Probabilistic data structures is a common name of data structures based on different hashing techniques. Unlike regular (or deterministic) data structures, they ...

Abstract: The slowdown of CMOS technology scaling has placed architectures and algorithms on focus ... are approximate computing (AC) and probabilistic data structures (PDSs) that employ the tolerance ...

The student is also exposed to the notion of a faster algorithm and asymptotic complexity through the O, big-Omega and big-Theta ... Finally, we will study the priority queue data structure and ...

presenting a talk about Unleashing the Power of Probabilistic Data Structures: Optimizing Storage and Performance for Big Data, Sudarshan Pakrashi, Director of Data Engineering at Zeotap spoke about ...

In this project, Li and her team develop novel probabilistic graph models with latent structures and optimization methods for clustering big data. Applications to bioinformatics ... interpretable ...

Abstract: The slowdown of CMOS technology scaling has placed architectures and algorithms on focus ... are approximate computing (AC) and probabilistic data structures (PDSs) that employ the tolerance ...