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This paper discusses the new trends of innovative database technology for advanced applications, under the background of the research and development activities of the database group of Northeastern University, China. The brief history of around 30 years is retrospected. The ongoing research issues on the key database techniques for emerging advanced applications are presented. Finally, the experiences and lessons are examined, and the future work is discussed.