Devin Petersohn

According to our database, Devin Petersohn authored at least 8 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Dataframe Systems: Theory, Architecture, and Implementation

Devin Petersohn

PhD thesis, 2021

Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System.

Devin Petersohn, Dixin Tang, Rehan Sohail Durrani, Areg Melik-Adamyan, Joseph Gonzalez, Anthony D. Joseph, Aditya G. Parameswaran

Proc. VLDB Endow., 2021

Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time.

Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran

IEEE Data Eng. Bull., 2021

Scaling Data Science does not mean Scaling Machines.

Devin Petersohn

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Towards Scalable Dataframe Systems.

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

Proc. VLDB Endow., 2020

2016

Mining large-scale repetitive sequences in a MapReduce setting.

Hongfei Cao, Michael Phinney, Devin Petersohn, Benjamin Merideth, Chi-Ren Shyu

Int. J. Data Min. Bioinform., 2016

2015

Large scale multi-species palindrome study using distributed in-memory computing.

Devin Petersohn, Matthew Spencer, Alex Fratila, Chi-Ren Shyu

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

MRSMRS: Mining repetitive sequences in a MapReduce setting.

Hongfei Cao, Michael Phinney, Devin Petersohn, Benjamin Merideth, Chi-Ren Shyu

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014