TY - GEN
T1 - Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch
AU - Zheng, Zhuoxun
AU - Zhou, Baifan
AU - Tan, Zhipeng
AU - Savkovic, Ognjen
AU - Rincon-Yanez, Diego
AU - Nikolov, Nikolay
AU - Roman, Dumitru
AU - Soylu, Ahmet
AU - Kharlamov, Evgeny
PY - 2023
Y1 - 2023
N2 - Industry 4.0 focuses on smart factories that rely on IoT technology for automation. This produces massive amounts of production data, increasing the demand for data-driven solutions and cloud technology. Yet, users of these solutions and cloud technology are often not cloud experts, such as domain experts and data scientists (Fig. 1.1). In a standard setting of a data science project, the team requires extensive assistance from cloud experts, whenever they want to deploy solutions or make small changes to their solutions deployed on the cloud. To facilitate the adoption of cloud systems careful planing to balance cost and benefits is required. Scaling data science solutions presents challenges of handling high data volume and enabling a broader users which are non-cloud experts to use cloud systems.
AB - Industry 4.0 focuses on smart factories that rely on IoT technology for automation. This produces massive amounts of production data, increasing the demand for data-driven solutions and cloud technology. Yet, users of these solutions and cloud technology are often not cloud experts, such as domain experts and data scientists (Fig. 1.1). In a standard setting of a data science project, the team requires extensive assistance from cloud experts, whenever they want to deploy solutions or make small changes to their solutions deployed on the cloud. To facilitate the adoption of cloud systems careful planing to balance cost and benefits is required. Scaling data science solutions presents challenges of handling high data volume and enabling a broader users which are non-cloud experts to use cloud systems.
UR - https://www.scopus.com/pages/publications/85184606384
M3 - Contribution to conference proceedings
AN - SCOPUS:85184606384
VL - 3632
T3 - CEUR Workshop Proceedings
BT - ISWC-Posters-Demos-Industry 2023 Posters, Demos, and Industry Tracks at ISWC 2023
A2 - Fundulaki, Irini
A2 - Kozaki, Kouji
A2 - Garijo, Daniel
A2 - Gomez-Perez, Jose Manuel
PB - CEUR Workshop Proceedings
T2 - 22nd International Semantic Web Conference on Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice, ISWC-Posters-Demos-Industry 2023
Y2 - 6 November 2023 through 10 November 2023
ER -