Dataframe Systems: Theory, Architecture, and Implementation
Dataframe Systems: Theory, Architecture, and
Implementation
Devin Petersohn
Electrical Engineering and Computer Sciences
University of California, Berkeley
Technical Report No. UCB/EECS-2021-193
August 13, 2021
Copyright ? 2021, by the author(s).
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Acknowledgement
This work would not have been possible without the support of
many people.
I would like first to thank Professor Anthony Joseph, Professor Aditya
Parameswaran, and Professor Fernando Perez who all helped me
contextualize my work and gave excellent feedback on how to improve this
work.
There were many collaborators who put a significant effort into the work
presented here. Joe Hellerstein, Joey Gonzalez, and Ion Stoica were all
instrumental in getting this work off the ground and contributing significant,
meaningful ideas and work around
dataframes.
Finally, I would like to thank my wife Madelyn and daughter Vivian. Their
support through the difficult parts of the PhD have been critical to my
success.
Dataframe Systems: Theory, Architecture, and Implementation
by
Devin Petersohn
A dissertation submitted in partial satisfaction of the
requirements for the degree of
Doctor of Philosophy
in
Computer Science
in the
Graduate Division
of the
University of California, Berkeley
Committee in charge:
Professor Anthony Joseph, Chair
Assistant Professor Aditya Parameswaran
Assistant Professor Fernando P¨¦rez
Summer 2021
Dataframe Systems: Theory, Architecture, and Implementation
Copyright 2021
by
Devin Petersohn
................
................
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