Paperscope: Chronicling the History of Computer Architecture Research
نویسندگان
چکیده
Computer architecture, like many other well established research fields, has witnessed periodic trends in research interests. Certain research topics transcend the test of time, while others enjoy surges in popularity followed by a period of decline and interest. However, there is little actual data that corroborates or rebukes these patterns of popularity within our community. To substantiate these observations, we use latent Dirichlet allocation (LDA) to build a topic model over all publications from three top tier computer architecture conferences up until 2015. Our results show that LDA provides an excellent method for chronicling the trajectory of the computer architecture research community, and accurately quantifies historical trends and patterns in computer architecture research.
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تاریخ انتشار 2016