Dr Guoxin Su is a lecturer from the University of Wollongong (UOW). His main research areas are software engineering and data mining. He has published 20+ research papers in the top journals and conferences in these two areas, including Pattern Recognition, IEEE Transactions on Software Engineering, International Conference on Software Engineering, and European Software Engineering Conference and ACM SIGSOFT Symposium on Foundation of Software Engineering. His contribution to the probabilistic verification technique for software engineering is well-recognised by the Formal Methods community. He has led and participated in several competitive grants, including grants supported by NSFC of China and Singapore Ministry of Education.
Topic: Big Data: From Platforms to Analysis
Time : 11:30-13:30, May 12(Wednesday) & 11:30-13:30, May 14 (Friday) (BeijingTime)
Meeting Link: https://zoom.com.cn/j/8680521494?pwd=Y01Bc2RzMjVLUEhUUFBNbzZqRW9Kdz09
Meeting ID ：868 052 1494
Speaker: Dr. Guoxin Su
Host by: Dr.Yann Berquin
This two-lecture series includes two parts. The first part is a tutorial on fundamental big data techniques (i.e., MapReduce, stream processing and data mining) and platforms (i.e. Apache Hadoop, Apache Spark and Apache Kafka). I will explain and illustrate the underneath technology architectures and programming models as well as some hands-on programming skills. The second part presents my own research in this area briefly, including event stream analysis, time-series mining and probabilistic verification.