{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T16:34:20Z","timestamp":1743006860524,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030783068"},{"type":"electronic","value":"9783030783075"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2022,4,29]],"date-time":"2022-04-29T00:00:00Z","timestamp":1651190400000},"content-version":"vor","delay-in-days":118,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>In the last few years, the potential impact of big data on the manufacturing industry has received enormous attention. This chapter details two large-scale trials that have been implemented in the context of the lighthouse project Boost 4.0. The chapter introduces the Boost 4.0 Reference Model, which adapts the more generic BDVA big data reference architectures to the needs of Industry 4.0. The Boost 4.0 reference model includes a reference architecture for the design and implementation of advanced big data pipelines and the digital factory service development reference architecture. The engineering and management of business network track and trace processes in high-end textile supply are explored with a focus on the assurance of Preferential Certification of Origin (PCO). Finally, the main findings from these two large-scale piloting activities in the area of service engineering are discussed.<\/jats:p>","DOI":"10.1007\/978-3-030-78307-5_17","type":"book-chapter","created":{"date-parts":[[2022,4,28]],"date-time":"2022-04-28T07:03:15Z","timestamp":1651129395000},"page":"373-397","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Big Data-Driven Industry 4.0 Service Engineering Large-Scale Trials: The Boost 4.0 Experience"],"prefix":"10.1007","author":[{"given":"Oscar","family":"L\u00e1zaro","sequence":"first","affiliation":[]},{"given":"Jes\u00fas","family":"Alonso","sequence":"additional","affiliation":[]},{"given":"Paulo","family":"Figueiras","sequence":"additional","affiliation":[]},{"given":"Ruben","family":"Costa","sequence":"additional","affiliation":[]},{"given":"Diogo","family":"Gra\u00e7a","sequence":"additional","affiliation":[]},{"given":"Gisela","family":"Garcia","sequence":"additional","affiliation":[]},{"given":"Alessandro","family":"Canepa","sequence":"additional","affiliation":[]},{"given":"Caterina","family":"Calefato","sequence":"additional","affiliation":[]},{"given":"Marco","family":"Vallini","sequence":"additional","affiliation":[]},{"given":"Fabiana","family":"Fournier","sequence":"additional","affiliation":[]},{"given":"Nathan","family":"Hazout","sequence":"additional","affiliation":[]},{"given":"Inna","family":"Skarbovsky","sequence":"additional","affiliation":[]},{"given":"Athanasios","family":"Poulakidas","sequence":"additional","affiliation":[]},{"given":"Konstantinos","family":"Sipsas","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,4,29]]},"reference":[{"unstructured":"Boost 4.0 https:\/\/www.boost40.eu","key":"17_CR1"},{"unstructured":"Zillner, S., Curry, E., Metzger, A., Auer, S., & Seidl, R. (Eds.). (2017). European Big Data Value Strategic Research & Innovation Agenda. Big Data Value Association.","key":"17_CR2"},{"unstructured":"Zillner, S., Bisset, D., Milano, M., Curry, E., Garc\u00eda Robles, A., Hahn, T., Irgens, M., Lafrenz, R., Liepert, B., O\u2019Sullivan, B., & Smeulders, A. (Eds.) (2020) Strategic Research, Innovation and Deployment Agenda - AI, Data and Robotics Partnership. Third Release. September 2020, Brussels. BDVA, euRobotics, ELLIS, EurAI and CLAIRE.","key":"17_CR20"},{"unstructured":"Big Data Value Association. (2017). Strategic Research and Innovation Agenda v.4.0. Available at: https:\/\/www.bdva.eu\/sites\/default\/files\/BDVA_SRIA_v4_Ed1.1.pdf","key":"17_CR4"},{"unstructured":"VDI\/VDE-Gesellschaft Mess- und Automatisierungstechnik. (2015). Status Report: Reference Architecture Model Industrie 4.0 (RAMI4.0) (Vol. 0). https:\/\/www.zvei.org\/Downloads\/Automation\/5305. Publikation GMA Status Report ZVEI Reference Architecture Model.pdf.","key":"17_CR3"},{"unstructured":"Digital Factory Alliance (DFA). https:\/\/digitalfactoryalliance.eu\/","key":"17_CR5"},{"unstructured":"D2.5 boost 4.0 reference architecture specification. Available at: https:\/\/boost40.eu\/wp-content\/uploads\/2020\/11\/D2.5.pdf","key":"17_CR6"},{"unstructured":"International Organization for Standardization. (2011). ISO\/IEC\/IEEE 42010. System and Software Engineering \u2013 Architecture Description. Available at: https:\/\/www.iso.org\/standard\/50508.html","key":"17_CR8"},{"unstructured":"Apache Spark. https:\/\/spark.apache.org\/","key":"17_CR9"},{"unstructured":"International Data Spaces Association. (2019). Reference architecture model. Online. Available at: https:\/\/www.internationaldataspaces.org\/wp-content\/uploads\/2019\/03\/IDS-Reference-Architecture-Model-3.0.pdf","key":"17_CR10"},{"unstructured":"PostgreSQL. https:\/\/www.postgresql.org\/","key":"17_CR11"},{"unstructured":"MongoDB. https:\/\/www.mongodb.com\/","key":"17_CR12"},{"unstructured":"Apache Hive. https:\/\/hive.apache.org\/","key":"17_CR13"},{"unstructured":"Grafana. https:\/\/grafana.com\/","key":"17_CR14"},{"unstructured":"Center for Trade Facilitation and Electronic Business, Economic Commission for Europe, UN. (2019). Briefing note on sustainable textile value chains in the garment and footwear domain For SDG12. [online] Geneva. Available at: https:\/\/undocs.org\/pdf?symbol=en\/ECE\/TRADE\/C\/CEFACT\/2019\/26","key":"17_CR15"},{"unstructured":"Center for Trade Facilitation and Electronic Business, Economic Commission for Europe, UN. (2019). Report of the Centre for Trade Facilitation and Electronic Business on its twenty-fifth session. [online] Geneva. Available at: https:\/\/www.unece.org\/fileadmin\/DAM\/cefact\/cf_plenary\/2019_plenary\/ECE_TRADE_C_CEFACT_2019_02E_Report.pdf","key":"17_CR16"},{"unstructured":"NIELSEN. (2015). The sustainability imperative. New insights on consumer expectations. Online. Available at: https:\/\/www.nielsen.com\/wp-content\/uploads\/sites\/3\/2019\/04\/global-sustainability-report-oct-2015.pdf","key":"17_CR17"},{"unstructured":"Hyperledger Fabric. https:\/\/www.hyperledger.org\/use\/fabric","key":"17_CR18"},{"unstructured":"Available at: https:\/\/gitlab.com\/boost4-piacenza\/public-artifacts","key":"17_CR19"}],"container-title":["Technologies and Applications for Big Data Value"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-78307-5_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,28]],"date-time":"2022-04-28T07:14:58Z","timestamp":1651130098000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-78307-5_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030783068","9783030783075"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-78307-5_17","relation":{},"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"29 April 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}