar, Fareed Computer Science Laboratory SRI International Menlo Park CA 94025 United States Department of Computer Science Lahore University of Management Sciences Lahore 54792 Punjab Pakistan

ISBN: (纸本)9781424493487

Previous distributed anomaly detection efforts have operated on summary statistics gathered from each node. this has the advantage that the audit trail is limited in size since event sets can be succinctly represented. While this minimizes the bandwidth consumed and helps scale the detection to a large number of nodes, it limits the infrastructure's ability to identify the source of anomalies. We describe three optimizations that together allow fine-grained tracking of the sources of anomalous activity in a Grid, thereby facilitating precise responses. We demonstrate the scheme's scalability in terms of storage and network bandwidth overhead with an implementation on nodes running BOINC. the results generalize to other types of Grids as well. © 2010 IEEE.

关键词： Bandwidth

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CP-Nets Based Methodology for Integrating Functional Verification and Performance Analysis of Network Protocol

CP-Nets Based Methodology for Integrating Functional Verific...

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

作者： Jing Liu Xinming Ye Jun Li Chinese Academy of Sciences Beijing Beijing CN Inner Mongolia University for the Nationalities Hohhot China Institute of Computing Technology Chinese Academy and Sciences China

ISBN: (纸本)9781424474226;9780769540887

It is very risky to improve the performance of network protocols without the assurance of its functional correctness, especially for protocols that with complicated and concurrent behaviors. However, in most of current model based protocol engineering projects, two independent models are adopted for individual functional verification and performance analysis, which could not guarantee the performance model satisfying the functionality correctness, and usually cost more in protocol design and maintenance. In this paper, we propose a colored Petri nets (CP-nets) based method to integrate functional verification and performance analysis procedures, and focus on the BitTorrent protocol as a representative example to illustrate the practical effectiveness of our proposed methodology. that is, the functional CP-nets models of BitTorrent protocol are constructed and validated firstly, and then performance related temporal constrains are added into above models to form its performance CP-nets models for corresponding simulation based performance analysis. Because such closely related CP-nets models are utilized where every occurrence sequence in the performance model corresponds to an occurrence sequence in its functional model, it is guaranteed that both models satisfy the functionality requirements of protocol systems. Besides, model maintenance becomes more convenient.

关键词： Performance analysis Protocols Petri nets Computers Analytical models Stochastic processes Software engineering Artificial intelligence distributed computing Design engineering

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Rainbow: A robust and versatile measurement tool for Kademlia-based DHT networks

Rainbow: A robust and versatile measurement tool for Kademli...

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11th international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2010

作者： Liu, Xiangtao Meng, Tao Cai, Kai Cheng, Xueqi Institute of Computing Technology Chinese Academy of Sciences Beijing 100080 China Graduate University Chinese Academy of Sciences Beijing 100049 China

ISBN: (纸本)9780769542874

In recent years, peer-to-peer (P2P) file sharing applications have dominated the Internet traffic volumes, and among them, BitTorrent and eMule constitute the majority. BitTorrent and eMule deploy their distributed networks based on Kademlia, a robust distributed hash table (DHT) protocol, to facilitate the delivery of content. Kademlia-based DHT networks have intrigued researchers in P2P community to measure and analyze them. However, to the best of our knowledge, there is still not a well-designed crawler to carry out intensive measurement and analysis on them. In this paper, we develop Rainbow, a robust and versatile crawler for Kademlia-based DHT networks. For the first time, we theoretically analyze its convergence (a main issue of robustness), that is, Rainbow can complete the crawling within a limited time. Our analysis can also be applied to other P2P crawlers with the same sampling nature. Finally, we demonstrate that Rainbow can be applied as a versatile measurement tool to identify various characteristics of Kademlia-based DHT networks at a deep level. © 2010 IEEE.

关键词： Peer to peer networks

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XML Path Matching for Different Hierarchy Order of Elements in XML Documents

XML Path Matching for Different Hierarchy Order of Elements ...

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

作者： Sutheetutt Vacharaskunee Sarun Intakosum Department of Mathematics and Computer Science Faculty of Science Software Systems Engineering Laboratory King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand

ISBN: (纸本)9781424474226;9780769540887

XML documents allow document owners to create their documents in their own formats (element names and structure). the same information might be described in several ways. To find the similarity between XML documents which use different formats, one method is path similarity detection. the recently approach is PathSim. the previous approach can detect the similarity rate between two XML paths in case those two XML paths are in the same hierarchy order of elements that are semantic with each other. If XML documents use different elements hierarchy order, that approach has a low similarity rate. To improve the previous approach, PathMatch is introduced. PathMatch uses the edit distance algorithm to find the semantic similarity rate between element names and a cost matrix model to find the similarity rate between two XML paths. On the result, PathMatch has a higher similarity rate than the previous approach in case those two XML paths contain a different hierarchy order of elements that are semantic with each other. Moreover, in case two XML paths contain the same hierarchy order, PathMatch has the same similarity rate as the previous one.

关键词： XML Costs Change detection algorithms Software engineering Artificial intelligence distributed computing Software systems Systems engineering and theory Laboratories Mathematics

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