All data is equal or is some data more equal? On strategic data collection and use in the embedded systems domain
Paper i proceeding, 2023

Effective collection and use of data is key for companies across domains and it is only increasing in importance. For companies in the embedded systems domain, data constitutes the basis not only for quality assurance and diagnostics of their systems but also for new service development and innovation. For these companies, data is an enabler for continuous delivery of customer value and hence, a key asset for entirely new and recurring revenue streams. However, effective use of data requires careful collection of different kinds of data depending on the purpose and context for which it is intended to be used. In this paper, we identify the challenges that companies experience in their contemporary data practices and we outline the kinds of data that companies need to collect as they evolve through different maturity stages. In addition, we provide concrete guidance on the specific data to collect during each maturity stage.

maturity stage

data exploitatio

data collectio

data practice

Författare

Helena Holmström Olsson

Malmö universitet

Jan Bosch

Software Engineering 1

Proceedings - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023

319-327
9798350342352 (ISBN)

49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023
Durres, Albania,

Ämneskategorier

Programvaruteknik

DOI

10.1109/SEAA60479.2023.00056

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Senast uppdaterat

2024-02-06