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LabKey Server: An open source platform for scientific data integration, analysis and collaboration

Elizabeth K Nelson, Britt Piehler, Josh Eckels, Adam Rauch, Matthew Bellew, Peter Hussey, Sarah Ramsay, Cory Nathe, Karl Lum, Kevin Krouse, David Stearns, Brian Connolly (+2 others)
<span title="">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
These tools must enable researchers to organize and integrate heterogeneous data early in the discovery process, standardize processes, gain new insights into pooled data and collaborate securely.  ...  Atlas is an installation of LabKey Server that has been tailored to serve these consortia. It is in production use and demonstrates the core capabilities of LabKey Server.  ...  Previous contributors to LabKey Server design, implementation and documentation include Nicholas Shulman, Brendan MacLean, George Snelling, Jess Garms and Tamra Myers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-12-71">doi:10.1186/1471-2105-12-71</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21385461">pmid:21385461</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3062597/">pmcid:PMC3062597</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2qjvqaweifebtgcfpj6mmoi2rm">fatcat:2qjvqaweifebtgcfpj6mmoi2rm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170819194723/https://www.biomedcentral.com/content/pdf/1471-2105-12-71.pdf&amp;amp;embedded=true" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/ca/d1cacf5b5022fa460c6c365ac327f71d1f2dc1ad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-12-71"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3062597" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Challenges in Integrating Biological Data Sources

S.B. DAVIDSON, C. OVERTON, P. BUNEMAN
<span title="">1995</span> <i title="Mary Ann Liebert Inc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/id6xbd2o6fhy7pts2djgwhtmvy" style="color: black;">Journal of Computational Biology</a> </i> &nbsp;
To counter the increasing dispersion and heterogeneity of data, different approaches to integrating these data sources are appearing throughout the bioinformatics community.  ...  This paper surveys the technical challenges to integration, classifies the approaches, and critiques the available tools and methodologies.  ...  STEPS IN DATA SOURCE INTEGRATION The objective of integration is to make data distributed over a number of distinct, heterogeneous data sources accessible via a single interface.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1089/cmb.1995.2.557">doi:10.1089/cmb.1995.2.557</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/8634908">pmid:8634908</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lvlpofddzjapvl7ritcl6px4w4">fatcat:lvlpofddzjapvl7ritcl6px4w4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723103236/https://www.pure.ed.ac.uk/ws/files/12773677/cmb_2E1995_2E2_2E557.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ce/eb/ceeb89b4baf1f9088fd328932ca3362167587a6e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1089/cmb.1995.2.557"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Moving from Heterogeneous Data Sources to Big Data: Interoperability and Integration Issues

Mohamed Osman Hegazi, Dinesh Kumar, Kashif Zia
<span title="">2018</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
In this paper, an attempt is made to study heterogeneous databases and their interoperability issues and integration issues, and their impact on analysis of data.  ...  The data science has grown exponentially and a new paradigm has emerged which is of integration of heterogeneous data to big data.  ...  Thus, this paper is to present new approach for the heterogeneous distributed database systems integration and shows the role of this approach in moving from Heterogeneous Data Sources to Big Data, the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.091025">doi:10.14569/ijacsa.2018.091025</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/igcnoyefsvehllico3ohzbnzla">fatcat:igcnoyefsvehllico3ohzbnzla</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428162621/https://thesai.org/Downloads/Volume9No10/Paper_25-Moving_from_Heterogeneous_Data_Sources.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f0/5f/f05f2423cf993273619b88afd058d8c38bd19383.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.091025"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Approaches to Access Biological Data Sources [chapter]

Assia Rharbi, Khadija Amine, Zohra Bakkoury, Afaf Mikou, Anass Kettani, Abdelkader Betari
<span title="2012-10-03">2012</span> <i title="InTech"> Lipoproteins - Role in Health and Diseases </i> &nbsp;
Among different existing integration approaches, we adopted the mediator approach to integrate data sources.  ...  State of the art of approaches to integration A data integration system remedies to the problems associated with the expansion of public data sources by giving the possibility to have a unified view of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/48740">doi:10.5772/48740</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x5bfjcgztzaozcx2kgstma2spa">fatcat:x5bfjcgztzaozcx2kgstma2spa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808073507/http://cdn.intechopen.com/pdfs/39528/InTech-Approaches_to_access_biological_data_sources.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c2/89/c28951815198505f5a6e066b647a25dab2f337ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/48740"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Data Transformation Services (Dts): Creating Data Mart By Consolidating Multi-Source Enterprise Operational Data

J. D. D. Daniel, K. N. Goh, S. M. Yusop
<span title="2007-10-23">2007</span> <i title="Zenodo"> Zenodo </i> &nbsp;
in SQL Server.  ...  Dimension data modeling is used in DTS package to extract, transform and load data from heterogeneous database systems such as MySQL, Microsoft Access and Oracle that consolidates into a Data Mart residing  ...  to any data source, whether to/from another database system (heterogeneous) or to/from another server [5] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1081057">doi:10.5281/zenodo.1081057</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5t6f2bitsvbmhbykqxu3x37jsm">fatcat:5t6f2bitsvbmhbykqxu3x37jsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201225004102/https://zenodo.org/record/1081057/files/13402.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ee/3c/ee3c9eb6b0e2166c9dbdb3b69ac2a730f25ea88f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1081057"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

AUTOMATED DATA PROCESSING AND INTEGRATION OF LARGE MULTIPLE DATA SOURCES IN GEOHAZARDS MONITORING

Chaoyang He, Nengpan Ju, Qiang Xu, Jian Huang
<span title="">2017</span> <i title="Dalhousie Libraries"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqhyyxqklfbjjpkbfcgjxzny74" style="color: black;">International Journal of Georesources and Environment</a> </i> &nbsp;
In order to meet the requirements of data processing in geohazard monitoring, this paper presents a method of geohazard monitoring data processing, realizing the heterogeneous data integration, data access  ...  Having analyzed the wireless automation monitoring process and the features of geohazard monitoring data, we defined the data integration standards of multiple data sources.  ...  We are also grateful to the anonymous reviewers for their useful comments and careful review of the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15273/ijge.2017.01.003">doi:10.15273/ijge.2017.01.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cncxzjltpzh5hbpjvkzowgl7ha">fatcat:cncxzjltpzh5hbpjvkzowgl7ha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429010901/https://ojs.library.dal.ca/IJGE/article/download/7037/6089" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/13/aa/13aa19e5eda3cce838dddc1836071a9b62ac7117.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15273/ijge.2017.01.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Semantic Interoperability Middleware Architecture for Heterogeneous Environmental Data Sources [article]

A. K. Akanbi, M. Masinde
<span title="2018-09-16">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Data heterogeneity hampers the effort to integrate and infer knowledge from vast heterogeneous data sources.  ...  An application case study is described, in which the objective was to semantically represent and integrate structured data from sensor devices with unstructured data in the form of local indigenous knowledge  ...  Either way, these data sources are heterogeneous and has to be integrated effectively.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.05890v1">arXiv:1809.05890v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xzoc3h2zhrgtdbcqsyg3wphcvi">fatcat:xzoc3h2zhrgtdbcqsyg3wphcvi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200923132947/https://arxiv.org/ftp/arxiv/papers/1809/1809.05890.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/74/38/74388fdcdb4115d49f6186d8ff57c2d194a23372.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.05890v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Semantic Integration & Single-Site Opening of Multiple Governmental Data Sources [article]

Konstantinos Kotis, Iraklis Athanasakis, George Vouros
<span title="2014-07-02">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper describes how NARA is using Semantic Web technology to implement an application integration approach within the boundaries of its organization via opening and querying multiple governmental  ...  data sources from a single site.  ...  Special thanks to G. Santimpatakis, N. Loutas, C. Gutteridge, B. Vatant and P. Vandenbussche.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1407.0481v1">arXiv:1407.0481v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g6d4zaxpkjblfaw36u4gnefmua">fatcat:g6d4zaxpkjblfaw36u4gnefmua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930143719/https://arxiv.org/ftp/arxiv/papers/1407/1407.0481.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c1/90/c190fe9783c0a5e69417328eebd09eb6d6f34bd3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1407.0481v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Web Server [chapter]

<span title="">2017</span> <i title="Springer International Publishing"> Encyclopedia of GIS </i> &nbsp;
Many technologies, modules, services and data sources have to be mastered and integrated.  ...  MapServer again serves as an example: in addition to providing WMS and WFS data, it can also consume WFS and WMS data from other servers to render maps for an end user.  ...  to Query Evaluation Spatial Information Mediation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-17885-1_101491">doi:10.1007/978-3-319-17885-1_101491</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wqr4s3iaore77nxw3ds5x22id4">fatcat:wqr4s3iaore77nxw3ds5x22id4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725084828/https://link.springer.com/content/pdf/10.1007%2F978-3-319-17885-1_101491.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b4/03/b40391bc76900b0115196037ed245f5ca0739329.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-17885-1_101491"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Integration of Heterogeneous Biological Data Sources via Developing Web Service Platform

Mohd Kamir Yusof
<span title="">2011</span> <i title="OMICS Publishing Group"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/725mfs2xfzfptd2w2m3qgwelba" style="color: black;">Journal of Proteomics &amp; Bioinformatics</a> </i> &nbsp;
Acknowledgement Special thanks are owned to my friend Che Mat Ismail for support and advice.  ...  The issue in biological data is heterogeneous biological data sources. How to integrate? Why this integration is needed?  ...  XML is good approach for data exchange, data storage, etc. In this research, XML was used to search and retrieve data from heterogeneous biological data sources.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4172/jpb.1000193">doi:10.4172/jpb.1000193</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zy5tam75e5abfkceukpj3ljhgq">fatcat:zy5tam75e5abfkceukpj3ljhgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170816211443/https://www.omicsonline.org/integration-of-heterogeneous-biological-data-sources-via-developing-web-service-platform-jpb.1000193.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4172/jpb.1000193"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Interoperability driven integration of biomedical data sources

Douglas Teodoro, Rémy Choquet, Daniel Schober, Giovanni Mels, Emilie Pasche, Patrick Ruch, Christian Lovis
<span title="">2011</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4ju2ftoebbcvrjj6lqnnbh42wq" style="color: black;">Studies in Health Technology and Informatics</a> </i> &nbsp;
In this paper, we introduce a data integration methodology that promotes technical, syntactic and semantic interoperability for operational healthcare data sources.  ...  Finally, semantic web technologies are used to ensure common meaning and to provide ubiquitous access to the data.  ...  The methodology does not restrict data sources to an enforced common schema and the integration is done ondemand.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21893739">pmid:21893739</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nz72owh7i5azzgpxnhjygy7vhu">fatcat:nz72owh7i5azzgpxnhjygy7vhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20131107104312/http://www.hug-ge.ch/sites/interhug/files/structures/sciences_de_linformation_medicale/documents/interoperabilitydriven_2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/33/e3/33e3aa63b66842fb7da56edb5eb427eea340d62b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Securing stateful grid servers through virtual server rotation

Matthew Smith, Christian Schridde, Bernd Freisleben
<span title="">2008</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5c4wsoaagrh73mwzl3naxxgc3e" style="color: black;">Proceedings of the 17th international symposium on High performance distributed computing - HPDC &#39;08</a> </i> &nbsp;
The Grid computing paradigm is aimed at providing seamless access to different kinds of resources, such as compute clusters, data, special appliances and even people.  ...  In this paper, we present a new intrusion tolerance approach which improves the security of stateful WSRF Grid servers against stealth attacks.  ...  The authors would like to thank Salim Hariri for his valuable input.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1383422.1383425">doi:10.1145/1383422.1383425</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hpdc/SmithSF08.html">dblp:conf/hpdc/SmithSF08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kavx6xwdf5a3higpkex6rj2gnm">fatcat:kavx6xwdf5a3higpkex6rj2gnm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809054422/https://www.luis.uni-hannover.de/uploads/tx_tkpublikationen/34.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ef/6f/ef6f15bc5353ca5cdf4a6708e44fa93a9cb5369e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1383422.1383425"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

USING METADATA TO QUERY PASSIVE DATA SOURCES

PATRICK MARTIN, WENDY POWLEY, ANDREW WESTON, PETER ZION
<span title="">2000</span> <i title="World Scientific Pub Co Pte Lt"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q2xyze24f5foxnc5ctxcvr2ai4" style="color: black;">International Journal of Cooperative Information Systems</a> </i> &nbsp;
Metadata is also often used to support integration of heterogeneous data sources.  ...  Second, the approach is able to integrate the metadata for a single concept in the data where data about that concept may be in multiple data sources. Third, the approach is cost-effective.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1142/s0218843000000090">doi:10.1142/s0218843000000090</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6iih7hwaenbb3bz3zit2p2bzbu">fatcat:6iih7hwaenbb3bz3zit2p2bzbu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170820045028/https://www.computer.org/web/csdl/index/-/csdl/proceedings/hicss/1998/8251/07/82510286.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/65/4b6514ea7b7e51bb7477f4e60ea9baead8576b59.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1142/s0218843000000090"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> worldscientific.com </button> </a>

An Architecture for Efficient Integration and Harmonization of Heterogeneous, Distributed Data Sources Enabling Big Data Analytics

Andreas Kirmse, Vadim Kraus, Max Hoffmann, Tobias Meisen
<span title="">2018</span> <i title="SCITEPRESS - Science and Technology Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7uss2cuz5fhfnfcqlyac5fe7fm" style="color: black;">Proceedings of the 20th International Conference on Enterprise Information Systems</a> </i> &nbsp;
by harmonizing heterogeneous data sources.  ...  We present a lightweight integration architecture as an enabler for the application of process optimization via Big Data analytics and machine learning in large scale, multi-site manufacturing companies  ...  In this paper, we present an architectural solution for a lightweight modular integration system based on message queuing concepts that synchronize heterogeneous data sources semantically in order to facilitate  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0006776701750182">doi:10.5220/0006776701750182</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iceis/KirmseK0M18.html">dblp:conf/iceis/KirmseK0M18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sgga6lqylbflbjnudmupvwjkxu">fatcat:sgga6lqylbflbjnudmupvwjkxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190225162647/http://pdfs.semanticscholar.org/61ca/ec22fb83044373e8bf7d07eadf4b2b762768.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/ca/61caec22fb83044373e8bf7d07eadf4b2b762768.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0006776701750182"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Centralized Resource Management For Network Infrastructure Including Ip Telephony By Integrating A Mediator Between The Heterogeneous Data Sources

Mohammed Fethi Khalfi, Malika Kandouci
<span title="2011-11-20">2011</span> <i title="Zenodo"> Zenodo </i> &nbsp;
data sources.To overcome the problems of heterogeneous data sources, we propose to use a technique of adding an extra layer interfacing applications of management or supervision at the different data  ...  is completely transparent to the VoIP platform.  ...  This variety of technologies has led to applications in which data sources are heterogeneous and have to work in an interoperable way.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1059696">doi:10.5281/zenodo.1059696</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7ypm3iyipvharmmog7hfqu7m6u">fatcat:7ypm3iyipvharmmog7hfqu7m6u</a> </span>
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