IoT Data Management System for Rapid Development of Machine Learning Models
2019 IEEE International Conference on Cognitive Computing (ICCC)(2019)
摘要
Capturing and managing the data needed to build effective machine learning models for custom IoT environments requires a great deal of effort. The amount of data generated from IoT devices is abundant, but tools to find datasets appropriate for the desired models are lacking. This paper presents a data capture system and data management catalog with solutions addressing the challenges of curating IoT data applied to purpose-built machine learning deployments.
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关键词
Machine Learning, Internet of Things, Data Management
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