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Works (37)

TinyRIC-ML: A Lightweight Real Time ML Platform for O-RAN

2024-12-04 | Conference paper
Contributors: Thanuskanth Thangavadivel; Gopalasingham Aravinthan; Van-Quan Pham; Ahan Kak; Huu-Trung Thieu; Nakjung Choi
Source: check_circle
Crossref

BPS: Batching, Pipelining, Surgeon of Continuous Deep Inference on Collaborative Edge Intelligence

IEEE Transactions on Cloud Computing
2024-07 | Journal article
Contributors: Xueyu Hou; Yongjie Guan; Nakjung Choi; Tao Han
Source: check_circle
Crossref

Toward Single Occupant Activity Recognition for Long-Term Periods via Channel State Information

IEEE Internet of Things Journal
2024-01-15 | Journal article
Contributors: Hoonyong Lee; Changbum Ryan Ahn; Nakjung Choi
Source: check_circle
Crossref

RANSight: Programmable Telemetry for Next-Generation Open Radio Access Networks

GLOBECOM 2023 - 2023 IEEE Global Communications Conference
2023-12-04 | Conference paper
Contributors: Ahan Kak; Van-Quan Pham; Huu-Trung Thieu; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

Distributional-Utility Actor-Critic for Network Slice Performance Guarantee

2023-10-23 | Conference paper
Contributors: Jingdi Chen; Tian Lan; Nakjung Choi
Source: check_circle
Crossref

AweRAN: Making a Case for Application-aware Radio Access Network Slicing

Proceedings of the 17th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization
2023-10-06 | Conference paper | Author
Contributors: Ahan Kak; Huu Trung Thieu; Van Quan Pham; Ramanujan Sheshadri; Nakjung Choi; Yongjie Guan; mingrui yin; Tao Han
Source: Self-asserted source
Nakjung Choi
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Preferred source (of 2)‎

TinyRIC: Supercharging O-RAN Base Stations with Real-time Control

2023-10-02 | Conference paper
Contributors: Chang Liu; Gopalasingham Aravinthan; Ahan Kak; Nakjung Choi
Source: check_circle
Crossref

A First Look at Wi-Fi 6 in Action: Throughput, Latency, Energy Efficiency, and Security

ACM SIGMETRICS Performance Evaluation Review
2023-06-26 | Journal article
Contributors: Ruofeng Liu; Nakjung Choi
Source: check_circle
Crossref

A First Look at Wi-Fi 6 in Action: Throughput, Latency, Energy Efficiency, and Security

2023-06-19 | Conference paper
Contributors: Ruofeng Liu; Nakjung Choi
Source: check_circle
Crossref

Demystifying the Near-real Time RIC: Architecture, Operations, and Benchmarking Insights

IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
2023-05-20 | Conference paper
Contributors: Huu-Trung Thieu; Van-Quan Pham; Ahan Kak; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions

IEEE Network
2023-03 | Journal article
Part of ISSN: 0890-8044
Part of ISSN: 1558-156X
Contributors: Qiang Liu; Nakjung Choi; Tao Han
Source: Self-asserted source
Nakjung Choi

HexRIC: Building a Better near-Real Time Network Controller for the Open RAN Ecosystem

Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications
2023-02-22 | Conference paper
Contributors: Van-Quan Pham; Huu-Trung Thieu; Ahan Kak; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

ProSLICE: An Open RAN-based approach to Programmable RAN Slicing

GLOBECOM 2022 - 2022 IEEE Global Communications Conference
2022-12-04 | Conference paper
Contributors: Ahan Kak; Van-Quan Pham; Huu-Trung Thieu; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

Atlas: automate online service configuration in network slicing

Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies
2022-11-30 | Conference paper
Contributors: Qiang Liu; Nakjung Choi; Tao Han
Source: Self-asserted source
Nakjung Choi

5GPerf: profiling open source 5G RAN components under different architectural deployments

Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases
2022-08-22 | Conference paper
Contributors: Cuidi Wei; Ahan Kak; Nakjung Choi; Timothy Wood
Source: Self-asserted source
Nakjung Choi

OnSlicing: online end-to-end network slicing with reinforcement learning

Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies
2021-12-02 | Conference paper
Contributors: Qiang Liu; Nakjung Choi; Tao Han
Source: Self-asserted source
Nakjung Choi

A SmartNIC-based Load Balancing and Auto Scaling Framework for Middlebox Edge Server

2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)
2021-11-09 | Conference paper
Contributors: Zhen Ni; Cuidi Wei; Timothy Wood; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks

2021 IEEE 29th International Conference on Network Protocols (ICNP)
2021-11-01 | Conference paper
Contributors: Qiang Liu; Nakjung Choi; Tao Han
Source: Self-asserted source
Nakjung Choi

FestNet: A Flexible and Efficient Sliced Transport Network

2021 IEEE 7th International Conference on Network Softwarization (NetSoft)
2021-06-28 | Conference paper
Contributors: Hao Jiang; Nakjung Choi; Marina Thottan; Jacobus Van der Merwe
Source: Self-asserted source
Nakjung Choi

Economics of Fog Computing: Interplay Among Infrastructure and Service Providers, Users, and Edge Resource Owners

IEEE Transactions on Mobile Computing
2020-11-01 | Journal article | Author
Part of ISSN: 1536-1233
Part of ISSN: 1558-0660
Part of ISSN: 2161-9875
Contributors: Daewoo Kim; Hyojung Lee; Hyungseok Song; Nakjung Choi; Yung Yi
Source: Self-asserted source
Nakjung Choi
grade
Preferred source (of 2)‎

Network Slicing in Heterogeneous Software-defined RANs

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications
2020-07 | Conference paper
Contributors: Qiaofeng Qin; Nakjung Choi; Muntasir Raihan Rahman; Marina Thottan; Leandros Tassiulas
Source: Self-asserted source
Nakjung Choi

Applying Machine Learning to End-to-end Slice SLA Decomposition

2020 6th IEEE Conference on Network Softwarization (NetSoft)
2020-06 | Conference paper
Contributors: Michael Iannelli; Muntasir Raihan Rahman; Nakjung Choi; Le Wang
Source: Self-asserted source
Nakjung Choi

The network OS: Carrier-grade SDN control of multi-domain, multi-layer networks

Bell Labs Technical Journal
2019-12 | Journal article
Part of ISSN: 1538-7305
Part of ISSN: 1089-7089
Contributors: Marina Thottan; Catello Di Martino; Young-Jin Kim; Gary Atkinson; Nakjung Choi; Nishok Mohanasamy; Lalita Jagadeesan; Veena Mendiratta; Jesse E. Simsarian; Bartek Kozicki
Source: Self-asserted source
Nakjung Choi

A Reinforcement Learning Approach for Online Service Tree Placement in Edge Computing

2019 IEEE 27th International Conference on Network Protocols (ICNP)
2019-10 | Conference paper
Contributors: Yimeng Wang; Yongbo Li; Tian Lan; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

Run-time Performance Monitoring, Verification, and Healing of End-to-End Services

2019 IEEE Conference on Network Softwarization (NetSoft)
2019-06 | Conference paper
Contributors: Nakjung Choi; Lalita Jagadeesan; Young Jin; Nishok Narasimha Mohanasamy; Muntasir Raihan Rahman; Krishan Sabnani; Marina Thottan
Source: Self-asserted source
Nakjung Choi

The Effects of Housing Environments on the Performance of Activity-Recognition Systems Using Wi-Fi Channel State Information: An Exploratory Study

Sensors
2019-02-26 | Journal article
Part of ISSN: 1424-8220
Contributors: Hoonyong Lee; Changbum Ahn; Nakjung Choi; Toseung Kim; Hyunsoo Lee
Source: Self-asserted source
Nakjung Choi

On the Economics of Fog Computing: Inter-Play among Infrastructure and Service Providers, Users, and Edge Resource Owners

2018 IEEE International Conference on Communications (ICC)
2018-05 | Conference paper
Contributors: Daewoo Kim; Hyojung Lee; Hyungseok Song; Nakjung Choi; Yung Yi
Source: Self-asserted source
Nakjung Choi

A Fog Operating System for User-Oriented IoT Services: Challenges and Research Directions

IEEE Communications Magazine
2017-08 | Journal article
Part of ISSN: 0163-6804
Part of ISSN: 1558-1896
Contributors: Nakjung Choi; Daewoo Kim; Sung-Ju Lee; Yung Yi
Source: Self-asserted source
Nakjung Choi

SIMECA: SDN-based IoT Mobile Edge Cloud Architecture

2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)
2017-05 | Conference paper
Contributors: Binh Nguyen; Nakjung Choi; Marina Thottan; Jacobus Van der Merwe
Source: Self-asserted source
Nakjung Choi

Joint content-resource allocation in software defined virtual CDNs

2015 IEEE International Conference on Communication Workshop (ICCW)
2015-06 | Conference paper
Contributors: Jaime Llorca; Claudio Sterle; Antonia M. Tulino; Nakjung Choi; Antonio Sforza; Annunziata E. Amideo
Source: Self-asserted source
Nakjung Choi

Container-based unified testbed for information-centric networking

IEEE Network
2014-11 | Journal article
Part of ISSN: 0890-8044
Contributors: Hitoshi Asaeda; Ruidong Li; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

CoRC: coordinated routing and caching for named data networking

Proceedings of the tenth ACM/IEEE symposium on Architectures for networking and communications systems
2014-10-20 | Conference paper
Contributors: Hoon-gyu Choi; Jungmin Yoo; Taejoong Chung; Nakjung Choi; Taekyoung Kwon; Yanghee Choi
Source: Self-asserted source
Nakjung Choi

Spatial and Temporal Locality of Swarm Dynamics in BitTorrent

Passive and Active Measurement
2013 | Conference paper
Part of ISBN: 9783642365157
Part of ISBN: 9783642365164
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Taejoong Chung; Jinyoung Han; Hojin Lee; Ted ”Taekyoung” Kwon; Yanghee Choi; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

AMVS-NDN: Adaptive mobile video streaming and sharing in wireless named data networking

2013 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
2013-04 | Conference paper
Contributors: Bing Han; Xiaofei Wang; Nakjung Choi; Ted Kwon; Yanghee Choi
Source: Self-asserted source
Nakjung Choi

Dynamic in-network caching for energy efficient content delivery

2013 Proceedings IEEE INFOCOM
2013-04 | Conference paper
Contributors: Jaime Llorca; Antonia M. Tulino; Kyle Guan; Jairo Esteban; Matteo Varvello; Nakjung Choi; Daniel C. Kilper
Source: Self-asserted source
Nakjung Choi

IA-TCP: A rate based incast-avoidance algorithm for TCP in data center networks

2012 IEEE International Conference on Communications (ICC)
2012-06 | Conference paper
Contributors: Jaehyun Hwang; Joon Yoo; Nakjung Choi
Source: Self-asserted source
Nakjung Choi

In-network caching effect on optimal energy consumption in content-centric networking

2012 IEEE International Conference on Communications (ICC)
2012-06 | Conference paper
Contributors: Nakjung Choi; Kyle Guan; Daniel C. Kilper; Gary Atkinson
Source: Self-asserted source
Nakjung Choi

Peer review (1 review for 1 publication/grant)

Review activity for Physical communication. (1)