Assessing Evolution of Microservices Using Static Analysis Article Swipe
Amr S. Abdelfattah
,
Tomáš Černý
,
Jorge Yero
,
Xiaozhou Li
,
Davide Taibi
,
Eun-Jee Song
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/app142210725
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/app142210725
Microservices have gained widespread adoption in enterprise software systems because they encapsulate the expertise of specific organizational subunits. This approach offers valuable insights into internal processes and communication channels. The advantage of microservices lies in their self-contained nature, streamlining management and deployment. However, this decentralized approach scatters knowledge across microservices, making it challenging to grasp the holistic system. As these systems continually evolve, substantial changes may affect not only individual microservices but the entire system. This dynamic environment increases the complexity of system maintenance, emphasizing the need for centralized assessment methods to analyze these changes. This paper derives and introduces quantification metrics to serve as indicators for investigating system architecture evolution across different system versions. It focuses on two holistic viewpoints of inter-service interaction and data perspectives derived through static analysis of the system’s source code. The approach is demonstrated with a case study using established microservice system benchmarks.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/app142210725
- OA Status
- gold
- Cited By
- 3
- References
- 37
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4404544733
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4404544733Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3390/app142210725Digital Object Identifier
- Title
-
Assessing Evolution of Microservices Using Static AnalysisWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-11-20Full publication date if available
- Authors
-
Amr S. Abdelfattah, Tomáš Černý, Jorge Yero, Xiaozhou Li, Davide Taibi, Eun-Jee SongList of authors in order
- Landing page
-
https://doi.org/10.3390/app142210725Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.3390/app142210725Direct OA link when available
- Concepts
-
Microservices, Computer science, Viewpoints, GRASP, Software deployment, Software engineering, Domain (mathematical analysis), Systems engineering, Distributed computing, Data science, Engineering, Cloud computing, Operating system, Visual arts, Mathematical analysis, Mathematics, ArtTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 3Per-year citation counts (last 5 years)
- References (count)
-
37Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4404544733 |
|---|---|
| doi | https://doi.org/10.3390/app142210725 |
| ids.doi | https://doi.org/10.3390/app142210725 |
| ids.openalex | https://openalex.org/W4404544733 |
| fwci | 2.5105983 |
| type | article |
| title | Assessing Evolution of Microservices Using Static Analysis |
| biblio.issue | 22 |
| biblio.volume | 14 |
| biblio.last_page | 10725 |
| biblio.first_page | 10725 |
| topics[0].id | https://openalex.org/T12127 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 1.0 |
| 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 | Software System Performance and Reliability |
| topics[1].id | https://openalex.org/T10639 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9980000257492065 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1702 |
| topics[1].subfield.display_name | Artificial Intelligence |
| topics[1].display_name | Advanced Software Engineering Methodologies |
| topics[2].id | https://openalex.org/T10260 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9969000220298767 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1710 |
| topics[2].subfield.display_name | Information Systems |
| topics[2].display_name | Software Engineering Research |
| is_xpac | False |
| apc_list.value | 2300 |
| apc_list.currency | CHF |
| apc_list.value_usd | 2490 |
| apc_paid.value | 2300 |
| apc_paid.currency | CHF |
| apc_paid.value_usd | 2490 |
| concepts[0].id | https://openalex.org/C2778505942 |
| concepts[0].level | 3 |
| concepts[0].score | 0.9758635759353638 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q18344624 |
| concepts[0].display_name | Microservices |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.7248685359954834 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C2776035091 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6658637523651123 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q7928819 |
| concepts[2].display_name | Viewpoints |
| concepts[3].id | https://openalex.org/C171268870 |
| concepts[3].level | 2 |
| concepts[3].score | 0.6217259764671326 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q1486676 |
| concepts[3].display_name | GRASP |
| concepts[4].id | https://openalex.org/C105339364 |
| concepts[4].level | 2 |
| concepts[4].score | 0.6140299439430237 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q2297740 |
| concepts[4].display_name | Software deployment |
| concepts[5].id | https://openalex.org/C115903868 |
| concepts[5].level | 1 |
| concepts[5].score | 0.532626211643219 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q80993 |
| concepts[5].display_name | Software engineering |
| concepts[6].id | https://openalex.org/C36503486 |
| concepts[6].level | 2 |
| concepts[6].score | 0.4630129039287567 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11235244 |
| concepts[6].display_name | Domain (mathematical analysis) |
| concepts[7].id | https://openalex.org/C201995342 |
| concepts[7].level | 1 |
| concepts[7].score | 0.3670713007450104 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q682496 |
| concepts[7].display_name | Systems engineering |
| concepts[8].id | https://openalex.org/C120314980 |
| concepts[8].level | 1 |
| concepts[8].score | 0.3490528464317322 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q180634 |
| concepts[8].display_name | Distributed computing |
| concepts[9].id | https://openalex.org/C2522767166 |
| concepts[9].level | 1 |
| concepts[9].score | 0.33411380648612976 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q2374463 |
| concepts[9].display_name | Data science |
| concepts[10].id | https://openalex.org/C127413603 |
| concepts[10].level | 0 |
| concepts[10].score | 0.18144458532333374 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[10].display_name | Engineering |
| concepts[11].id | https://openalex.org/C79974875 |
| concepts[11].level | 2 |
| concepts[11].score | 0.0870029628276825 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q483639 |
| concepts[11].display_name | Cloud computing |
| concepts[12].id | https://openalex.org/C111919701 |
| concepts[12].level | 1 |
| concepts[12].score | 0.08540233969688416 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[12].display_name | Operating system |
| concepts[13].id | https://openalex.org/C153349607 |
| concepts[13].level | 1 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q36649 |
| concepts[13].display_name | Visual arts |
| concepts[14].id | https://openalex.org/C134306372 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q7754 |
| concepts[14].display_name | Mathematical analysis |
| concepts[15].id | https://openalex.org/C33923547 |
| concepts[15].level | 0 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[15].display_name | Mathematics |
| concepts[16].id | https://openalex.org/C142362112 |
| concepts[16].level | 0 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q735 |
| concepts[16].display_name | Art |
| keywords[0].id | https://openalex.org/keywords/microservices |
| keywords[0].score | 0.9758635759353638 |
| keywords[0].display_name | Microservices |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.7248685359954834 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/viewpoints |
| keywords[2].score | 0.6658637523651123 |
| keywords[2].display_name | Viewpoints |
| keywords[3].id | https://openalex.org/keywords/grasp |
| keywords[3].score | 0.6217259764671326 |
| keywords[3].display_name | GRASP |
| keywords[4].id | https://openalex.org/keywords/software-deployment |
| keywords[4].score | 0.6140299439430237 |
| keywords[4].display_name | Software deployment |
| keywords[5].id | https://openalex.org/keywords/software-engineering |
| keywords[5].score | 0.532626211643219 |
| keywords[5].display_name | Software engineering |
| keywords[6].id | https://openalex.org/keywords/domain |
| keywords[6].score | 0.4630129039287567 |
| keywords[6].display_name | Domain (mathematical analysis) |
| keywords[7].id | https://openalex.org/keywords/systems-engineering |
| keywords[7].score | 0.3670713007450104 |
| keywords[7].display_name | Systems engineering |
| keywords[8].id | https://openalex.org/keywords/distributed-computing |
| keywords[8].score | 0.3490528464317322 |
| keywords[8].display_name | Distributed computing |
| keywords[9].id | https://openalex.org/keywords/data-science |
| keywords[9].score | 0.33411380648612976 |
| keywords[9].display_name | Data science |
| keywords[10].id | https://openalex.org/keywords/engineering |
| keywords[10].score | 0.18144458532333374 |
| keywords[10].display_name | Engineering |
| keywords[11].id | https://openalex.org/keywords/cloud-computing |
| keywords[11].score | 0.0870029628276825 |
| keywords[11].display_name | Cloud computing |
| keywords[12].id | https://openalex.org/keywords/operating-system |
| keywords[12].score | 0.08540233969688416 |
| keywords[12].display_name | Operating system |
| language | en |
| locations[0].id | doi:10.3390/app142210725 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210205812 |
| locations[0].source.issn | 2076-3417 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2076-3417 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Applied Sciences |
| locations[0].source.host_organization | https://openalex.org/P4310310987 |
| locations[0].source.host_organization_name | Multidisciplinary Digital Publishing Institute |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310310987 |
| locations[0].source.host_organization_lineage_names | Multidisciplinary Digital Publishing Institute |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| 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 | Applied Sciences |
| locations[0].landing_page_url | https://doi.org/10.3390/app142210725 |
| locations[1].id | pmh:oai:doaj.org/article:50bc46aa1f564168ae6e0ac7f9f0079f |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306401280 |
| 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 | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[1].source.host_organization | |
| locations[1].source.host_organization_name | |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | article |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | Applied Sciences, Vol 14, Iss 22, p 10725 (2024) |
| locations[1].landing_page_url | https://doaj.org/article/50bc46aa1f564168ae6e0ac7f9f0079f |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5052610090 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-7702-0059 |
| authorships[0].author.display_name | Amr S. Abdelfattah |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I138006243 |
| authorships[0].affiliations[0].raw_affiliation_string | Systems and Industrial Engineering, University of Arizona, Tucson, AZ 85721, USA |
| authorships[0].institutions[0].id | https://openalex.org/I138006243 |
| authorships[0].institutions[0].ror | https://ror.org/03m2x1q45 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I138006243 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | University of Arizona |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Amr S. Abdelfattah |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Systems and Industrial Engineering, University of Arizona, Tucson, AZ 85721, USA |
| authorships[1].author.id | https://openalex.org/A5058941408 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-5882-5502 |
| authorships[1].author.display_name | Tomáš Černý |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I138006243 |
| authorships[1].affiliations[0].raw_affiliation_string | Systems and Industrial Engineering, University of Arizona, Tucson, AZ 85721, USA |
| authorships[1].institutions[0].id | https://openalex.org/I138006243 |
| authorships[1].institutions[0].ror | https://ror.org/03m2x1q45 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I138006243 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | University of Arizona |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Tomas Cerny |
| authorships[1].is_corresponding | True |
| authorships[1].raw_affiliation_strings | Systems and Industrial Engineering, University of Arizona, Tucson, AZ 85721, USA |
| authorships[2].author.id | https://openalex.org/A5092933237 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-5033-4805 |
| authorships[2].author.display_name | Jorge Yero |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I157394403 |
| authorships[2].affiliations[0].raw_affiliation_string | Computer Science, Baylor University, Waco, TX 76798, USA |
| authorships[2].institutions[0].id | https://openalex.org/I157394403 |
| authorships[2].institutions[0].ror | https://ror.org/005781934 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I157394403 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | Baylor University |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Jorge Yero Salazar |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Computer Science, Baylor University, Waco, TX 76798, USA |
| authorships[3].author.id | https://openalex.org/A5100693396 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-3767-2527 |
| authorships[3].author.display_name | Xiaozhou Li |
| authorships[3].countries | FI |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I98381234 |
| authorships[3].affiliations[0].raw_affiliation_string | Computer Science, University of Oulu, 90570 Oulu, Finland |
| authorships[3].institutions[0].id | https://openalex.org/I98381234 |
| authorships[3].institutions[0].ror | https://ror.org/03yj89h83 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I98381234 |
| authorships[3].institutions[0].country_code | FI |
| authorships[3].institutions[0].display_name | University of Oulu |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Xiaozhou Li |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Computer Science, University of Oulu, 90570 Oulu, Finland |
| authorships[4].author.id | https://openalex.org/A5086929289 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-3210-3990 |
| authorships[4].author.display_name | Davide Taibi |
| authorships[4].countries | FI |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I98381234 |
| authorships[4].affiliations[0].raw_affiliation_string | Computer Science, University of Oulu, 90570 Oulu, Finland |
| authorships[4].institutions[0].id | https://openalex.org/I98381234 |
| authorships[4].institutions[0].ror | https://ror.org/03yj89h83 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I98381234 |
| authorships[4].institutions[0].country_code | FI |
| authorships[4].institutions[0].display_name | University of Oulu |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Davide Taibi |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Computer Science, University of Oulu, 90570 Oulu, Finland |
| authorships[5].author.id | https://openalex.org/A5051230023 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-8680-9411 |
| authorships[5].author.display_name | Eun-Jee Song |
| authorships[5].countries | US |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I157394403 |
| authorships[5].affiliations[0].raw_affiliation_string | Computer Science, Baylor University, Waco, TX 76798, USA |
| authorships[5].institutions[0].id | https://openalex.org/I157394403 |
| authorships[5].institutions[0].ror | https://ror.org/005781934 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I157394403 |
| authorships[5].institutions[0].country_code | US |
| authorships[5].institutions[0].display_name | Baylor University |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Eunjee Song |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Computer Science, Baylor University, Waco, TX 76798, USA |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.3390/app142210725 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Assessing Evolution of Microservices Using Static Analysis |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12127 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 1.0 |
| 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 | Software System Performance and Reliability |
| related_works | https://openalex.org/W4210334847, https://openalex.org/W3181741639, https://openalex.org/W4367181468, https://openalex.org/W2385368906, https://openalex.org/W2767473057, https://openalex.org/W2902924992, https://openalex.org/W2626642044, https://openalex.org/W4225586032, https://openalex.org/W2953155972, https://openalex.org/W2062218266 |
| cited_by_count | 3 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 3 |
| locations_count | 2 |
| best_oa_location.id | doi:10.3390/app142210725 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210205812 |
| best_oa_location.source.issn | 2076-3417 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2076-3417 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Applied Sciences |
| best_oa_location.source.host_organization | https://openalex.org/P4310310987 |
| best_oa_location.source.host_organization_name | Multidisciplinary Digital Publishing Institute |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310310987 |
| best_oa_location.source.host_organization_lineage_names | Multidisciplinary Digital Publishing Institute |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| 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 | Applied Sciences |
| best_oa_location.landing_page_url | https://doi.org/10.3390/app142210725 |
| primary_location.id | doi:10.3390/app142210725 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210205812 |
| primary_location.source.issn | 2076-3417 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2076-3417 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Applied Sciences |
| primary_location.source.host_organization | https://openalex.org/P4310310987 |
| primary_location.source.host_organization_name | Multidisciplinary Digital Publishing Institute |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310310987 |
| primary_location.source.host_organization_lineage_names | Multidisciplinary Digital Publishing Institute |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| 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 | Applied Sciences |
| primary_location.landing_page_url | https://doi.org/10.3390/app142210725 |
| publication_date | 2024-11-20 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W3185222174, https://openalex.org/W4250555356, https://openalex.org/W2883864007, https://openalex.org/W4319288628, https://openalex.org/W4384158965, https://openalex.org/W2687116612, https://openalex.org/W1936095683, https://openalex.org/W4318829533, https://openalex.org/W4387546890, https://openalex.org/W4398201223, https://openalex.org/W4396681190, https://openalex.org/W4403276781, https://openalex.org/W2017671454, https://openalex.org/W3091348731, https://openalex.org/W2940982799, https://openalex.org/W2999260806, https://openalex.org/W4395068764, https://openalex.org/W1965636200, https://openalex.org/W3143818167, https://openalex.org/W2102444871, https://openalex.org/W2162578700, https://openalex.org/W1987089410, https://openalex.org/W2804835653, https://openalex.org/W2767635119, https://openalex.org/W3095272914, https://openalex.org/W4296970330, https://openalex.org/W2955827336, https://openalex.org/W4387546938, https://openalex.org/W2904575279, https://openalex.org/W4226457214, https://openalex.org/W2809376319, https://openalex.org/W2465309725, https://openalex.org/W3095933780, https://openalex.org/W3139477189, https://openalex.org/W2888221106, https://openalex.org/W4378675137, https://openalex.org/W4291213652 |
| referenced_works_count | 37 |
| abstract_inverted_index.a | 141 |
| abstract_inverted_index.As | 58 |
| abstract_inverted_index.It | 115 |
| abstract_inverted_index.as | 104 |
| abstract_inverted_index.in | 5, 34 |
| abstract_inverted_index.is | 138 |
| abstract_inverted_index.it | 51 |
| abstract_inverted_index.of | 14, 31, 81, 121, 131 |
| abstract_inverted_index.on | 117 |
| abstract_inverted_index.to | 53, 91, 102 |
| abstract_inverted_index.The | 29, 136 |
| abstract_inverted_index.and | 26, 40, 98, 124 |
| abstract_inverted_index.but | 71 |
| abstract_inverted_index.for | 87, 106 |
| abstract_inverted_index.may | 65 |
| abstract_inverted_index.not | 67 |
| abstract_inverted_index.the | 12, 55, 72, 79, 85, 132 |
| abstract_inverted_index.two | 118 |
| abstract_inverted_index.This | 18, 75, 95 |
| abstract_inverted_index.case | 142 |
| abstract_inverted_index.data | 125 |
| abstract_inverted_index.have | 1 |
| abstract_inverted_index.into | 23 |
| abstract_inverted_index.lies | 33 |
| abstract_inverted_index.need | 86 |
| abstract_inverted_index.only | 68 |
| abstract_inverted_index.they | 10 |
| abstract_inverted_index.this | 43 |
| abstract_inverted_index.with | 140 |
| abstract_inverted_index.code. | 135 |
| abstract_inverted_index.grasp | 54 |
| abstract_inverted_index.paper | 96 |
| abstract_inverted_index.serve | 103 |
| abstract_inverted_index.study | 143 |
| abstract_inverted_index.their | 35 |
| abstract_inverted_index.these | 59, 93 |
| abstract_inverted_index.using | 144 |
| abstract_inverted_index.across | 48, 111 |
| abstract_inverted_index.affect | 66 |
| abstract_inverted_index.entire | 73 |
| abstract_inverted_index.gained | 2 |
| abstract_inverted_index.making | 50 |
| abstract_inverted_index.offers | 20 |
| abstract_inverted_index.source | 134 |
| abstract_inverted_index.static | 129 |
| abstract_inverted_index.system | 82, 108, 113, 147 |
| abstract_inverted_index.analyze | 92 |
| abstract_inverted_index.because | 9 |
| abstract_inverted_index.changes | 64 |
| abstract_inverted_index.derived | 127 |
| abstract_inverted_index.derives | 97 |
| abstract_inverted_index.dynamic | 76 |
| abstract_inverted_index.evolve, | 62 |
| abstract_inverted_index.focuses | 116 |
| abstract_inverted_index.methods | 90 |
| abstract_inverted_index.metrics | 101 |
| abstract_inverted_index.nature, | 37 |
| abstract_inverted_index.system. | 57, 74 |
| abstract_inverted_index.systems | 8, 60 |
| abstract_inverted_index.through | 128 |
| abstract_inverted_index.However, | 42 |
| abstract_inverted_index.adoption | 4 |
| abstract_inverted_index.analysis | 130 |
| abstract_inverted_index.approach | 19, 45, 137 |
| abstract_inverted_index.changes. | 94 |
| abstract_inverted_index.holistic | 56, 119 |
| abstract_inverted_index.insights | 22 |
| abstract_inverted_index.internal | 24 |
| abstract_inverted_index.scatters | 46 |
| abstract_inverted_index.software | 7 |
| abstract_inverted_index.specific | 15 |
| abstract_inverted_index.valuable | 21 |
| abstract_inverted_index.advantage | 30 |
| abstract_inverted_index.channels. | 28 |
| abstract_inverted_index.different | 112 |
| abstract_inverted_index.evolution | 110 |
| abstract_inverted_index.expertise | 13 |
| abstract_inverted_index.increases | 78 |
| abstract_inverted_index.knowledge | 47 |
| abstract_inverted_index.processes | 25 |
| abstract_inverted_index.subunits. | 17 |
| abstract_inverted_index.versions. | 114 |
| abstract_inverted_index.assessment | 89 |
| abstract_inverted_index.complexity | 80 |
| abstract_inverted_index.enterprise | 6 |
| abstract_inverted_index.indicators | 105 |
| abstract_inverted_index.individual | 69 |
| abstract_inverted_index.introduces | 99 |
| abstract_inverted_index.management | 39 |
| abstract_inverted_index.system’s | 133 |
| abstract_inverted_index.viewpoints | 120 |
| abstract_inverted_index.widespread | 3 |
| abstract_inverted_index.benchmarks. | 148 |
| abstract_inverted_index.centralized | 88 |
| abstract_inverted_index.challenging | 52 |
| abstract_inverted_index.continually | 61 |
| abstract_inverted_index.deployment. | 41 |
| abstract_inverted_index.emphasizing | 84 |
| abstract_inverted_index.encapsulate | 11 |
| abstract_inverted_index.environment | 77 |
| abstract_inverted_index.established | 145 |
| abstract_inverted_index.interaction | 123 |
| abstract_inverted_index.substantial | 63 |
| abstract_inverted_index.architecture | 109 |
| abstract_inverted_index.demonstrated | 139 |
| abstract_inverted_index.maintenance, | 83 |
| abstract_inverted_index.microservice | 146 |
| abstract_inverted_index.perspectives | 126 |
| abstract_inverted_index.streamlining | 38 |
| abstract_inverted_index.Microservices | 0 |
| abstract_inverted_index.communication | 27 |
| abstract_inverted_index.decentralized | 44 |
| abstract_inverted_index.inter-service | 122 |
| abstract_inverted_index.investigating | 107 |
| abstract_inverted_index.microservices | 32, 70 |
| abstract_inverted_index.microservices, | 49 |
| abstract_inverted_index.organizational | 16 |
| abstract_inverted_index.quantification | 100 |
| abstract_inverted_index.self-contained | 36 |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 96 |
| corresponding_author_ids | https://openalex.org/A5052610090, https://openalex.org/A5058941408 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 6 |
| corresponding_institution_ids | https://openalex.org/I138006243 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.46000000834465027 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.84511758 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |