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GNN

2025

RingSampler: GNN Sampling on Large-Scale Graphs with io_uring (HotStorage 2025)

May 1, 2025·82 words·1 min

GNN Training with Graph Summarization (MLSys 2025 Poster)

May 1, 2025·155 words·1 min

2024

SmartSSD GNN Sampling – Code Repository Overview

July 1, 2024·89 words·1 min

In Situ Neighborhood Sampling for Large-Scale GNN Training (DaMoN '24)

June 1, 2024·193 words·1 min

Accelerating Large-Scale GNN Training with Programmable SSDs

May 30, 2024·272 words·2 mins

Design of Streaming Sampler

February 14, 2024·1399 words·7 mins

Design of Random Read Sampler

February 14, 2024·1031 words·5 mins

SmartSSD Installation Guide

February 12, 2024·1639 words·8 mins

2023

Introduction to SmartSSD

November 30, 2023·98 words·1 min