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Opportunities and Challenges of Leveraging Big Data in High-Tech Systems
时间:2017-12-26 09:43    点击:   所属单位:通信工程学院
讲座名称 Opportunities and Challenges of Leveraging Big Data in High-Tech Systems
讲座时间 2017-12-27 14:00:00
讲座地点 北校区新科技楼1012会议室
讲座人 Dr. Yonghui. Li
讲座人介绍

Dr. Yonghui Li is currently a research fellow with Embedded Systems Innovation (ESI) of TNO. He received the PhD degree in Electrical Engineering from Eindhoven University of Technology in the Netherlands in 2016, and the Master and Bachelor degrees from Xidian University in 2012 and 2009, respectively. He won a best paper award from ESTIMedia’ 15.

ESI is a research group of TNO and focuses on design and engineering of high-tech embedded systems. ESI has great impact on the world leading high-tech systems companies in the Netherlands.

讲座内容 Big data brings great opportunities to high-tech systems, which are becoming increasingly autonomous, connected and continuously evolutionary. However, big data might be also big garbage because of the noise, incompleteness, unstructured data format and inconsistency. Moreover, the domain knowledge plays a critical role in reasoning and interpreting data insights. Unfortunately, it is a big gap between the data and domain knowledge. Therefore, it is very challenging for high-tech systems companies to benefit from the huge amount of data generated from their machines.
This talk will focus on three topics below based on research projects collaborated with world-leading high-tech companies in the Netherlands:
1.The opportunities and challenges of applying data science in high-tech industry, such as why data is important and what data can offer.
2.How to benefit from data, where a methodology of integrating data and domain knowledge will be introduced.
3.Research topics that are critical for applying data science in high-tech industry.
This talk will use a LIVE DEMO to show how these challenges are addressed in the case of supporting system diagnostics.
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