A Ceph S3 Object Data Store for HEP Article Swipe
Nick Smith
,
B. Jayatilaka
,
David Mason
,
O. Gutsche
,
Alison Peisker
,
R. Illingworth
,
Chris Jones
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1051/epjconf/202429501003
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1051/epjconf/202429501003
In CMS, data access and management is organized around the data tier model: a static definition of what subset of event information is available in a particular dataset, realized as a collection of files. We present a novel data management model that obviates the need for data tiers by exploding files into individual event data product objects. The objects are stored and retrieved through Ceph S3 technology, with a layout designed to minimize data and metadata volume while maximizing data processing parallelism. We demonstrate that this object data format shows promise in reducing total storage requirements while allowing more flexible data access patterns. Performance benchmarks of a prototype data processing framework using this object data format and a test Ceph cluster are presented, showing good scaling behavior in a distributed processing task.
Related Topics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1051/epjconf/202429501003
- https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdf
- OA Status
- diamond
- References
- 6
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4396681659
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4396681659Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1051/epjconf/202429501003Digital Object Identifier
- Title
-
A Ceph S3 Object Data Store for HEPWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-01-01Full publication date if available
- Authors
-
Nick Smith, B. Jayatilaka, David Mason, O. Gutsche, Alison Peisker, R. Illingworth, Chris JonesList of authors in order
- Landing page
-
https://doi.org/10.1051/epjconf/202429501003Publisher landing page
- PDF URL
-
https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdfDirect OA link when available
- Concepts
-
Object (grammar), Computer science, Artificial intelligenceTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
6Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4396681659 |
|---|---|
| doi | https://doi.org/10.1051/epjconf/202429501003 |
| ids.doi | https://doi.org/10.1051/epjconf/202429501003 |
| ids.openalex | https://openalex.org/W4396681659 |
| fwci | 0.0 |
| type | article |
| title | A Ceph S3 Object Data Store for HEP |
| biblio.issue | |
| biblio.volume | 295 |
| biblio.last_page | 01003 |
| biblio.first_page | 01003 |
| topics[0].id | https://openalex.org/T10715 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9993000030517578 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1705 |
| topics[0].subfield.display_name | Computer Networks and Communications |
| topics[0].display_name | Distributed and Parallel Computing Systems |
| topics[1].id | https://openalex.org/T11044 |
| topics[1].field.id | https://openalex.org/fields/31 |
| topics[1].field.display_name | Physics and Astronomy |
| topics[1].score | 0.9986000061035156 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/3106 |
| topics[1].subfield.display_name | Nuclear and High Energy Physics |
| topics[1].display_name | Particle Detector Development and Performance |
| topics[2].id | https://openalex.org/T10048 |
| topics[2].field.id | https://openalex.org/fields/31 |
| topics[2].field.display_name | Physics and Astronomy |
| topics[2].score | 0.9976999759674072 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/3106 |
| topics[2].subfield.display_name | Nuclear and High Energy Physics |
| topics[2].display_name | Particle physics theoretical and experimental studies |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C2781238097 |
| concepts[0].level | 2 |
| concepts[0].score | 0.5602740049362183 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q175026 |
| concepts[0].display_name | Object (grammar) |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.44060370326042175 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C154945302 |
| concepts[2].level | 1 |
| concepts[2].score | 0.1868983507156372 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[2].display_name | Artificial intelligence |
| keywords[0].id | https://openalex.org/keywords/object |
| keywords[0].score | 0.5602740049362183 |
| keywords[0].display_name | Object (grammar) |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.44060370326042175 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[2].score | 0.1868983507156372 |
| keywords[2].display_name | Artificial intelligence |
| language | en |
| locations[0].id | doi:10.1051/epjconf/202429501003 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S19068271 |
| locations[0].source.issn | 2100-014X, 2101-6275 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2100-014X |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | EPJ Web of Conferences |
| locations[0].source.host_organization | https://openalex.org/P4310319748 |
| locations[0].source.host_organization_name | EDP Sciences |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319748 |
| locations[0].source.host_organization_lineage_names | EDP Sciences |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | EPJ Web of Conferences |
| locations[0].landing_page_url | https://doi.org/10.1051/epjconf/202429501003 |
| locations[1].id | pmh:oai:cds.cern.ch:2882879 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306402194 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | CERN Document Server (European Organization for Nuclear Research) |
| locations[1].source.host_organization | https://openalex.org/I67311998 |
| locations[1].source.host_organization_name | European Organization for Nuclear Research |
| locations[1].source.host_organization_lineage | https://openalex.org/I67311998 |
| locations[1].license | cc-by |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | |
| locations[1].license_id | https://openalex.org/licenses/cc-by |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | http://cds.cern.ch/record/2882879 |
| locations[2].id | pmh:oai:doaj.org/article:117037900aed4a949349b22ca125c2d6 |
| locations[2].is_oa | False |
| locations[2].source.id | https://openalex.org/S4306401280 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | EPJ Web of Conferences, Vol 295, p 01003 (2024) |
| locations[2].landing_page_url | https://doaj.org/article/117037900aed4a949349b22ca125c2d6 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5104122551 |
| authorships[0].author.orcid | |
| authorships[0].author.display_name | Nick Smith |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[0].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[0].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[0].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[0].institutions[0].type | facility |
| authorships[0].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Nick Smith |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[1].author.id | https://openalex.org/A5044094870 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-7912-5612 |
| authorships[1].author.display_name | B. Jayatilaka |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[1].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[1].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[1].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[1].institutions[0].type | facility |
| authorships[1].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Bo Jayatilaka |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[2].author.id | https://openalex.org/A5108117056 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | David Mason |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[2].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[2].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[2].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[2].institutions[0].type | facility |
| authorships[2].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | David Mason |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[3].author.id | https://openalex.org/A5101728612 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-8015-9622 |
| authorships[3].author.display_name | O. Gutsche |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[3].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[3].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[3].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[3].institutions[0].type | facility |
| authorships[3].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Oliver Gutsche |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[4].author.id | https://openalex.org/A5110362600 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Alison Peisker |
| authorships[4].countries | US |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[4].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[4].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[4].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[4].institutions[0].type | facility |
| authorships[4].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[4].institutions[0].country_code | US |
| authorships[4].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Alison Peisker |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[5].author.id | https://openalex.org/A5111779921 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | R. Illingworth |
| authorships[5].countries | US |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[5].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[5].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[5].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[5].institutions[0].type | facility |
| authorships[5].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[5].institutions[0].country_code | US |
| authorships[5].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Robert Illingworth |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[6].author.id | https://openalex.org/A5055067035 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Chris Jones |
| authorships[6].countries | US |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I1314696892 |
| authorships[6].affiliations[0].raw_affiliation_string | Fermi National Accelerator Laboratory, Batavia, IL |
| authorships[6].institutions[0].id | https://openalex.org/I1314696892 |
| authorships[6].institutions[0].ror | https://ror.org/020hgte69 |
| authorships[6].institutions[0].type | facility |
| authorships[6].institutions[0].lineage | https://openalex.org/I1314696892, https://openalex.org/I1330989302, https://openalex.org/I39565521, https://openalex.org/I4210114836 |
| authorships[6].institutions[0].country_code | US |
| authorships[6].institutions[0].display_name | Fermi National Accelerator Laboratory |
| authorships[6].author_position | last |
| authorships[6].raw_author_name | Chris Jones |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Fermi National Accelerator Laboratory, Batavia, IL |
| has_content.pdf | True |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdf |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | A Ceph S3 Object Data Store for HEP |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10715 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9993000030517578 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1705 |
| primary_topic.subfield.display_name | Computer Networks and Communications |
| primary_topic.display_name | Distributed and Parallel Computing Systems |
| related_works | https://openalex.org/W4391375266, https://openalex.org/W2748952813, https://openalex.org/W2390279801, https://openalex.org/W2358668433, https://openalex.org/W2376932109, https://openalex.org/W2001405890, https://openalex.org/W2382290278, https://openalex.org/W4395014643, https://openalex.org/W4391913857, https://openalex.org/W2350741829 |
| cited_by_count | 0 |
| locations_count | 3 |
| best_oa_location.id | doi:10.1051/epjconf/202429501003 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S19068271 |
| best_oa_location.source.issn | 2100-014X, 2101-6275 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2100-014X |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | EPJ Web of Conferences |
| best_oa_location.source.host_organization | https://openalex.org/P4310319748 |
| best_oa_location.source.host_organization_name | EDP Sciences |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319748 |
| best_oa_location.source.host_organization_lineage_names | EDP Sciences |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | EPJ Web of Conferences |
| best_oa_location.landing_page_url | https://doi.org/10.1051/epjconf/202429501003 |
| primary_location.id | doi:10.1051/epjconf/202429501003 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S19068271 |
| primary_location.source.issn | 2100-014X, 2101-6275 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2100-014X |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | EPJ Web of Conferences |
| primary_location.source.host_organization | https://openalex.org/P4310319748 |
| primary_location.source.host_organization_name | EDP Sciences |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319748 |
| primary_location.source.host_organization_lineage_names | EDP Sciences |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.epj-conferences.org/articles/epjconf/pdf/2024/05/epjconf_chep2024_01003.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | EPJ Web of Conferences |
| primary_location.landing_page_url | https://doi.org/10.1051/epjconf/202429501003 |
| publication_date | 2024-01-01 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W2252614779, https://openalex.org/W2974845610, https://openalex.org/W2010478558, https://openalex.org/W2779367312, https://openalex.org/W4296567417, https://openalex.org/W3135663262 |
| referenced_works_count | 6 |
| abstract_inverted_index.a | 13, 25, 30, 36, 68, 106, 117, 128 |
| abstract_inverted_index.In | 0 |
| abstract_inverted_index.S3 | 65 |
| abstract_inverted_index.We | 34, 82 |
| abstract_inverted_index.as | 29 |
| abstract_inverted_index.by | 48 |
| abstract_inverted_index.in | 24, 91, 127 |
| abstract_inverted_index.is | 6, 22 |
| abstract_inverted_index.of | 16, 19, 32, 105 |
| abstract_inverted_index.to | 71 |
| abstract_inverted_index.The | 57 |
| abstract_inverted_index.and | 4, 61, 74, 116 |
| abstract_inverted_index.are | 59, 121 |
| abstract_inverted_index.for | 45 |
| abstract_inverted_index.the | 9, 43 |
| abstract_inverted_index.CMS, | 1 |
| abstract_inverted_index.Ceph | 64, 119 |
| abstract_inverted_index.data | 2, 10, 38, 46, 54, 73, 79, 87, 100, 108, 114 |
| abstract_inverted_index.good | 124 |
| abstract_inverted_index.into | 51 |
| abstract_inverted_index.more | 98 |
| abstract_inverted_index.need | 44 |
| abstract_inverted_index.test | 118 |
| abstract_inverted_index.that | 41, 84 |
| abstract_inverted_index.this | 85, 112 |
| abstract_inverted_index.tier | 11 |
| abstract_inverted_index.what | 17 |
| abstract_inverted_index.with | 67 |
| abstract_inverted_index.event | 20, 53 |
| abstract_inverted_index.files | 50 |
| abstract_inverted_index.model | 40 |
| abstract_inverted_index.novel | 37 |
| abstract_inverted_index.shows | 89 |
| abstract_inverted_index.task. | 131 |
| abstract_inverted_index.tiers | 47 |
| abstract_inverted_index.total | 93 |
| abstract_inverted_index.using | 111 |
| abstract_inverted_index.while | 77, 96 |
| abstract_inverted_index.access | 3, 101 |
| abstract_inverted_index.around | 8 |
| abstract_inverted_index.files. | 33 |
| abstract_inverted_index.format | 88, 115 |
| abstract_inverted_index.layout | 69 |
| abstract_inverted_index.model: | 12 |
| abstract_inverted_index.object | 86, 113 |
| abstract_inverted_index.static | 14 |
| abstract_inverted_index.stored | 60 |
| abstract_inverted_index.subset | 18 |
| abstract_inverted_index.volume | 76 |
| abstract_inverted_index.cluster | 120 |
| abstract_inverted_index.objects | 58 |
| abstract_inverted_index.present | 35 |
| abstract_inverted_index.product | 55 |
| abstract_inverted_index.promise | 90 |
| abstract_inverted_index.scaling | 125 |
| abstract_inverted_index.showing | 123 |
| abstract_inverted_index.storage | 94 |
| abstract_inverted_index.through | 63 |
| abstract_inverted_index.allowing | 97 |
| abstract_inverted_index.behavior | 126 |
| abstract_inverted_index.dataset, | 27 |
| abstract_inverted_index.designed | 70 |
| abstract_inverted_index.flexible | 99 |
| abstract_inverted_index.metadata | 75 |
| abstract_inverted_index.minimize | 72 |
| abstract_inverted_index.objects. | 56 |
| abstract_inverted_index.obviates | 42 |
| abstract_inverted_index.realized | 28 |
| abstract_inverted_index.reducing | 92 |
| abstract_inverted_index.available | 23 |
| abstract_inverted_index.exploding | 49 |
| abstract_inverted_index.framework | 110 |
| abstract_inverted_index.organized | 7 |
| abstract_inverted_index.patterns. | 102 |
| abstract_inverted_index.prototype | 107 |
| abstract_inverted_index.retrieved | 62 |
| abstract_inverted_index.benchmarks | 104 |
| abstract_inverted_index.collection | 31 |
| abstract_inverted_index.definition | 15 |
| abstract_inverted_index.individual | 52 |
| abstract_inverted_index.management | 5, 39 |
| abstract_inverted_index.maximizing | 78 |
| abstract_inverted_index.particular | 26 |
| abstract_inverted_index.presented, | 122 |
| abstract_inverted_index.processing | 80, 109, 130 |
| abstract_inverted_index.Performance | 103 |
| abstract_inverted_index.demonstrate | 83 |
| abstract_inverted_index.distributed | 129 |
| abstract_inverted_index.information | 21 |
| abstract_inverted_index.technology, | 66 |
| abstract_inverted_index.parallelism. | 81 |
| abstract_inverted_index.requirements | 95 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5104122551 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 7 |
| corresponding_institution_ids | https://openalex.org/I1314696892 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.4300000071525574 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.06824066 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |