報告題目：Data Management of Big Sensory Data
報告時間：2018年10月17日下午3點30分
報告地點：機電樓A407
報 告 人：Zhipeng Cai, Associate Professor ,Georgia State University
The ubiquity of information-sensing devices has opened up a large source for Big Sensory Data (BSD), which spans RFID, Wireless Sensor Networks (WSNs), Internet of Things (IoT), Cyber Physical Systems (CPSs), etc. The amount of sensory data manifests an explosive growth due to the increasing popularity of Wireless Sensor Networks (WSNs). The scale of sensory data in many applications has already exceeded several petabytes annually, which is beyond the computation and transmission capabilities of conventional WSNs. In this presentation, the speaker will outline the characteristics and challenges on management of big sensory data. After that, the presentation will cover some recent efforts by the speaker and his students, which includes the following works, 1) Approximate data acquisition for physical world reconstruction; 2) kernel dataset extraction from big sensory data; and 3) integration model construction for multimodal sensory data.
Bio:
Speaker Biography
佐治亞州立大學副教授，IEEE 高級會員。是IEEE Transactions on Knowledge and Data Engineering (CCF A類期刊)、IEEE Transactions on Vehicular Technology、International Journal of Sensor Networks, IEEE Acces, Wireless Communications and Mobile Computing, IEEE Network Letter的編委，IEEE/ACM Transactions on Computational Biology and Bioinformatics 、Theoretical Computer Science 、Journal of Combinatorial Optimization 和Algorithmica 的特約編委，國際會議WASA (International Conference on Wireless Algorithms, Systems, and Applications，CCF C 類)指導委員會主席。國際會議IPCCC （ International Performance Computing and Communications Conference，CCF C類）指導委員會委員。國際會議ICDCS，COCOON，COCOA，BlockChain的程序委員會主席/副主席。他曾數次擔任IEEE INFOCOM, ACM Mobihoc, IEEE ICDCS 等國際學術會議程序委員會委員。蔡志鵬教授的主要研究方向是網絡數據安全和隱私保護，傳感大數據的管理。作為項目負責人承擔了6項研究項目，總金額達200 萬美元.他曾獲得美國國家科學基金NSF CAREER Award。蔡志鵬教授近共發表100篇學術期刊論文以及60篇學術會議論文。其中包括了近40篇IEEE/ACM Transactions、4篇IEEE Internet of Things、13 篇IEEE INFOCOM論文。
歡迎老師和同學參加！
計算機科學與技術學院
2018年10月16日
