Dongjoo Seo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Embedded Systems

Anomaly Detection

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Embed. Syst. Lett.

Publications

Ping-Xiang Chen, Dongjoo Seo, Biswadip Maity, Nikil D. Dutt
KDTree-SOM: Self-organizing Map based Anomaly Detection for Lightweight Autonomous Embedded Systems. ACM Great Lakes Symposium on VLSI (2024)
Dongjoo Seo, Yongsoo Joo, Nikil D. Dutt
Improving Virtualized I/O Performance by Expanding the Polled I/O Path of Linux. HotStorage (2024)
Dongjoo Seo, Ping-Xiang Chen, Huaicheng Li, Matias Bjørling, Nikil D. Dutt
Is Garbage Collection Overhead Gone? Case study of F2FS on ZNS SSDs. HotStorage (2023)
Nora Sperling, Alex Bendrick, Dominik Stöhrmann, Rolf Ernst, Bryan Donyanavard, Florian Maurer, Oliver Lenke, Anmol Surhonne, Andreas Herkersdorf, Walaa Amer, Caio Batista de Melo, Ping-Xiang Chen, Quang Anh Hoang, Rachid Karami, Biswadip Maity, Paul Nikolian, Mariam Rakka, Dongjoo Seo, Saehanseul Yi, Minjun Seo, Nikil D. Dutt, Fadi J. Kurdahi
Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems. DATE (2023)
Mingoo Ji, Saehanseul Yi, Changjin Koo, Sol Ahn, Dongjoo Seo, Nikil D. Dutt, Jong-Chan Kim
Demand Layering for Real-Time DNN Inference with Minimized Memory Usage. CoRR (2022)
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks. CoRR (2022)
Sina Shahhosseini, Arman Anzanpour, Iman Azimi, Sina Labbaf, Dongjoo Seo, Sung-Soo Lim, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani
Exploring computation offloading in IoT systems. Inf. Syst. 107 (2022)
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. CoRR (2022)
Sina Shahhosseini, Dongjoo Seo, Anil Kanduri, Tianyi Hu, Sung-Soo Lim, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Dongjoo Seo, Biswadip Maity, Ping-Xiang Chen, Dukyoung Yun, Bryan Donyanavard, Nikil D. Dutt
ProSwap: Period-aware Proactive Swapping to Maximize Embedded Application Performance. NAS (2022)
Sina Shahhosseini, Tianyi Hu, Dongjoo Seo, Anil Kanduri, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks. ISQED (2022)
Mingoo Ji, Saehanseul Yi, Changjin Koo, Sol Ahn, Dongjoo Seo, Nikil D. Dutt, Jong-Chan Kim
Demand Layering for Real-Time DNN Inference with Minimized Memory Usage. RTSS (2022)
Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Sina Shahhosseini, Anil Kanduri, Milad Asgari Mehrabadi, Emad Kasaeyan Naeini, Dongjoo Seo, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt
Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness. AICAS (2021)
Yongsoo Joo, Dongjoo Seo, Dongyun Shin, Sung-Soo Lim
Enlarging I/O Size for Faster Loading of Mobile Applications. IEEE Embed. Syst. Lett. 12 (2) (2020)
Dongjoo Seo, Sina Shahhosseini, Milad Asgari Mehrabadi, Bryan Donyanavard, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt
Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems. COINS (2020)
Hanjoo Kim, Minkyu Kim, Dongjoo Seo, Jinwoong Kim, Heungseok Park, Soeun Park, Hyunwoo Jo, KyungHyun Kim, Youngil Yang, Youngkwan Kim, Nako Sung, Jung-Woo Ha
NSML: Meet the MLaaS platform with a real-world case study. CoRR (2018)
Youngmin Shin, Ken Shin, Prashant Kenkare, Rajesh Kashyap, Hoi-Jin Lee, Dongjoo Seo, Brian Millar, Yohan Kwon, Ravi Iyengar, Min-Su Kim, Ahsan Chowdhury, Sung-il Bae, Inpyo Hong, Wookyeong Jeong, Aaron Lindner, Ukrae Cho, Keith Hawkins, Jae-Cheol Son, Seung Ho Hwang
28nm high- metal-gate heterogeneous quad-core CPUs for high-performance and energy-efficient mobile application processor. ISSCC (2013)