2 citations · 2 across the 7 of their papers we have counts for
3 papers · 1 filter
MailRail: Mitigating Incast Congestion with User-Space, Node-Based Flow Control
Noel Gomillion, Lance Fletcher, Trevor Steil +2
Irregular workloads, such as those stemming from Graph Neural Networks (GNNs) and Mixture-of-Experts (MoE) models, frequently induce severe incast congestion in large-scale paralle…
SOLANET: Distributed Neighbor Graph Construction on GPU-Accelerated Systems
Keita Iwabuchi, Trevor Steil, Benjamin W. Priest +3
Neighbor graphs capture relationships among data points and are widely used in data analytics and AI workloads. Many studies have explored approximate construction methods for sing…
TriPoll: Computing Surveys of Triangles in Massive-Scale Temporal Graphs with Metadata
Trevor Steil, Tahsin Reza, Keita Iwabuchi +3
Understanding the higher-order interactions within network data is a key objective of network science. Surveys of metadata triangles (or patterned 3-cycles in metadata-enriched gra…