SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage
Processing Architectures

SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage Processing Architectures

10 May 2022

Papers citing "SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage Processing Architectures"

11 / 11 papers shown

Title
Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles Reek Majumder G. Comert David Werth Adrian Gale M. Chowdhury M. Salek 70 0 0 03 Dec 2024
InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference Xiurui Pan Endian Li Qiao Li Shengwen Liang Yizhou Shan Ke Zhou Yingwei Luo Xiaolin Wang Jie Zhang 33 10 0 08 Sep 2024
MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing Nika Mansouri-Ghiasi Mohammad Sadrosadati Harun Mustafa Arvid Gollwitzer Can Firtina ... Joel Lindegger Meryem Banu Cavlak M. Alser Jisung Park Onur Mutlu 29 6 0 27 Jun 2024
Reducing Memory Contention and I/O Congestion for Disk-based GNN Training Qisheng Jiang Lei Jia Chundong Wang GNN 21 1 0 20 Jun 2024
PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models Yunjae Lee Hyeseong Kim Minsoo Rhu 29 3 0 11 Jun 2024
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System Hongsun Jang Jaeyong Song Jaewon Jung Jaeyoung Park Youngsok Kim Jinho Lee 21 11 0 11 Mar 2024
Distributed Graph Embedding with Information-Oriented Random Walks Peng Fang Arijit Khan Siqiang Luo Fang Wang Dan Feng Zhenli Li Wei Yin Yu Cao GNN 13 11 0 28 Mar 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 27 37 0 27 Feb 2023
A Comprehensive Survey on Graph Summarization with Graph Neural Networks Nasrin Shabani Jia Wu Amin Beheshti Quan.Z Sheng Jin Foo Venus Haghighi Ambreen Hanif Maryam Shahabikargar GNN AI4TS 32 5 0 13 Feb 2023
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks Ranggi Hwang M. Kang Jiwon Lee D. Kam Youngjoo Lee Minsoo Rhu GNN 9 20 0 01 Mar 2022
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing Liu Ke Udit Gupta Carole-Jean Wu B. Cho Mark Hempstead ... Dheevatsa Mudigere Maxim Naumov Martin D. Schatz M. Smelyanskiy Xiaodong Wang 36 212 0 30 Dec 2019