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Journal Articles
- 2024
[j23]Hoonyong Lee
, Changbum Ryan Ahn, Nakjung Choi:
Toward Single Occupant Activity Recognition for Long-Term Periods via Channel State Information. IEEE Internet Things J. 11(2): 2796-2807 (2024)- [j22]Xueyu Hou, Yongjie Guan, Nakjung Choi, Tao Han:
BPS: Batching, Pipelining, Surgeon of Continuous Deep Inference on Collaborative Edge Intelligence. IEEE Trans. Cloud Comput. 12(3): 830-843 (2024) - 2023
- [j21]Qiang Liu, Nakjung Choi, Tao Han:
Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions. IEEE Netw. 37(2): 222-228 (2023) - [j20]Ruofeng Liu, Nakjung Choi:
A First Look at Wi-Fi 6 in Action: Throughput, Latency, Energy Efficiency, and Security. Proc. ACM Meas. Anal. Comput. Syst. 7(1): 25:1-25:25 (2023) - 2020
- [j19]Hoonyong Lee, Changbum R. Ahn, Nakjung Choi:
Fine-grained occupant activity monitoring with Wi-Fi channel state information: Practical implementation of multiple receiver settings. Adv. Eng. Informatics 46: 101147 (2020) - [j18]Daewoo Kim, Hyojung Lee, HyungSeok Song, Nakjung Choi, Yung Yi:
Economics of Fog Computing: Interplay Among Infrastructure and Service Providers, Users, and Edge Resource Owners. IEEE Trans. Mob. Comput. 19(11): 2609-2622 (2020) - 2019
- [j17]Marina Thottan, Catello Di Martino, Young-Jin Kim, Gary W. Atkinson, Nakjung Choi, Nishok Mohanasamy, Lalita Jagadeesan, Veena B. Mendiratta, Jesse E. Simsarian, Bartek Kozicki:
The network OS: Carrier-grade SDN control of multi-domain, multi-layer networks. Bell Labs Tech. J. 24: 1-26 (2019) - [j16]Hoonyong Lee, Changbum R. Ahn, Nakjung Choi, Toseung Kim, Hyunsoo Lee:
The Effects of Housing Environments on the Performance of Activity-Recognition Systems Using Wi-Fi Channel State Information: An Exploratory Study. Sensors 19(5): 983 (2019) - 2018
- [j15]Jesse E. Simsarian, Young-Jin Kim, Nakjung Choi, Catello Di Martino, Nishok Narasimha Mohanasamy, Peter J. Winzer, Marina Thottan:
Error Awareness in a Multi-Layer Transport Network Operating System. JOCN 10(3): 152-161 (2018) - 2017
- [j14]Nakjung Choi, Daewoo Kim, Sung-Ju Lee, Yung Yi:
A Fog Operating System for User-Oriented IoT Services: Challenges and Research Directions. IEEE Commun. Mag. 55(8): 44-51 (2017) - 2016
- [j13]Sangheon Pack, Seongman Min, Taewon Song, Wonjung Kim, Nakjung Choi, Hyunhee Park:
RA-PSM: a rate-aware power saving mechanism in multi-rate wireless LANs. Wirel. Networks 22(6): 1767-1777 (2016) - 2014
- [j12]Jaehyun Hwang, Joon Yoo, Nakjung Choi:
Deadline and Incast Aware TCP for cloud data center networks. Comput. Networks 68: 20-34 (2014) - [j11]Jinyoung Han, Nakjung Choi, Taejoong Chung, Ted Taekyoung Kwon, Yanghee Choi:
A target-centric surveillance system based on localization and social networking. Multim. Tools Appl. 73(1): 241-265 (2014) - [j10]Hitoshi Asaeda, Ruidong Li, Nakjung Choi:
Container-based unified testbed for information-centric networking. IEEE Netw. 28(6): 60-66 (2014) - [j9]Jaehyun Hwang, Junghwan Lee, Nakjung Choi, Chuck Yoo:
HAVS: hybrid adaptive video streaming for mobile devices. IEEE Trans. Consumer Electron. 60(2): 210-216 (2014) - 2013
- [j8]Nakjung Choi, Yongho Seok, Taekyoung Kwon:
Exploiting Multi-User Diversity for Uplink Throughput in IEEE 802.11 WLANs. IEEE Commun. Lett. 17(9): 1710-1713 (2013) - [j7]Junghwan Lee, Jaehyun Hwang, Nakjung Choi, Chuck Yoo:
SVC-based Adaptive Video Streaming over Content-Centric Networking. KSII Trans. Internet Inf. Syst. 7(10): 2430-2447 (2013) - 2012
- [j6]Dukhyun Chang, Kideok Cho, Nakjung Choi, Ted Taekyoung Kwon, Yanghee Choi:
A probabilistic and opportunistic flooding algorithm in wireless sensor networks. Comput. Commun. 35(4): 500-506 (2012) - [j5]Sung-Hwan Jung, Nakjung Choi, Taekyoung Kwon:
An iterative analysis of single-hop B-MAC networks under Poisson traffic. J. Commun. Networks 14(1): 40-50 (2012) - 2011
- [j4]Kihun Kim, Younghyun Kim, Sangheon Pack, Nakjung Choi:
An SNR-based admission control scheme in WiFi-based vehicular networks. EURASIP J. Wirel. Commun. Netw. 2011: 204 (2011) - [j3]Nakjung Choi, Yongho Seok, Taekyoung Kwon, Yanghee Choi:
Multicasting multimedia streams in IEEE 802.11 networks: a focus on reliability and rate adaptation. Wirel. Networks 17(1): 119-131 (2011) - 2007
- [j2]Nakjung Choi, Jiho Ryu, Eun Kyoung Paik, Taekyoung Kwon, Yanghee Choi:
A Transparent Failover Mechanism for a Mobile Network with Multiple Mobile Routers. IEEE Commun. Lett. 11(7): 604-606 (2007) - 2006
- [j1]Jiho Ryu, Yongho Seok, Nakjung Choi, Taekyoung Kwon, Yanghee Choi:
S-EDCA: EDCA based on SuperSlot and Pseudo Collision. ACM SIGMOBILE Mob. Comput. Commun. Rev. 10(4): 15-16 (2006)
Conference and Workshop Papers
- 2024
- [c63]Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji:
Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem. AAAI 2024: 20293-20300 - [c62]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Ramanujan K. Sheshadri, Nakjung Choi:
INTEGRan: Towards Vertical and Horizontal Integration for Programmable RAN Performance Optimization. INFOCOM (Workshops) 2024: 1-6 - [c61]Van-Quan Pham, Ahan Kak, Huu-Trung Thieu, Nakjung Choi:
ORCA: Cloud-native Orchestration and Automation of E2E Cellular Network Functions and Slices. INFOCOM (Workshops) 2024: 1-2 - [c60]Yuru Zhang, Ming Zhao, Qiang Liu, Nakjung Choi:
Learn to Augment Network Simulators Towards Digital Network Twins. INFOCOM (Workshops) 2024: 1-6 - [c59]Huy Quang Tran, Javier Errea, Huu-Trung Thieu, Quan Pham-Van, Nakjung Choi, Dominique Verchère, Adlen Ksentini, Djamal Zeghlache:
Demonstration of a Compositional Learning Framework for Open and Disaggregated Optical Network Control. OFC 2024: 1-3 - 2023
- [c58]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi:
RANSight: Programmable Telemetry for Next-Generation Open Radio Access Networks. GLOBECOM 2023: 5391-5396 - [c57]Yuru Zhang, Yongjie Xue, Qiang Liu, Nakjung Choi, Tao Han:
RoNet: Toward Robust Neural Assisted Mobile Network Configuration. ICC 2023: 3878-3883 - [c56]Huu-Trung Thieu, Van-Quan Pham, Ahan Kak, Nakjung Choi:
Demystifying the Near-real Time RIC: Architecture, Operations, and Benchmarking Insights. INFOCOM Workshops 2023: 1-8 - [c55]Cuidi Wei, Ahan Kak, Nakjung Choi, Timothy Wood:
Towards a Scalable 5G RAN Central Unit. INFOCOM Workshops 2023: 1-2 - [c54]Yuru Zhang, Yongjie Xue, Qiang Liu, Nakjung Choi:
Poster: Digital Network Twin via Learning-Based Simulator. INFOCOM Workshops 2023: 1-2 - [c53]Ahan Kak, Huu-Trung Thieu, Van-Quan Pham, Ramanujan K. Sheshadri, Nakjung Choi, Yongjie Guan, M. Yin, Tao Han:
AweRAN: Making a Case for Application-aware Radio Access Network Slicing. WiNTECH 2023: 41-48 - [c52]Chang Liu, Gopalasingham Aravinthan, Ahan Kak, Nakjung Choi:
TinyRIC: Supercharging O-RAN Base Stations with Real-time Control. MobiCom 2023: 136:1-136:3 - [c51]Jingdi Chen, Tian Lan, Nakjung Choi:
Distributional-Utility Actor-Critic for Network Slice Performance Guarantee. MobiHoc 2023: 161-170 - [c50]Ruofeng Liu, Nakjung Choi:
A First Look at Wi-Fi 6 in Action: Throughput, Latency, Energy Efficiency, and Security. SIGMETRICS (Abstracts) 2023: 103-104 - [c49]Van-Quan Pham, Huu-Trung Thieu, Ahan Kak, Nakjung Choi:
HexRIC: Building a Better near-Real Time Network Controller for the Open RAN Ecosystem. HotMobile 2023: 15-21 - 2022
- [c48]Qiang Liu, Nakjung Choi, Tao Han:
Atlas: automate online service configuration in network slicing. CoNEXT 2022: 140-155 - [c47]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi:
ProSLICE: An Open RAN-based approach to Programmable RAN Slicing. GLOBECOM 2022: 197-202 - [c46]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi:
Poster: Multi-RAT Network Slicing in the Open RAN Era. ICNP 2022: 1-2 - [c45]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi:
Demo: A Disaggregated O-RAN Platform for Network Slice Deployment and Assurance. INFOCOM Workshops 2022: 1-2 - [c44]Cuidi Wei, Ahan Kak, Nakjung Choi, Timothy Wood:
5GPerf: profiling open source 5G RAN components under different architectural deployments. 5G-MeMZ@SIGCOMM 2022: 43-49 - 2021
- [c43]Qiang Liu, Nakjung Choi, Tao Han:
OnSlicing: online end-to-end network slicing with reinforcement learning. CoNEXT 2021: 141-153 - [c42]Qiang Liu, Nakjung Choi, Tao Han:
Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks. ICNP 2021: 1-11 - [c41]Hao Jiang, Nakjung Choi, Marina Thottan, Jacobus E. van der Merwe:
FestNet: A Flexible and Efficient Sliced Transport Network. NetSoft 2021: 97-105 - [c40]Zhen Ni, Cuidi Wei, Timothy Wood, Nakjung Choi:
A SmartNIC-based Load Balancing and Auto Scaling Framework for Middlebox Edge Server. NFV-SDN 2021: 21-27 - 2020
- [c39]Qiaofeng Qin, Nakjung Choi, Muntasir Raihan Rahman, Marina Thottan, Leandros Tassiulas:
Network Slicing in Heterogeneous Software-defined RANs. INFOCOM 2020: 2371-2380 - [c38]Michael Iannelli, Muntasir Raihan Rahman, Nakjung Choi, Le Wang:
Applying Machine Learning to End-to-end Slice SLA Decomposition. NetSoft 2020: 92-99 - [c37]Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi:
The Impacts of CSI Temporal Variations on CSI-based Occupancy Monitoring Systems: An Exploratory Study. BuildSys@SenSys 2020: 278-281 - 2019
- [c36]Yimeng Wang, Yongbo Li, Tian Lan, Nakjung Choi:
A Reinforcement Learning Approach for Online Service Tree Placement in Edge Computing. ICNP 2019: 1-6 - [c35]Nakjung Choi, Lalita Jagadeesan, Young Jin, Nishok Narasimha Mohanasamy, Muntasir Raihan Rahman, Krishan K. Sabnani, Marina Thottan:
Run-time Performance Monitoring, Verification, and Healing of End-to-End Services. NetSoft 2019: 30-35 - [c34]Haochen Pan, Yingjian Wu, Lewis Tseng, Muntasir Raihan Rahman, Nakjung Choi:
A First Step Towards Production-Ready Network Function Storage: Benchmarking with NFSB. Sarnoff Symposium 2019: 1-3 - [c33]Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi:
Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM Model. DFHS@BuildSys 2019: 18-21 - [c32]Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi:
Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM Model. BuildSys@SenSys 2019: 389-390 - 2018
- [c31]Daewoo Kim, Hyojung Lee, HyungSeok Song, Nakjung Choi, Yung Yi:
On the Economics of Fog Computing: Inter-Play among Infrastructure and Service Providers, Users, and Edge Resource Owners. ICC 2018: 1-6 - [c30]Young-Jin Kim, Jesse E. Simsarian, Nakjung Choi, Nishok Narasimha Mohanasamy, Marina Thottan:
Cross-layer Aware Packet-Optical Link Management in Software-Defined Network Operating System. OFC 2018: 1-3 - 2017
- [c29]Binh Nguyen, Nakjung Choi, Marina Thottan, Jacobus E. van der Merwe:
SIMECA: SDN-based IoT Mobile Edge Cloud Architecture. IM 2017: 503-509 - 2016
- [c28]Jesse E. Simsarian, Nakjung Choi, Young-Jin Kim, Steve Fortune, Marina Thottan:
NetGraph data model applied to multilayer carrier networks. OFC 2016: 1-3 - 2015
- [c27]Jaime Llorca, Claudio Sterle, Antonia M. Tulino, Nakjung Choi, Antonio Sforza, Annunziata Esposito Amideo:
Joint content-resource allocation in software defined virtual CDNs. ICC Workshops 2015: 1839-1844 - 2014
- [c26]Hoon-gyu Choi, Jungmin Yoo, Taejoong Chung, Nakjung Choi, Taekyoung Kwon, Yanghee Choi:
CoRC: coordinated routing and caching for named data networking. ANCS 2014: 161-172 - [c25]Nakjung Choi, Jeongran Lee, Jaehyun Hwang:
Scalable and energy efficient WiFi management. ICCE 2014: 248-249 - [c24]Jaehyun Hwang, Nakjung Choi, Junghwan Lee, Chuck Yoo:
SVC-based hybrid video streaming in mobile CE devices. ICCE 2014: 400-401 - [c23]Dukhyun Chang, Myungchul Kwak, Nakjung Choi, Ted Taekyoung Kwon, Yanghee Choi:
C-flow: An efficient content delivery framework with OpenFlow. ICOIN 2014: 270-275 - [c22]Nakjung Choi, Jeongran Lee, Gwangsu Kim:
A statistical approach to smooth video quality adaptation in IEEE 802.11 wireless LANs. ICTC 2014: 530-531 - 2013
- [c21]Jaime Llorca, Antonia M. Tulino, Kyle Guan, Jairo O. Esteban, Matteo Varvello, Nakjung Choi, Daniel C. Kilper:
Dynamic in-network caching for energy efficient content delivery. INFOCOM 2013: 245-249 - [c20]Taejoong Chung, Jinyoung Han, Hojin Lee, Ted Taekyoung Kwon, Yanghee Choi, Nakjung Choi:
Spatial and Temporal Locality of Swarm Dynamics in BitTorrent. PAM 2013: 264-266 - 2012
- [c19]Jaehyun Hwang, Joon Yoo, Nakjung Choi:
IA-TCP: A rate based incast-avoidance algorithm for TCP in data center networks. ICC 2012: 1292-1296 - [c18]Nakjung Choi, Kyle Guan, Daniel C. Kilper, Gary Atkinson:
In-network caching effect on optimal energy consumption in content-centric networking. ICC 2012: 2889-2894 - 2011
- [c17]Wonyoung Kwak, Jinyoung Han, Nakjung Choi, Ted Taekyoung Kwon, Yanghee Choi:
A surveillance system based on social networking and localization. ICME 2011: 1-6 - [c16]Kihun Kim, Younghyun Kim, Sangheon Pack, Nakjung Choi:
A SNR-based admission control scheme in WLAN-based vehicular networks. IWCMC 2011: 860-865 - 2010
- [c15]Nakjung Choi, Yongho Seok, Taekyoung Kwon, Yanghee Choi:
Leader-Based Multicast Service in IEEE 802.11v Networks. CCNC 2010: 1-5 - 2009
- [c14]Choongho Lee, Dukhyun Chang, Yoonbo Shim, Nakjung Choi, Taekyoung Kwon, Yanghee Choi:
Regional token based routing for DTNs. ICOIN 2009: 1-5 - 2007
- [c13]Youndo Lee, Hojin Lee, Nakjung Choi, Yanghee Choi, Taekyoung Kwon:
Macro-Level and Micro-Level Routing (MMR) for Urban Vehicular Ad Hoc Networks. GLOBECOM 2007: 715-719 - [c12]Sungjoon Choi, Nakjung Choi, Yongho Seok, Taekyoung Kwon, Yanghee Choi:
Leader-Based Rate Adaptive Multicasting for Wireless LANs. GLOBECOM 2007: 3656-3660 - [c11]Nakjung Choi, Yongho Seok, Yanghee Choi, Taekyoung Kwon:
Half Direct-Link Setup (H-DLS) for Fairness between External and Local TCP Connections in IEEE 802.11e Wireless LANs. ICC 2007: 4500-4505 - [c10]Uhjin Joung, Dongkyun Kim, Nakjung Choi, Chai-Keong Toh:
An Efficient Address Assignment Mechanism for Mobile Ad-Hoc Networks. ICOIN 2007: 202-212 - [c9]Nakjung Choi, Jiho Ryu, Yongho Seok, Taekyoung Kwon, Yanghee Choi:
Optimizing Aggregate Throughput of Upstream TCP Flows over IEEE 802.11 Wireless LANs. PIMRC 2007: 1-5 - 2006
- [c8]Youngsam Park, Yongho Seok, Nakjung Choi, Yanghee Choi, Jean-Marie Bonnin:
Rate-adaptive multimedia multicasting over IEEE 802.11 wireless LANs. CCNC 2006: 178-182 - [c7]Nakjung Choi, Jiho Ryu, Yongho Seok, Yanghee Choi, Ted Taekyoung Kwon:
Unicast-friendly multicast in IEEE 802.11 wireless LANs. CCNC 2006: 730-734 - [c6]Hakyung Jung, Nakjung Choi, Yongho Seok, Taekyoung Kwon, Yanghee Choi:
Augmented Split-TCP over Wireless LANs. ICC 2006: 5420-5425 - [c5]Nakjung Choi, Seongil Han, Yongho Seok, Yanghee Choi, Taekyoung Kwon:
Hybrid Distributed Coordination Function for Next-Generation High-Bandwidth WLANs. LCN 2006: 308-315 - 2005
- [c4]Haeyong Kim, Yongho Seok, Nakjung Choi, Yanghee Choi, Taekyoung Kwon:
Optimal Multi-sink Positioning and Energy-Efficient Routing in Wireless Sensor Networks. ICOIN 2005: 264-274 - [c3]Nakjung Choi, Chai-Keong Toh, Yongho Seok, Dongkyun Kim, Yanghee Choi:
Random and linear address allocation for mobile ad hoc networks. WCNC 2005: 2231-2237 - 2004
- [c2]Minji Nam, Nakjung Choi, Yongho Seok, Yanghee Choi:
WISE: energy-efficient interface selection on vertical handoff between 3G networks and WLANs. PIMRC 2004: 692-698 - 2003
- [c1]Yongho Seok, Nakjung Choi, Yanghee Choi, Jihong Kim:
Application-driven network capacity adaptation for energy efficient ad-hoc networks. PIMRC 2003: 211-215
Data and Artifacts
- 2022
- [d1]Hoonyong Lee, Changbum Ryan Ahn, Nakjung Choi:
Supplementary Data for "CLOAR: CSI-based Long-term Occupant Activity Recognition". IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i8]Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji:
Learning-augmented Online Algorithm for Two-level Ski-rental Problem. CoRR abs/2402.06715 (2024) - 2023
- [i7]Yuru Zhang, Yongjie Xue, Qiang Liu, Nakjung Choi, Tao Han:
RoNet: Toward Robust Neural Assisted Mobile Network Configuration. CoRR abs/2302.03206 (2023) - [i6]Ahan Kak, Van-Quan Pham, Huu-Trung Thieu, Nakjung Choi:
HexRAN: A Programmable Multi-RAT Platform for Network Slicing in the Open RAN Ecosystem. CoRR abs/2304.12560 (2023) - 2022
- [i5]Zeyu Zhou, Bruce E. Hajek, Nakjung Choi, Anwar Walid:
Regenerative Particle Thompson Sampling. CoRR abs/2203.08082 (2022) - [i4]Qiang Liu, Nakjung Choi, Tao Han:
Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions. CoRR abs/2207.14766 (2022) - [i3]Qiang Liu, Nakjung Choi, Tao Han:
Atlas: Automate Online Service Configuration in Network Slicing. CoRR abs/2210.16902 (2022) - 2021
- [i2]Qiang Liu, Nakjung Choi, Tao Han:
Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks. CoRR abs/2110.04320 (2021) - [i1]Qiang Liu, Nakjung Choi, Tao Han:
OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning. CoRR abs/2111.01616 (2021)
Coauthor Index
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