2012 IEEE 8th International Conference on E-Science最新文献_第8页

Mining hidden mixture context with ADIOS-P to improve predictive pre-fetcher accuracy 利用ADIOS-P挖掘隐藏混合上下文，提高预测预取精度

2012 IEEE 8th International Conference on E-Science Pub Date : 2012-10-01 DOI: 10.1109/eScience.2012.6404418

J. Choi, H. Abbasi, D. Pugmire, N. Podhorszki, S. Klasky, Cristian Capdevila, M. Parashar, M. Wolf, J. Qiu, G. Fox

{"title":"Mining hidden mixture context with ADIOS-P to improve predictive pre-fetcher accuracy","authors":"J. Choi, H. Abbasi, D. Pugmire, N. Podhorszki, S. Klasky, Cristian Capdevila, M. Parashar, M. Wolf, J. Qiu, G. Fox","doi":"10.1109/eScience.2012.6404418","DOIUrl":"https://doi.org/10.1109/eScience.2012.6404418","url":null,"abstract":"Predictive pre-fetcher, which predicts future data access events and loads the data before users requests, has been widely studied, especially in file systems or web contents servers, to reduce data load latency. Especially in scientific data visualization, pre-fetching can reduce the IO waiting time. In order to increase the accuracy, we apply a data mining technique to extract hidden information. More specifically, we apply a data mining technique for discovering the hidden contexts in data access patterns and make prediction based on the inferred context to boost the accuracy. In particular, we performed Probabilistic Latent Semantic Analysis (PLSA), a mixture model based algorithm popular in the text mining area, to mine hidden contexts from the collected user access patterns and, then, we run a predictor within the discovered context. We further improve PLSA by applying the Deterministic Annealing (DA) method to overcome the local optimum problem. In this paper we demonstrate how we can apply PLSA and DA optimization to mine hidden contexts from users data access patterns and improve predictive pre-fetcher performance.","PeriodicalId":6364,"journal":{"name":"2012 IEEE 8th International Conference on E-Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2012-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89001899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Flashes in a star stream: Automated classification of astronomical transient events 星流中的闪光:天文瞬变事件的自动分类

2012 IEEE 8th International Conference on E-Science Pub Date : 2012-09-08 DOI: 10.1109/eScience.2012.6404437

S. Djorgovski, A. Mahabal, C. Donalek, M. Graham, A. Drake, B. Moghaddam, M. Turmon

引用次数: 26

P∗: A model of pilot-abstractions P *:一个有导抽象的模型

2012 IEEE 8th International Conference on E-Science Pub Date : 2012-07-27 DOI: 10.1109/eScience.2012.6404423

André Luckow, M. Santcroos, André Merzky, Ole Weidner, P. Mantha, S. Jha

{"title":"P∗: A model of pilot-abstractions","authors":"André Luckow, M. Santcroos, André Merzky, Ole Weidner, P. Mantha, S. Jha","doi":"10.1109/eScience.2012.6404423","DOIUrl":"https://doi.org/10.1109/eScience.2012.6404423","url":null,"abstract":"Pilot-Jobs support effective distributed resource utilization, and are arguably one of the most widely-used distributed computing abstractions - as measured by the number and types of applications that use them, as well as the number of production distributed cyberinfrastructures that support them. In spite of broad uptake, there does not exist a well-defined, unifying conceptual model of Pilot-Jobs which can be used to define, compare and contrast different implementations. Often Pilot-Job implementations are strongly coupled to the distributed cyber-infrastructure they were originally designed for. These factors present a barrier to extensibility and interoperability. This paper is an attempt to (i) provide a minimal but complete model (P*) of Pilot-Jobs, (ii) establish the generality of the P* Model by mapping various existing and well known Pilot-Job frameworks such as Condor and DIANE to P*, (iii) derive an interoperable and extensible API for the P* Model (Pilot-API), (iv) validate the implementation of the Pilot-API by concurrently using multiple distinct Pilot-Job frameworks on distinct production distributed cyberinfrastructures, and (v) apply the P* Model to Pilot-Data.","PeriodicalId":6364,"journal":{"name":"2012 IEEE 8th International Conference on E-Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2012-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89978938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 56

Reverse Engineering Europe's PSI Re-use Rules -- Towards an Integrated Conceptual Framework for PSI Re-use 逆向工程欧洲的PSI再利用规则——面向PSI再利用的集成概念框架

2012 IEEE 8th International Conference on E-Science Pub Date : 2010-12-07 DOI: 10.1109/ESCIENCEW.2010.29

M. D. Vries

{"title":"Reverse Engineering Europe's PSI Re-use Rules -- Towards an Integrated Conceptual Framework for PSI Re-use","authors":"M. D. Vries","doi":"10.1109/ESCIENCEW.2010.29","DOIUrl":"https://doi.org/10.1109/ESCIENCEW.2010.29","url":null,"abstract":"Despite various studies evincing the huge potential locked up in public sector information (PSI), this potential is far from being fully exploited. To a large extent, this failure is caused by the immensely complex legal labyrinth surrounding PSI re-use. This complexity works in two ways: public sector bodies do not comply with the regulatory framework and reusers do not avail themselves of the legal instruments offered, resulting in an unexploited economic potential. What makes the legal framework so complex is the transcending nature of PSI re-use, as it blends four areas of law – freedom of information law, ICT law, intellectual property law and competition law – that, throughout the years, have been regulated at a European, national and even sect oral level, but in isolation. The fundamental impact that ICT developments have on our society, subsequently also rocking the legal rules and underlying principles and axioms, makes the picture even more complicated. In this article, these legal frameworks are reverse engineered, demonstrating their interaction, culminating in a conceptual framework that allows public sector bodies and re-users (and courts where necessary) to apply and rely on the rules.","PeriodicalId":6364,"journal":{"name":"2012 IEEE 8th International Conference on E-Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78067932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Educating the Humanities for e-Science 为电子科学教育人文学科

2012 IEEE 8th International Conference on E-Science Pub Date : 2006-12-04 DOI: 10.1109/E-SCIENCE.2006.56

S. Strömqvist

引用次数: 1

A Grid Environment for Data Integration of Scientific Databases 面向科学数据库数据集成的网格环境

2012 IEEE 8th International Conference on E-Science Pub Date : 2005-12-05 DOI: 10.1109/E-SCIENCE.2005.5

H. Matsuda

引用次数: 3

Service-Oriented Science: Scaling the Application and Impact of eResearch 面向服务的科学:扩展研究的应用和影响

2012 IEEE 8th International Conference on E-Science Pub Date : 2005-12-05 DOI: 10.1109/E-SCIENCE.2005.75

Ian T. Foster

引用次数: 1

Reprocessing D0 Data with SAMGrid 用SAMGrid重新处理D0数据

2012 IEEE 8th International Conference on E-Science Pub Date : 2005-12-05 DOI: 10.1109/E-SCIENCE.2005.70

F. Villeneuve-Séguier

引用次数: 1

Experiences with GRIA - Industrial Applications on a Web Services Grid 使用GRIA的经验——Web服务网格上的工业应用程序

2012 IEEE 8th International Conference on E-Science Pub Date : 2005-12-05 DOI: 10.1109/E-SCIENCE.2005.38

M. Surridge, Steve Taylor, D. D. Roure, E. Zaluska

引用次数: 85

Putting Semantics into e-Science and Grids 将语义学应用于电子科学与网格

2012 IEEE 8th International Conference on E-Science Pub Date : 2005-12-05 DOI: 10.1109/E-SCIENCE.2005.68

C. Goble

引用次数: 17