Sotabase

Career

· Machine Learning Engineering Manager, Dropbox2023–
· Staff ML Engineer Engineering Manager, Home Timeline, Twitter2017–2022
· Research Scientist, Twitter Ads, Twitter2015–2017
· Microsoft Research Intern, Microsoft2012–2012
· Doctor of Philosophy (Ph.D.), University of Washington2010–2015
· Yahoo Research Intern, Yahoo2009–2009
· M.S, University of Washington2008–2010
· B.Tech, Indian Institute of Technology, Bombay2004–2008

Publications (22)

Query-based data pricing
ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems · 2012
190
cited
ConfErr: A tool for assessing resilience to human configuration errors
Dependable Systems and Networks · 2008
111
cited
Toward practical query pricing with QueryMarket
ACM SIGMOD Conference · 2013
103
cited
Secure database-as-a-service with Cipherbase
ACM SIGMOD Conference · 2013
68
cited
Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems
ACM Conference on Recommender Systems · 2020
60
cited
A latency and fault-tolerance optimizer for online parallel query plans
ACM SIGMOD Conference · 2011
56
cited
QueryMarket Demonstration: Pricing for Online Data Markets
Proceedings of the VLDB Endowment · 2012
48
cited
How to Price Shared Optimizations in the Cloud
Proceedings of the VLDB Endowment · 2012
40
cited
Automatic Enforcement of Data Use Policies with DataLawyer
SIGMOD Conference · 2015
33
cited
Price-Optimal Querying with Data APIs
Proceedings of the VLDB Endowment · 2016
28
cited
A Discussion on Pricing Relational Data
In Search of Elegance in the Theory and Practice of Computation · 2013
25
cited
Stop That Query! The Need for Managing Data Use
Conference on Innovative Data Systems Research · 2013
6
cited
Engineering Security and Performance with Cipherbase
IEEE Data Engineering Bulletin · 2012
5
cited
The power of data use management in action
ACM SIGMOD Conference · 2013
4
cited
Affordable Analytics on Expensive Data
Data4U '14 · 2014
2
cited
An Ack Based Visible-Light Data Transmission Protocol
2010
1
cited
Engineering Performance and Security with Cipherbase
2012
1
cited
Managing Premium Data
2015
1
cited
Data Purchase Advisor: Cost-Effective Data Acquisition for Shared Data Analysis
2014
On an Abelian Equation
Sotabase
Prasang Upadhyaya | Researcher Profile | Sotabase | Sotabase