Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures

Miryeong Kwon; Donghyun Gouk; Sangwon Lee; Myoungsoo Jung

doi:10.1109/HCS55958.2022.9895623

Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures

Miryeong Kwon, Donghyun Gouk, Sangwon Lee, Myoungsoo Jung

School of Integrated Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2022 IEEE Hot Chips 34 Symposium, HCS 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665460286
DOIs	https://doi.org/10.1109/HCS55958.2022.9895623
Publication status	Published - 2022
Event	2022 IEEE Hot Chips 34 Symposium, HCS 2022 - Cupertino, United States Duration: 2022 Aug 21 → 2022 Aug 23

Publication series

Name	2022 IEEE Hot Chips 34 Symposium, HCS 2022

Conference

Conference	2022 IEEE Hot Chips 34 Symposium, HCS 2022
Country/Territory	United States
City	Cupertino
Period	22/8/21 → 22/8/23

All Science Journal Classification (ASJC) codes

Hardware and Architecture
Software
Electrical and Electronic Engineering

Access to Document

10.1109/HCS55958.2022.9895623

Cite this

@inproceedings{5773f99e8f17499d8acb6f911566f755,

title = "Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures",

author = "Miryeong Kwon and Donghyun Gouk and Sangwon Lee and Myoungsoo Jung",

year = "2022",

doi = "10.1109/HCS55958.2022.9895623",

language = "English",

series = "2022 IEEE Hot Chips 34 Symposium, HCS 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2022 IEEE Hot Chips 34 Symposium, HCS 2022",

address = "United States",

note = "2022 IEEE Hot Chips 34 Symposium, HCS 2022 ; Conference date: 21-08-2022 Through 23-08-2022",

}

Kwon, M, Gouk, D, Lee, S & Jung, M 2022, Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures. in 2022 IEEE Hot Chips 34 Symposium, HCS 2022. 2022 IEEE Hot Chips 34 Symposium, HCS 2022, Institute of Electrical and Electronics Engineers Inc., 2022 IEEE Hot Chips 34 Symposium, HCS 2022, Cupertino, United States, 22/8/21. https://doi.org/10.1109/HCS55958.2022.9895623

Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures. / Kwon, Miryeong; Gouk, Donghyun; Lee, Sangwon et al.

2022 IEEE Hot Chips 34 Symposium, HCS 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE Hot Chips 34 Symposium, HCS 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures

AU - Kwon, Miryeong

AU - Gouk, Donghyun

AU - Lee, Sangwon

AU - Jung, Myoungsoo

PY - 2022

Y1 - 2022

UR - http://www.scopus.com/inward/record.url?scp=85140978570&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85140978570&partnerID=8YFLogxK

U2 - 10.1109/HCS55958.2022.9895623

DO - 10.1109/HCS55958.2022.9895623

M3 - Conference contribution

AN - SCOPUS:85140978570

T3 - 2022 IEEE Hot Chips 34 Symposium, HCS 2022

BT - 2022 IEEE Hot Chips 34 Symposium, HCS 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE Hot Chips 34 Symposium, HCS 2022

Y2 - 21 August 2022 through 23 August 2022

ER -

Large-scale Graph Neural Network Services through Computational SSD and In-Storage Processing Architectures

Publication series

Conference

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Cite this