Devin Petersohn

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 7

Top Topics

Frequent Sequences

Answering Queries

Sequential Pattern Mining

Top Venues

Proc. VLDB Endow.

Int. J. Data Min. Bioinform.

Publications

Devin Petersohn, Dixin Tang, Rehan Sohail Durrani, Areg Melik-Adamyan, Joseph Gonzalez, Anthony D. Joseph, Aditya G. Parameswaran
Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System. Proc. VLDB Endow. 15 (3) (2021)
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. IEEE Data Eng. Bull. 44 (1) (2021)
Devin Petersohn
Scaling Data Science does not mean Scaling Machines. CIDR (2021)
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. CoRR (2021)
Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Towards Scalable Dataframe Systems. Proc. VLDB Endow. 13 (11) (2020)
Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Towards Scalable Dataframe Systems. CoRR (2020)
Hongfei Cao, Michael Phinney, Devin Petersohn, Benjamin Merideth, Chi-Ren Shyu
Mining large-scale repetitive sequences in a MapReduce setting. Int. J. Data Min. Bioinform. 14 (3) (2016)
Devin Petersohn, Matthew Spencer, Alex Fratila, Chi-Ren Shyu
Large scale multi-species palindrome study using distributed in-memory computing. BIBM (2015)
Hongfei Cao, Michael Phinney, Devin Petersohn, Benjamin Merideth, Chi-Ren Shyu
MRSMRS: Mining repetitive sequences in a MapReduce setting. BIBM (2014)