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Alécio Pedro Delazari Binotto
Researcher at IBM
Publications - 51
Citations - 627
Alécio Pedro Delazari Binotto is an academic researcher from IBM. The author has contributed to research in topics: Cloud computing & Scheduling (computing). The author has an hindex of 12, co-authored 47 publications receiving 402 citations. Previous affiliations of Alécio Pedro Delazari Binotto include University of Rio Grande & Universidade Federal do Rio Grande do Sul.
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Journal ArticleDOI
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges
Jovani Dalzochio,Rafael Kunst,Edison Pignaton,Alécio Pedro Delazari Binotto,Srijnan Sanyal,Jose R. Favilla,Jorge Luis Victória Barbosa +6 more
TL;DR: It is pointed out that predictive maintenance is a hot topic in the context of Industry 4.0 but with several challenges to be better investigated in the area of machine learning and the application of reasoning.
Posted Content
A Case Study for Grain Quality Assurance Tracking based on a Blockchain Business Network
TL;DR: Preliminary results support a potential demand for a Blockchain-based certification that would lead to an added valuation of around 15% for GM-free soy in the scope of a Grain Exporter Business Network in Brazil.
Journal ArticleDOI
A Cloud-based Architecture for the Internet of Things targeting Industrial Devices Remote Monitoring and Control
Ademir Ferreira Da Silva,Ricardo Luis Ohta,Marcelo Nery dos Santos,Alécio Pedro Delazari Binotto +3 more
TL;DR: This work proposes a Cloud-based architecture for Internet of Things (IoT) applications to improve the deployment of smart industrial systems based on remote monitoring and control and demonstrates the proposed architecture on an automated electric induction motor use case.
Journal ArticleDOI
Using meta-heuristics and machine learning for software optimization of parallel computing systems : a systematic literature review
TL;DR: While modern parallel computing systems offer high performance, utilizing these powerful computing resources to the highest possible extent demands advanced knowledge of various hardware architectu... as discussed by the authors, which requires advanced knowledge from various hardware architectures.
Journal ArticleDOI
Combining aspects and object-orientation in model-driven engineering for distributed industrial mechatronics systems
Marco Aurélio Wehrmeister,Edison Pignaton de Freitas,Alécio Pedro Delazari Binotto,Carlos Eduardo Pereira +3 more
TL;DR: An aspect-oriented MDE approach is presented by means of a real-world case study, comprising requirements engineering up to code generation, and results show the suitability of each paradigm for the system specification in terms of reusability quality of model elements.