30 citations · 109 across the 25 of their papers we have counts for
4 papers · 1 filter
Approximate Stream Analytics in Apache Flink and Apache Spark Streaming
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia +3
Approximate computing aims for efficient execution of workflows where an approximate output is sufficient instead of the exact output. The idea behind approximate computing is to c…
Infinite Mixture Model of Markov Chains
Jan Reubold, Thorsten Strufe, Ulf Brefeld
We propose a Bayesian nonparametric mixture model for prediction- and information extraction tasks with an efficient inference scheme. It models categorical-valued time series that…
PrettyCat: Adaptive guarantee-controlled software partitioning of security protocols
Alexander Senier, Martin Beck, Thorsten Strufe
One single error can result in a total compromise of all security in today's large, monolithic software. Partitioning of software can help simplify code-review and verification, wh…
Privacy Preserving Stream Analytics: The Marriage of Randomized Response and Approximate Computing
Do Le Quoc, Martin Beck, Pramod Bhatotia +3
How to preserve users' privacy while supporting high-utility analytics for low-latency stream processing? To answer this question: we describe the design, implementation, and evalu…