296 citations · 341 across the 8 of their papers we have counts for
8 papers
Timestamp tokens: a better coordination primitive for data-processing systems
Andrea Lattuada, Frank McSherry
Distributed data processing systems have advanced through models that expose more and more opportunities for concurrency within a computation. The scheduling of these increasingly…
DBSP: Automatic Incremental View Maintenance for Rich Query Languages
Mihai Budiu, Frank McSherry, Leonid Ryzhyk +1
Incremental view maintenance has been for a long time a central problem in database theory. Many solutions have been proposed for restricted classes of database languages, such as…
Shared Arrangements: practical inter-query sharing for streaming dataflows
Frank McSherry, Andrea Lattuada, Malte Schwarzkopf +1
Current systems for data-parallel, incremental processing and view maintenance over high-rate streams isolate the execution of independent queries. This creates unwanted redundancy…
Megaphone: Latency-conscious state migration for distributed streaming dataflows
Moritz Hoffmann, Andrea Lattuada, Frank McSherry +3
We design and implement Megaphone, a data migration mechanism for stateful distributed dataflow engines with latency objectives. When compared to existing migration mechanisms, Meg…
On Privacy-Preserving Histograms
Shuchi Chawla, Cynthia Dwork, Frank McSherry +1
We advance the approach initiated by Chawla et al. for sanitizing (census) data so as to preserve the privacy of respondents while simultaneously extracting "useful" statistical in…
Calibrating Data to Sensitivity in Private Data Analysis
Davide Proserpio, Sharon Goldberg, Frank McSherry
We present an approach to differentially private computation in which one does not scale up the magnitude of noise for challenging queries, but rather scales down the contributions…