Sangheon Pack

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 190

Top Venues

ICTC

IEEE Trans. Veh. Technol.

ICOIN

IEEE Internet Things J.

Publications

Yeunwoong Kyung, Haneul Ko, Jaewook Lee, Sangheon Pack, Noik Park, Namseok Ko
Location-Aware B5G LAN-Type Services: Architecture, Use Case, and Challenges. IEEE Commun. Mag. 62 (1) (2024)
Seongyeon Yoon, Heewon Kim, Hyeonjae Jeong, Chanbin Bae, Haeun Kim, Sangheon Pack
Multi-task Aware Resource Efficient Traffic Classification via in-Network Inference. NAIC (2024)
Kyeongtak Lee, Heewon Kim, Subin Han, Sangheon Pack, Hyunkyung Yoo, Namseok Ko
Utility-based sampling rate allocation in in-band network telemetry for high network visibility. ICT Express 10 (1) (2024)
Chanbin Bae, Hochan Lee, Sangheon Pack, Youngmin Ji
Accelerating Federated Learning at Programmable User Plane Function via In-Network Aggregation. ICOIN (2024)
Migyeong Kang, Juho Jung, Minhan Cho, Daejin Choi, Eunil Park, Sangheon Pack, Jinyoung Han
Poster: ISOML: Inter-Service Online Meta-Learning for Newly Emerging Network Traffic Prediction. MobiSys (2024)
Valmik Tilwari, Taewon Song, Usha Nandini, V. Sivasankaran, Sangheon Pack
A multi-criteria aware integrated decision making routing protocol for IoT communication toward 6G networks. Wirel. Networks 30 (5) (2024)
Haneul Ko, Yeunwoong Kyung, Jaewook Lee, Sangheon Pack, Namseok Ko
Mobility-aware personalized handover function provisioning system in B5G networks. Future Gener. Comput. Syst. 157 (2024)
Haneul Ko, Bokyeong Kim, Yumi Kim, Sangheon Pack
Two-Phase Split Computing Framework in Edge-Cloud Continuum. IEEE Internet Things J. 11 (12) (2024)
Heewon Kim, Chanbin Bae, Seongyeon Yoon, Haneul Ko, Sangheon Pack, DongJin Lee
Frequency-Aware and Item-Wise In-band Network Telemetry for Per-flow Measurement. INFOCOM (Workshops) (2024)
Subin Han, Eunsok Lee, Hyunkyung Yoo, Namseok Ko, Sangheon Pack
P4ToR: Conflict-Free Distributed Scheduling for Hybrid Optical/Electrical Datacenter Networks. INFOCOM (Workshops) (2024)
Taeho Park, Hochan Lee, Heewon Kim, Subin Han, Taeyun Kim, Sangheon Pack
Divide and Cache: Design and Implementation of Control Plane Framework for Private 5G. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Rashmi Sahay, Anand Nayyar, Rajesh Kumar Shrivastava, Muhammad Bilal, Simar Preet Singh, Sangheon Pack
Routing attack induced anomaly detection in IoT network using RBM-LSTM. ICT Express 10 (3) (2024)
Youbin Jeon, Sangheon Pack
Hierarchical Network Data Analytics Framework for 6G Network Automation: Design and Implementation. IEEE Internet Comput. 28 (2) (2024)
Hongrok Choi, Hochan Lee, Dongkyun Ryoo, Heewon Kim, Haneul Ko, Sangheon Pack
In-Orbit Aggregator-Empowered Federated Learning Framework for Satellite and Terrestrial-Integrated Networks. ICOIN (2024)
Hochan Lee, Haneul Ko, Chanbin Bae, Sangheon Pack
Accelerating Convolutional Neural Network Inference in Split Computing: An In-Network Computing Approach. ICOIN (2024)
Haneul Ko, Hyeonjae Jeong, Daeyoung Jung, Sangheon Pack
Dynamic Split Computing Framework in Distributed Serverless Edge Clouds. IEEE Internet Things J. 11 (8) (2024)
Taeho Park, Hochan Lee, Heewon Kim, Subin Han, Taeyun Kim, Sangheon Pack
Divide and Cache: A Novel Control Plane Framework for Private 5G Networks. CCNC (2023)
Mincheol Paik, Haneul Ko, Sangheon Pack
Virtual Experience-Based Mobile Device Selection Algorithm for Federated Learning. IEEE Syst. J. 17 (2) (2023)
Hyeonjae Jeong, Haneul Ko, Sangheon Pack
REMS: Resource-Efficient and Adaptive Model Selection in 5G NWDAF. ICTC (2023)
Haneul Ko, Joonwoo Kim, Dongkyun Ryoo, Inho Cha, Sangheon Pack
A Belief-Based Task Offloading Algorithm in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Haneul Ko, Sangheon Pack, Victor C. M. Leung
Performance Optimization of Serverless Computing for Latency-Guaranteed and Energy-Efficient Task Offloading in Energy-Harvesting Industrial IoT. IEEE Internet Things J. 10 (3) (2023)
Heewon Kim, Seongyeon Yoon, Sangheon Pack
Poster: Adaptive In-Network Inference using Early-Exits. EuroP4@CoNEXT (2023)
Haneul Ko, Taeyun Kim, Daeyoung Jung, Sangheon Pack
Software-Defined Electric Vehicle (EV)-to-EV Charging Framework With Mobile Aggregator. IEEE Syst. J. 17 (2) (2023)
Haneul Ko, Sangheon Pack
Function-Aware Resource Management Framework for Serverless Edge Computing. IEEE Internet Things J. 10 (2) (2023)
Sol Han, Hochan Lee, Subin Han, Heewon Kim, Sangheon Pack
Multi-Tenancy- and Redundancy-Aware In-Network Aggregation using Programmable Switches. IEEE Netw. 37 (3) (2023)
Minji Kim, Migyeong Kang, Eunil Park, Sangheon Pack, Jinyoung Han
Network Data Generation using IP2Vec Embedding. ICTC (2023)
Ramneek, Patrick Hosein, Sangheon Pack
Secure and Scalable eSIM Service Provisioning Framework for Mobile Virtual Network Operators. APNOMS (2023)
Hochan Lee, Jaewook Lee, Heewon Kim, Sangheon Pack
Straggler-Aware In-Network Aggregation for Accelerating Distributed Deep Learning. IEEE Trans. Serv. Comput. 16 (6) (2023)
Hojin Yeom, Haneul Ko, Sangheon Pack
Traffic-Efficient Split Computing Mechanism for Internet of Things. ICTC (2023)
Seoyul Oh, Sol Han, Hochan Lee, Sangheon Pack
BACKWARD: A Victim-Centric DDoS Detection and Mitigation Scheme in Programmable Data Plane. CCNC (2023)
Hyerim Yu, SangEun Lee, Byeongsang Yeo, Jinyoung Han, Eunil Park, Sangheon Pack
Towards a Lightweight Object Detection through Model Pruning Approaches. ICTC (2023)
Naeem Uz Zaman, Ahmad Kamal Hassan, Ziaul Haq Abbas, Ghulam Abbas, Muhammad Bilal, Sangheon Pack
Performance analysis of NOMA enabled multi-user co-operative IoT network with SWIPT protocol. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Ramneek, Patrick Hosein, Sangheon Pack
Pricing eSIM Services: Ecosystem, Challenges, and Opportunities. IEEE Commun. Mag. 61 (7) (2023)
Hyeim Yang, Seokwon Jang, Sol Han, Sangheon Pack
Auto-NFT: Automated Network Function Translator in Virtualized Programmable Data Plane. IEEE Netw. 37 (2) (2023)
Subin Han, Eunsok Lee, Sangheon Pack
Fine-Grained Load Balancing with Multi-Agent Reinforcement Learning for Self-Organizing Networks. GLOBECOM (Workshops) (2023)
Jaewook Lee, Haneul Ko, Sangwon Seo, Sangheon Pack
Data Distribution-Aware Online Client Selection Algorithm for Federated Learning in Heterogeneous Networks. IEEE Trans. Veh. Technol. 72 (1) (2023)
Kihoon Kim, Eunsok Lee, Sangheon Pack
Mobility Robustness Optimization for Self-Organizing Networks: A Deep Reinforcement Learning Approach. ICTC (2023)
Hosung Baek, Haneul Ko, Joonwoo Kim, Youbin Jeon, Sangheon Pack
Sensing Quality-Aware Task Allocation for Multidimensional Vehicular Urban Sensing. IEEE Internet Things J. 10 (11) (2023)
Youbin Jeon, Sangheon Pack
Hierarchical Network Data Analytics Framework for B5G Network Automation: Design and Implementation. CoRR (2023)
Haneul Ko, Jaewook Lee, Sangwon Seo, Sangheon Pack, Victor C. M. Leung
Joint Client Selection and Bandwidth Allocation Algorithm for Federated Learning. IEEE Trans. Mob. Comput. 22 (6) (2023)
Heewon Kim, Hochan Lee, Sangheon Pack
Traffic-Aware In-Network Aggregation Placement for Multi-Tenant Distributed Machine Learning. ICCCN (2023)
Hochan Lee, Heewon Kim, Chanbin Bae, Yujin Kim, Sangheon Pack
Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead. CoNEXT (Companion) (2023)
Ramneek, Patrick Hosein, Sangheon Pack
Poster: A Cross-Slice Resource Orchestration Framework for 5G Network Services. ICDCS (2023)
Joonwoo Kim, Jaewook Lee, Taeyun Kim, Sangheon Pack
Deep Q-Network-Based Cloud-Native Network Function Placement in Edge Cloud-Enabled Non-Public Networks. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Sangwon Seo, Jaewook Lee, Haneul Ko, Sangheon Pack
Situation-Aware Cluster and Quantization Level Selection Algorithm for Fast Federated Learning. IEEE Internet Things J. 10 (15) (2023)
Eungeun Yoo, Haneul Ko, Sangheon Pack
Fuzzy Clustered Federated Learning Algorithm for Solar Power Generation Forecasting. IEEE Trans. Emerg. Top. Comput. 10 (4) (2022)
Hoang Thi Huong Giang, Pham-Duy Thanh, Haneul Ko, Sangheon Pack
Deep Reinforcement Learning-based Power Allocation for Downlink RSMA System. ICTC (2022)
Bokyeong Kim, Mincheol Paik, Yumi Kim, Haneul Ko, Sangheon Pack
Distributed Electric Vehicle Charging Mechanism: A Game-Theoretical Approach. IEEE Trans. Veh. Technol. 71 (8) (2022)
Minok Kim, Joonwoo Kim, Tae-Yoon Kim, Sangheon Pack
Age of Information Based Beacon Transmission for Reducing Status Update Delay in Platooning. IEEE Trans. Veh. Technol. 71 (10) (2022)
Joonwoo Kim, Jaewook Lee, Haneul Ko, Taeyun Kim, Sangheon Pack
Space Mobile Networks: Satellite as Core and Access Networks for B5G. IEEE Commun. Mag. 60 (4) (2022)
Seunghyun Lee, Jaewook Lee, Taeyun Kim, Daeyoung Jung, Inho Cha, Dongju Cha, Haneul Ko, Sangheon Pack
Design and Implementation of Network Data Analytics Function in 5G. ICTC (2022)
Beopgwon Jung, Joonwoo Kim, Sangheon Pack
Deep Reinforcement Learning-based Context-Aware Redundancy Mitigation for Vehicular Collective Perception Services. ICOIN (2022)
Daeyoung Jung, Dongju Cha, Dongkyun Ryoo, Kyeongtak Lee, Junsik Kim, Soon-Gi Park, Sangheon Pack
Handover Performance of Split RAN-Based Vehicular Networks: A Simulation Study. ICCE (2022)
Youbin Jeon, Hyeonjae Jeong, Sangwon Seo, Taeyun Kim, Haneul Ko, Sangheon Pack
A Distributed NWDAF Architecture for Federated Learning in 5G. ICCE (2022)
Junseo Ko, Jeewoo Yoon, Daejin Choi, Eunil Park, Sangheon Pack, Jinyoung Han
Trafficformer: A Transformer-based Traffic Predictor. ICCE (2022)
Jun-Bae Seo, Yangqian Hu, Sangheon Pack, Hu Jin
Comprehensive Throughput Analysis of Unslotted ALOHA for Low-Power Wide-Area Networks. IEEE Internet Things J. 9 (17) (2022)
Taeyun Kim, Seoyul Oh, Inho Cha, Seunghyun Lee, Haneul Ko, Sangheon Pack, Jinyoung Han
Holistic Orchestration for Edge-Native Applications: A Review. ICTC (2022)
Haneul Ko, Jaewook Lee, Sangheon Pack
PDRAS: Priority-Based Dynamic Resource Allocation Scheme in 5G Network Slicing. J. Netw. Syst. Manag. 30 (4) (2022)
Dahye Jeong, Jinyoung Han, Eunil Park, Eun Been Choi, Sangheon Pack
5G and User Experience: A Bibliometric Approach. ICCE (2022)
Haneul Ko, Hochan Lee, Taeyun Kim, Sangheon Pack
LPGA: Location Privacy-Guaranteed Offloading Algorithm in Cache-Enabled Edge Clouds. IEEE Trans. Cloud Comput. 10 (4) (2022)
Jaewook Lee, Haneul Ko, Sangheon Pack
Adaptive Deadline Determination for Mobile Device Selection in Federated Learning. IEEE Trans. Veh. Technol. 71 (3) (2022)
Chaewon Kang, Jeewoo Yoon, Daejin Choi, Eunil Park, Sangheon Pack, Jinyoung Han
TransTraffic: Predicting Network Traffic using Low Resource Data. ICTC (2022)
Sangwon Seo, Jaewook Lee, Haneul Ko, Sangheon Pack
Performance-Aware Client and Quantization Level Selection Algorithm for Fast Federated Learning. WCNC (2022)
Taeyun Kim, Joonwoo Kim, Haneul Ko, Sangwon Seo, Youbin Jeon, Hyeonjae Jeong, Seunghyun Lee, Sangheon Pack
An Implementation Study of Network Data Analytic Function in 5G. ICCE (2022)
Valmik Tilwari, Sangheon Pack
Autonomous 3D UAV Localization using Taylor Series linearized TDOA-based approach with Machine Learning Algorithms. ICTC (2022)
Hongrok Choi, Sangheon Pack
Cooperative Downloading for LEO Satellite Networks: A DRL-Based Approach. Sensors 22 (18) (2022)
Haneul Ko, Sangheon Pack, Victor C. M. Leung
An Optimal Battery Charging Algorithm in Electric Vehicle-Assisted Battery Swapping Environments. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Ramneek, Sangheon Pack
A Lightweight and Secure Vehicular Edge Computing Framework for V2X Services. ICDCS (2022)
Yanyan Chi, Hyeongjin Ahn, Min Su Park, Eunil Park, Jinyoung Han, Sangheon Pack
Technology Acceptance Perspectives on Mobile Services: A Comparison Between 4G and 5G Services. ICTC (2022)
Een-Kee Hong, Inkyu Lee, Byonghyo Shim, Young-Chai Ko, Sang-Hyo Kim, Sangheon Pack, Kyunghan Lee, Sunwoo Kim, Jae-Hyun Kim, Yoan Shin, Younghan Kim, Haejoon Jung
6G R&D vision: Requirements and candidate technologies. J. Commun. Networks 24 (2) (2022)
Jaewook Lee, Haneul Ko, Hochan Lee, Sangheon Pack
Flow-Aware Service Function Embedding Algorithm in Programmable Data Plane. IEEE Access 9 (2021)
Youbin Jeon, Hosung Baek, Sangheon Pack
Mobility-Aware Optimal Task Offloading in Distributed Edge Computing. ICOIN (2021)
Jiming Chen, Enrico Natalizio, Hideaki Ishii, Rongxing Lu, Sangheon Pack
Introduction to the Special Section on Security and Privacy of Smart Network Systems. IEEE Trans. Netw. Sci. Eng. 8 (3) (2021)
Hyeonjae Jeong, Hongrok Choi, Sangheon Pack
Stable Matching-based Mobility Agent Selection in Distributed Mobility Management. ICUFN (2021)
Minok Kim, Joonwoo Kim, Sangheon Pack
Adaptive Beacon Transmission for Reducing Inter-Reception Time in Vehicle Platooning. ICOIN (2021)
Haneul Ko, Jaewook Lee, Sangheon Pack
Priority-Based Dynamic Resource Allocation Scheme in Network Slicing. ICOIN (2021)
Ramneek, Patrick Hosein, Sangheon Pack
User Remuneration Under Congestion: A Dynamic and Fair Pricing Strategy for Wireless Networks. IEEE Trans. Veh. Technol. 70 (7) (2021)
Hongrok Choi, Sangwon Seo, Daeyoung Jung, Sangheon Pack, Min Wook Kang, Yun Won Chung, Hyungjun Joo, Kyungran Kang
Design and implementation of integrated tactical mobility testbed. ICT Express 7 (1) (2021)
Seokwon Jang, Hyeim Yang, Sangheon Pack
Traffic Redundancy Elimination over a Programmable Data Plane: Design and Implementation. IEEE Netw. 35 (6) (2021)
Yulei Wu, Laizhong Cui, Victor C. M. Leung, Tarik Taleb, Sangheon Pack
Towards efficient and flexible management and interworking techniques for Industrial Internet of Things. Comput. Networks 200 (2021)
Victor C. M. Leung, Xiaofei Wang, F. Richard Yu, Dusit Niyato, Tarik Taleb, Sangheon Pack
Guest Editorial: Special Issue on Blockchain and Edge Computing Techniques for Emerging IoT Applications. IEEE Internet Things J. 8 (4) (2021)
Haneul Ko, Sangheon Pack
Distributed Device-to-Device Offloading System: Design and Performance Optimization. IEEE Trans. Mob. Comput. 20 (10) (2021)
Minjeong Lee, Jaewook Lee, Hochan Lee, Taeyun Kim, Sangheon Pack
On Performance of Deep Reinforcement Learning-based Listen-Before-Talk (LBT) Scheme. ICOIN (2021)
Yunyoung Cho, Seokwon Jang, Jaewook Lee, Sangheon Pack
Deep Spatiotemporal Correlation Network Model for Load Prediction in Service Function Chaining. IEEE Netw. Lett. 3 (3) (2021)
Zubair Khan, Fiaz Gul Khan, Ahmad Khan, Zia Ur Rehman, Sajid Shah, Sehrish Qummar, Farman Ali, Sangheon Pack
Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture. IEEE Access 9 (2021)
Ramneek, Sangheon Pack
A Credible Service Level Agreement Enforcement Framework for 5G Edge. INFOCOM Workshops (2021)
Umair Yousaf, Ahmad Khan, Hazrat Ali, Fiaz Gul Khan, Zia ur Rehman, Sajid Shah, Farman Ali, Sangheon Pack, Safdar Ali
A Deep Learning Based Approach for Localization and Recognition of Pakistani Vehicle License Plates. Sensors 21 (22) (2021)
Joonwoo Kim, Jaewook Lee, Taeyun Kim, Sangheon Pack
Deep Reinforcement Learning based Cloud-native Network Function Placement in Private 5G Networks. GLOBECOM (Workshops) (2020)
Haneul Ko, Jaewook Lee, Hongrok Cho, Sangheon Pack
Hierarchical Identifier (HID)-based 5G Architecture with Backup Slice. APNOMS (2020)
Xiaofei Wang, Xiuhua Li, Sangheon Pack, Zhu Han, Victor C. M. Leung
STCS: Spatial-Temporal Collaborative Sampling in Flow-Aware Software Defined Networks. IEEE J. Sel. Areas Commun. 38 (6) (2020)
Muhammad Bilal, Sangheon Pack
Secure Distribution of Protected Content in Information-Centric Networking. IEEE Syst. J. 14 (2) (2020)
Sol Han, Seokwon Jang, Hongrok Choi, Hochan Lee, Sangheon Pack
Virtualization in Programmable Data Plane: A Survey and Open Challenges. IEEE Open J. Commun. Soc. 1 (2020)
Mahmoud A. El-Sharief, Mohamed A. Abd El-Gawad, Haneul Ko, Sangheon Pack
EERS: Energy-Efficient Reference Node Selection Algorithm for Synchronization in Industrial Wireless Sensor Networks. Sensors 20 (15) (2020)
Hongrok Choi, Sangwon Seo, Daeyoung Jung, Sangheon Pack
On Performance of Distributed Mobility Management in Tactical Networks. ICTC (2020)
Ramneek, Patrick Hosein, Sangheon Pack, Karandeep Singh
QoS-Based Zero-Rating of Cellular Applications. ICOIN (2020)
Jaewook Lee, Haneul Ko, Joonwoo Kim, Sangheon Pack
DATA: Dependency-Aware Task Allocation Scheme in Distributed Edge Clouds. IEEE Trans. Ind. Informatics 16 (12) (2020)
Ramneek, Seung-Jun Cha, Sangheon Pack, Seung-Hyub Jeon, Yeon Jeong Jeong, Jin-Mee Kim, Sungin Jung
FENCE: Fast, ExteNsible, and ConsolidatEd Framework for Intelligent Big Data Processing. IEEE Access 8 (2020)
Dongeun Suh, Seokwon Jang, Sol Han, Sangheon Pack, Xiaofei Wang
Flexible sampling-based in-band network telemetry in programmable data plane. ICT Express 6 (1) (2020)
Sol Han, Seokwon Jang, Hochan Lee, Sangheon Pack
Switch-Centric Byzantine Fault Tolerance Mechanism in Distributed Software Defined Networks. IEEE Commun. Lett. 24 (10) (2020)
Yunyoung Cho, Seokwon Jang, Sangheon Pack
On Performance VNF Load Prediction Models in Service Function Chaining. ICTC (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sangheon Pack