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132
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PODS
2012
ACM
244views Database» more  PODS 2012»
13 years 6 months ago
A rigorous and customizable framework for privacy
In this paper we introduce a new and general privacy framework called Pufferfish. The Pufferfish framework can be used to create new privacy definitions that are customized t...
Daniel Kifer, Ashwin Machanavajjhala
115
Voted
PLDI
2012
ACM
13 years 6 months ago
Concurrent data representation synthesis
We describe an approach for synthesizing data representations for concurrent programs. Our compiler takes as input a program written using concurrent relations and synthesizes a r...
Peter Hawkins, Alex Aiken, Kathleen Fisher, Martin...
274
Voted
JMLR
2012
13 years 6 months ago
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
J. Zico Kolter, Tommi Jaakkola
137
Voted
ICDE
2012
IEEE
204views Database» more  ICDE 2012»
13 years 6 months ago
Towards Multi-tenant Performance SLOs
—As traditional and mission-critical relational database workloads migrate to the cloud in the form of Databaseas-a-Service (DaaS), there is an increasing motivation to provide p...
Willis Lang, Srinath Shankar, Jignesh M. Patel, Aj...
166
Voted
ICDE
2012
IEEE
224views Database» more  ICDE 2012»
13 years 6 months ago
Exploiting Common Subexpressions for Cloud Query Processing
—Many companies now routinely run massive data analysis jobs – expressed in some scripting language – on large clusters of low-end servers. Many analysis scripts are complex ...
Yasin N. Silva, Paul-Ake Larson, Jingren Zhou