Conference paper Open Access

Big Data Bags: A Scalable Packaging Format for Science

D'Arcy, Mike; Chard, Kyle; Foster, Ian; Kesselman, Carl; Madduri, Ravi; Saint, Nickolaus; Wagner, Rick


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <controlfield tag="005">20200120150935.0</controlfield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">Preprint submitted to RO2019 workshop at IEEE eScience Conference 2019</subfield>
  </datafield>
  <controlfield tag="001">3338725</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Chicago</subfield>
    <subfield code="a">Chard, Kyle</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Chicago</subfield>
    <subfield code="a">Foster, Ian</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Southern California</subfield>
    <subfield code="a">Kesselman, Carl</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Chicago</subfield>
    <subfield code="a">Madduri, Ravi</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Chicago</subfield>
    <subfield code="a">Saint, Nickolaus</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Chicago</subfield>
    <subfield code="a">Wagner, Rick</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">123755</subfield>
    <subfield code="z">md5:7e36b13f4886a2af0d764306162a5a1b</subfield>
    <subfield code="u">https://zenodo.org/record/3338725/files/bdbag.pdf</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-07-17</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="p">user-ro</subfield>
    <subfield code="o">oai:zenodo.org:3338725</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">University of Southern California</subfield>
    <subfield code="a">D'Arcy, Mike</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Big Data Bags: A Scalable Packaging Format for Science</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-ro</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;The need to describe and exchange large and complex data underlies the vast majority of science conducted today. Such needs arise when downloading data from a repository, moving data between remote locations, exchanging data between collaborators, and even publishing data as part of the publication process. While such examples are common, it is surprisingly difficult to describe and exchange data, and it is even more difficult when datasets are large and span multiple storage locations. To address some of these challenges we proposed the Big Data Bag (BDBag)&amp;nbsp;as a data packaging format for representing and describing complex, distributed, and large datasets. In this presentation, we outline the BDBag model and describe three scenarios in which it is currently being used&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.3338724</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3338725</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">conferencepaper</subfield>
  </datafield>
</record>
45
68
views
downloads
All versions This version
Views 4545
Downloads 6868
Data volume 8.4 MB8.4 MB
Unique views 4242
Unique downloads 6161

Share

Cite as