SHE: A Generic Framework for Data Stream Mining over Sliding Windows

Author:

Wu Yuhan1,Fan Zhuochen2,Shi Qilong2,Zhang Yixin2,Yang Tong1,Chen Cheng2,Zhong Zheng2,Li Junnan3,Shtul Ariel4,Tu Yaofeng5

Affiliation:

1. School of Computer Science, and National Engineering Laboratory for Big Data Analysis Technology and Application, Peking University, China and PCL Research Center of Networks and Communications, Peng Cheng Laboratory, China

2. School of Computer Science, and National Engineering Laboratory for Big Data Analysis Technology and Application, Peking University, China

3. National University of Defense Technology, China

4. Redis Labs, Israel

5. ZTE Corporation, China

Funder

National Natural Science Foundation of China (NSFC)

Key-Area Research and Development Program of Guangdong Province

Publisher

ACM

Reference37 articles.

1. [n. d.]. The source codes of our and other related algorithms. https://github.com/Sliding-Hardware-Estimator/SlidingHardwareEstimator. ([n. d.]). [n. d.]. The source codes of our and other related algorithms. https://github.com/Sliding-Hardware-Estimator/SlidingHardwareEstimator. ([n. d.]).

2. 2004. Frequent itemset mining dataset repository. http://fimi.ua.ac.be/data. (2004). 2004. Frequent itemset mining dataset repository. http://fimi.ua.ac.be/data. (2004).

3. 2008. Bob Jenkins ’ hash function web page, paper published in Dr Dobb’s journal. ( 2008 ). http://burtleburtle.net/bob/hash/doobs.html. 2008. Bob Jenkins’ hash function web page, paper published in Dr Dobb’s journal. (2008). http://burtleburtle.net/bob/hash/doobs.html.

4. 2020. The CAIDA Anonymized Internet Traces. (2020). http://www.caida.org/ data/overview/. 2020. The CAIDA Anonymized Internet Traces. (2020). http://www.caida.org/ data/overview/.

5. 2020. Virtex 7 series FPGA white paper. https://www.xilinx.com/products/silicon-devices/fpga/virtex-7.html. (2020). 2020. Virtex 7 series FPGA white paper. https://www.xilinx.com/products/silicon-devices/fpga/virtex-7.html. (2020).

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