research
∙
05/28/2022
Towards Distributed 2-Approximation Steiner Minimal Trees in Billion-edge Graphs
Given an edge-weighted graph and a set of known seed vertices, a network...
share
research
∙
07/26/2021
TriPoll: Computing Surveys of Triangles in Massive-Scale Temporal Graphs with Metadata
Understanding the higher-order interactions within network data is a key...
research
∙
07/24/2020
Scaling Graph Clustering with Distributed Sketches
The unsupervised learning of community structure, in particular the part...
research
∙
03/04/2020
Stability Analysis of Inline ZFP Compression for Floating-Point Data in Iterative Methods
Currently, the dominating constraint in many high performance computing ...
research
∙
12/18/2019
Scalable Pattern Matching in Metadata Graphs via Constraint Checking
Pattern matching is a fundamental tool for answering complex graph queri...
research
∙
12/12/2019
Mixed-Precision analysis of Householder QR Algorithms
Although mixed precision arithmetic has recently garnered interest for t...
research
∙
03/24/2018