Zobrazit v EDS

Experimentation in Industrial Software Ecosystems: an Interview Study

Uloženo v:
Podrobná bibliografie
Název: Experimentation in Industrial Software Ecosystems: an Interview Study
Autoři: Hegazy, Shady, Elsnere, Christoph, Bosch, Jan, 1967, Olsson, Helena Holmström
Zdroj: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA. (2024):97-105
Témata: Experimentation, Causal Inference, Software Ecosystems, Cyber-physical Systems, A/B Testing
Popis: Industrial software ecosystems refer to a network of interdependent actors, co-creating value through a shared technological platform specifically tailored to industrial sectors. Developing, maintaining, and orchestrating such platforms involves many challenges that require complex decision making. Experimentation can help alleviate this complexity and reduce decision uncertainty and bias. However, experimentation requires certain organizational, infrastructural, and data-related prerequisites which can be uniquely challenging to achieve in industrial software ecosystems. Through semi-structured interviews with 25 industry professionals involved in various roles across 17 ecosystems, we analyze the difficulties faced in conducting effective experiments in such environments. The interview protocol covered aspects related to the methodologies, data handling processes, and current experimentation practices, as well as the challenges faced by practitioners who engage in experimentation initiatives. The study findings reveal technical, organizational, and market-related challenges, detailing the complexities facing experimentation initiatives in industrial software ecosystems. The findings are presented in an actionable manner, following a model that allows business-oriented alignment of architecture, process, and organizational evolution strategies. The study identifies key impediments, such as data integration difficulties, stringent regulatory environments, and prevailing organizational cultures that hinder continuous experimentation practices. Our analysis provides a foundation for understanding the unique challenges facing experimentation efforts in industrial software ecosystems and offers insights into potential strategies to improve the effectiveness of these initiatives.
Přístupová URL adresa: https://research.chalmers.se/publication/545386
Databáze: SwePub
FullText Text:
  Availability: 0
CustomLinks:
  – Url: https://resolver.ebscohost.com/openurl?sid=EBSCO:edsswe&genre=article&issn=23769521&ISBN=&volume=&issue=2024&date=20240101&spage=97&pages=97-105&title=Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA&atitle=Experimentation%20in%20Industrial%20Software%20Ecosystems%3A%20an%20Interview%20Study&aulast=Hegazy%2C%20Shady&id=DOI:10.1109/SEAA64295.2024.00023
    Name: Full Text Finder
    Category: fullText
    Text: Full Text Finder
    Icon: https://imageserver.ebscohost.com/branding/images/FTF.gif
    MouseOverText: Full Text Finder
  – Url: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=EBSCO&SrcAuth=EBSCO&DestApp=WOS&ServiceName=TransferToWoS&DestLinkType=GeneralSearchSummary&Func=Links&author=Hegazy%20S
    Name: ISI
    Category: fullText
    Text: Nájsť tento článok vo Web of Science
    Icon: https://imagesrvr.epnet.com/ls/20docs.gif
    MouseOverText: Nájsť tento článok vo Web of Science
Header DbId: edsswe
DbLabel: SwePub
An: edsswe.oai.research.chalmers.se.620d45e9.692f.4433.835e.614b0b6e052e
RelevancyScore: 964
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 964.415405273438
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Experimentation in Industrial Software Ecosystems: an Interview Study
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Hegazy%2C+Shady%22">Hegazy, Shady</searchLink><br /><searchLink fieldCode="AR" term="%22Elsnere%2C+Christoph%22">Elsnere, Christoph</searchLink><br /><searchLink fieldCode="AR" term="%22Bosch%2C+Jan%22">Bosch, Jan</searchLink>, 1967<br /><searchLink fieldCode="AR" term="%22Olsson%2C+Helena+Holmström%22">Olsson, Helena Holmström</searchLink>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <i>Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA</i>. (2024):97-105
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Experimentation%22">Experimentation</searchLink><br /><searchLink fieldCode="DE" term="%22Causal+Inference%22">Causal Inference</searchLink><br /><searchLink fieldCode="DE" term="%22Software+Ecosystems%22">Software Ecosystems</searchLink><br /><searchLink fieldCode="DE" term="%22Cyber-physical+Systems%22">Cyber-physical Systems</searchLink><br /><searchLink fieldCode="DE" term="%22A%2FB+Testing%22">A/B Testing</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Industrial software ecosystems refer to a network of interdependent actors, co-creating value through a shared technological platform specifically tailored to industrial sectors. Developing, maintaining, and orchestrating such platforms involves many challenges that require complex decision making. Experimentation can help alleviate this complexity and reduce decision uncertainty and bias. However, experimentation requires certain organizational, infrastructural, and data-related prerequisites which can be uniquely challenging to achieve in industrial software ecosystems. Through semi-structured interviews with 25 industry professionals involved in various roles across 17 ecosystems, we analyze the difficulties faced in conducting effective experiments in such environments. The interview protocol covered aspects related to the methodologies, data handling processes, and current experimentation practices, as well as the challenges faced by practitioners who engage in experimentation initiatives. The study findings reveal technical, organizational, and market-related challenges, detailing the complexities facing experimentation initiatives in industrial software ecosystems. The findings are presented in an actionable manner, following a model that allows business-oriented alignment of architecture, process, and organizational evolution strategies. The study identifies key impediments, such as data integration difficulties, stringent regulatory environments, and prevailing organizational cultures that hinder continuous experimentation practices. Our analysis provides a foundation for understanding the unique challenges facing experimentation efforts in industrial software ecosystems and offers insights into potential strategies to improve the effectiveness of these initiatives.
– Name: URL
  Label: Access URL
  Group: URL
  Data: <link linkTarget="URL" linkTerm="https://research.chalmers.se/publication/545386" linkWindow="_blank">https://research.chalmers.se/publication/545386</link>
PLink https://erproxy.cvtisr.sk/sfx/access?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsswe&AN=edsswe.oai.research.chalmers.se.620d45e9.692f.4433.835e.614b0b6e052e
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1109/SEAA64295.2024.00023
    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 9
        StartPage: 97
    Subjects:
      – SubjectFull: Experimentation
        Type: general
      – SubjectFull: Causal Inference
        Type: general
      – SubjectFull: Software Ecosystems
        Type: general
      – SubjectFull: Cyber-physical Systems
        Type: general
      – SubjectFull: A/B Testing
        Type: general
    Titles:
      – TitleFull: Experimentation in Industrial Software Ecosystems: an Interview Study
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Hegazy, Shady
      – PersonEntity:
          Name:
            NameFull: Elsnere, Christoph
      – PersonEntity:
          Name:
            NameFull: Bosch, Jan
      – PersonEntity:
          Name:
            NameFull: Olsson, Helena Holmström
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 23769521
            – Type: issn-print
              Value: 2640592X
            – Type: issn-locals
              Value: CTH_SWEPUB
          Numbering:
            – Type: issue
              Value: 2024
          Titles:
            – TitleFull: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA
              Type: main
ResultId 1