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Dongjoo Seo

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2020 – today

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2024
[c10]
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  - conf/glvlsi/ChenSMD24
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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: 700-705
[c9]
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  - conf/hotstorage/SeoJD24
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Dongjoo Seo, Yongsoo Joo, Nikil D. Dutt:
Improving Virtualized I/O Performance by Expanding the Polled I/O Path of Linux. HotStorage 2024
2023
[c8]
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  - conf/date/SperlingBSEDMLSHAMCHKMNRSYSDK23
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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: 1-6
[c7]
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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: 102-108
2022
[j4]
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  - journals/is/ShahhosseiniAAL22
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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: 101860 (2022)
[j3]
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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): 73:1-73:25 (2022)
[c6]
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  - conf/isqed/ShahhosseiniHSK22
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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: 1-6
[c5]
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  - conf/nas/SeoMCYDD22
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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: 1-4
[c4]
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  - conf/rtss/JiYKASDK22
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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: 291-304
[i4]
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  - journals/corr/abs-2202-10541
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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 abs/2202.10541 (2022)
[i3]
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  - journals/corr/abs-2202-11098
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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 abs/2202.11098 (2022)
[i2]
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  - journals/corr/abs-2210-04024
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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 abs/2210.04024 (2022)
2021
[j2]
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  - journals/tecs/MaityYSCLKDD21
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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): 74:1-74:22 (2021)
[c3]
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  - conf/aicas/ShahhosseiniKMN21
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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: 1-4
2020
[j1]
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  - journals/esl/JooSSL20
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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): 50-53 (2020)
[c2]
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  - conf/coins/SeoSMDLRD20
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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: 1-6

2010 – 2019

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2018
[i1]
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  - journals/corr/abs-1810-09957
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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 abs/1810.09957 (2018)
2013
[c1]
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  - conf/isscc/ShinSKKLSMKIKCBHJLCHSH13
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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: 154-155

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