2 citations · 3 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
Metall: A Persistent Memory Allocator For Data-Centric Analytics
Keita Iwabuchi, Karim Youssef, Kaushik Velusamy +2
Data analytics applications transform raw input data into analytics-specific data structures before performing analytics. Unfortunately, such data ingestion step is often more expe…
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…
UMap: Enabling Application-driven Optimizations for Page Management
Ivy B. Peng, Marty McFadden, Eric Green +5
Leadership supercomputers feature a diversity of storage, from node-local persistent memory and NVMe SSDs to network-interconnected flash memory and HDD. Memory mapping files on di…