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A Big Data system supporting Bosch Braga Industry 4.0 strategy

Published on Dec 1, 2017in International Journal of Information Management5.06
· DOI :10.1016/j.ijinfomgt.2017.07.012
Maribel Yasmina Santos12
Estimated H-index: 12
(University of Minho),
Jorge Oliveira e Sá4
Estimated H-index: 4
(University of Minho)
+ 5 AuthorsJoão Galvão4
Estimated H-index: 4
(University of Minho)
Abstract
Abstract People, devices, infrastructures and sensors can constantly communicate exchanging data and generating new data that trace many of these exchanges. This leads to vast volumes of data collected at ever increasing velocities and of different variety, a phenomenon currently known as Big Data. In particular, recent developments in Information and Communications Technologies are pushing the fourth industrial revolution, Industry 4.0, being data generated by several sources like machine controllers, sensors, manufacturing systems, among others. Joining volume, variety and velocity of data, with Industry 4.0, makes the opportunity to enhance sustainable innovation in the Factories of the Future. In this, the collection, integration, storage, processing and analysis of data is a key challenge, being Big Data systems needed to link all the entities and data needs of the factory. Thereby, this paper addresses this key challenge, proposing and implementing a Big Data Analytics architecture, using a multinational organisation (Bosch Car Multimedia – Braga) as a case study. In this work, all the data lifecycle, from collection to analysis, is handled, taking into consideration the different data processing speeds that can exist in the real environment of a factory (batch or stream).
  • References (27)
  • Citations (41)
References27
Newest
Jul 12, 2017 in IDEAS (International Database Engineering and Applications Symposium)
#1Maribel Yasmina Santos (University of Minho)H-Index: 12
#2Carlos Costa (University of Minho)H-Index: 9
Last.Eduarda Costa (University of Minho)H-Index: 4
view all 7 authors...
Jul 12, 2017 in IDEAS (International Database Engineering and Applications Symposium)
#1Carlos Costa (University of Minho)H-Index: 9
#2Maribel Yasmina Santos (University of Minho)H-Index: 12
#1Maribel Yasmina Santos (University of Minho)H-Index: 12
#2Jorge Oliveira e Sá (University of Minho)H-Index: 4
Last.Eduarda Costa (University of Minho)H-Index: 4
view all 8 authors...
#1Maribel Yasmina Santos (University of Minho)H-Index: 12
#2Bruno Martinho (University of Minho)H-Index: 4
Last.Carlos Costa (University of Minho)H-Index: 9
view all 3 authors...
#1Nenad Jukic (LUC: Loyola University Chicago)H-Index: 10
#2Boris Jukic (Clarkson University)H-Index: 9
Last.Benjamin Korallus Arnold (U of C: University of Chicago)H-Index: 1
view all 5 authors...
#1Carlos Costa (University of Minho)H-Index: 9
#2Maribel Yasmina Santos (University of Minho)H-Index: 12
Jan 1, 2016 in HICSS (Hawaii International Conference on System Sciences)
#1Mario Hermann (Technical University of Dortmund)H-Index: 2
#2Tobias PentekH-Index: 2
Last.Boris Otto (Technical University of Dortmund)H-Index: 17
view all 3 authors...
Cited By41
Newest
#1Yesheng Cui (UNSW: University of New South Wales)
#2Sami Kara (UNSW: University of New South Wales)H-Index: 30
Last.Ka C. Chan (UNSW: University of New South Wales)
view all 3 authors...
#1Qingfei Min (DUT: Dalian University of Technology)H-Index: 1
#2Yangguang Lu (DUT: Dalian University of Technology)H-Index: 1
Last.Bo WangH-Index: 1
view all 5 authors...
#1Jin Ho Park (Seoul National University of Science and Technology)
#2Mikail Mohammed Salim (Seoul National University of Science and Technology)H-Index: 1
Last.Jong Hyuk Park (Seoul National University of Science and Technology)H-Index: 30
view all 6 authors...
#1Weichang Kong (Tongji University)H-Index: 1
#2Fei Qiao (Tongji University)H-Index: 7
Last.Wu Qidi (Tongji University)H-Index: 14
view all 3 authors...
View next paperA Big Data Analytics Architecture for Industry 4.0