Sotabase

Career

· Member, US Technical Advisory Group: Privacy by Design2018–
· Chief Scientist And Co-Founder, WireWheel.io2017–
· Consultant, Lumiata2014–2016
· Visiting Scientist, MIT CSAIL2013–2014
· Professor, University of Maryland2005–
· Senior Researcher, Intel Research Labs2004–2004
· Intern, IBM Almaden2002–2003
· Intern, Intel Research Labs at Pittsburgh2002–2002
· Intern, Bell Labs, Lucent Technologies2000–2000
· PhD, Computer Science, University of California, Berkeley1998–2004
· B.Tech., Computer Science and Engineering, Indian Institute of Technology, Bombay1994–1998

Publications (232)

Model-Driven Data Acquisition in Sensor Networks
Very Large Data Bases Conference · 2004
1,252
cited
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World
Conference on Innovative Data Systems Research · 2003
1,202
cited
TelegraphCQ: continuous dataflow processing
ACM SIGMOD Conference · 2003
789
cited
Approximate Data Collection in Sensor Networks using Probabilistic Models
IEEE International Conference on Data Engineering · 2006
537
cited
Representing and Querying Correlated Tuples in Probabilistic Databases
IEEE International Conference on Data Engineering · 2007
273
cited
MauveDB: supporting model-based user views in database systems
SIGMOD Conference · 2006
242
cited
Data Management in the Worldwide Sensor Web
IEEE pervasive computing · 2007
221
cited
A unified approach to ranking in probabilistic databases
The VLDB journal · 2009
198
cited
DataHub: Collaborative Data Science & Dataset Version Management at Scale
Conference on Innovative Data Systems Research · 2014
187
cited
Efficient snapshot retrieval over historical graph data
IEEE International Conference on Data Engineering · 2012
178
cited
Online Filtering, Smoothing and Probabilistic Modeling of Streaming data
IEEE International Conference on Data Engineering · 2008
170
cited
Independence is good: dependency-based histogram synopses for high-dimensional data
ACM SIGMOD Conference · 2001
166
cited
Using state modules for adaptive query processing
Proceedings / International Conference on Data Engineering · 2003
159
cited
Cache-and-query for wide area sensor databases
ACM SIGMOD Conference · 2003
151
cited
SWORD: scalable workload-aware data placement for transactional workloads
International Conference on Extending Database Technology · 2013
149
cited
Towards Unified Data and Lifecycle Management for Deep Learning
IEEE International Conference on Data Engineering · 2016
146
cited
Exploiting correlated attributes in acquisitional query processing
IEEE International Conference on Data Engineering · 2005
142
cited
Model-based approximate querying in sensor networks
The VLDB journal · 2005
141
cited
PrDB: managing and exploiting rich correlations in probabilistic databases
The VLDB journal · 2009
124
cited
Managing large dynamic graphs efficiently
SIGMOD Conference · 2012
123
cited
Sotabase
Amol Deshpande | Researcher Profile | Sotabase | Sotabase