Hochan Lee

According to our database, Hochan Lee authored at least 24 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Divide and Cache: Design and Implementation of Control Plane Framework for Private 5G.

Taeho Park, Hochan Lee, Heewon Kim, Subin Han, Taeyun Kim, Sangheon Pack

IEEE Trans. Netw. Serv. Manag., April, 2024

A Deep Dive into Task-Based Parallelism in Python.

William Ruys, Hochan Lee, Bozhi You, Shreya Talati, Jaeyoung Park, James Almgren-Bell, Yineng Yan, Milinda Fernando, George Biros, Mattan Erez, Martin Burtscher, Christopher J. Rossbach, Keshav Pingali, Milos Gligoric

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Accelerating Convolutional Neural Network Inference in Split Computing: An In-Network Computing Approach.

Hochan Lee, Haneul Ko, Chanbin Bae, Sangheon Pack

Proceedings of the International Conference on Information Networking, 2024

In-Orbit Aggregator-Empowered Federated Learning Framework for Satellite and Terrestrial-Integrated Networks.

Hongrok Choi, Hochan Lee, Dongkyun Ryoo, Heewon Kim, Haneul Ko, Sangheon Pack

Proceedings of the International Conference on Information Networking, 2024

Accelerating Federated Learning at Programmable User Plane Function via In-Network Aggregation.

Chanbin Bae, Hochan Lee, Sangheon Pack, Youngmin Ji

Proceedings of the International Conference on Information Networking, 2024

Kimbap: A Node-Property Map System for Distributed Graph Analytics.

Hochan Lee, Roshan Dathathri, Keshav Pingali

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Straggler-Aware In-Network Aggregation for Accelerating Distributed Deep Learning.

Hochan Lee, Jaewook Lee, Heewon Kim, Sangheon Pack

IEEE Trans. Serv. Comput., 2023

Multi-Tenancy- and Redundancy-Aware In-Network Aggregation using Programmable Switches.

Sol Han, Hochan Lee, Subin Han, Heewon Kim, Sangheon Pack

IEEE Netw., 2023

Traffic-Aware In-Network Aggregation Placement for Multi-Tenant Distributed Machine Learning.

Heewon Kim, Hochan Lee, Sangheon Pack

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead.

Hochan Lee, Heewon Kim, Chanbin Bae, Yujin Kim, Sangheon Pack

Proceedings of the Companion of the 19th International Conference on emerging Networking EXperiments and Technologies, 2023

Divide and Cache: A Novel Control Plane Framework for Private 5G Networks.

Taeho Park, Hochan Lee, Heewon Kim, Subin Han, Taeyun Kim, Sangheon Pack

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

BACKWARD: A Victim-Centric DDoS Detection and Mitigation Scheme in Programmable Data Plane.

Seoyul Oh, Sol Han, Hochan Lee, Sangheon Pack

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

LPGA: Location Privacy-Guaranteed Offloading Algorithm in Cache-Enabled Edge Clouds.

Haneul Ko, Hochan Lee, Taeyun Kim, Sangheon Pack

IEEE Trans. Cloud Comput., 2022

Parla: A Python Orchestration System for Heterogeneous Architectures.

Hochan Lee, William Ruys, Ian Henriksen, Arthur Peters, Yineng Yan, Sean Stephens, Bozhi You, Henrique Fingler, Martin Burtscher, Milos Gligoric, Karl Schulz, Keshav Pingali, Christopher J. Rossbach, Mattan Erez, George Biros

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

Flow-Aware Service Function Embedding Algorithm in Programmable Data Plane.

Jaewook Lee, Haneul Ko, Hochan Lee, Sangheon Pack

IEEE Access, 2021

On Performance of Deep Reinforcement Learning-based Listen-Before-Talk (LBT) Scheme.

Minjeong Lee, Jaewook Lee, Hochan Lee, Taeyun Kim, Sangheon Pack

Proceedings of the International Conference on Information Networking, 2021

2020

Virtualization in Programmable Data Plane: A Survey and Open Challenges.

Sol Han, Seokwon Jang, Hongrok Choi, Hochan Lee, Sangheon Pack

IEEE Open J. Commun. Soc., 2020

Switch-Centric Byzantine Fault Tolerance Mechanism in Distributed Software Defined Networks.

Sol Han, Seokwon Jang, Hochan Lee, Sangheon Pack

IEEE Commun. Lett., 2020

Information Freshness-Guaranteed and Energy-Efficient Data Generation Control System in Energy Harvesting Internet of Things.

Haneul Ko, Hochan Lee, Taeyun Kim, Sangheon Pack

IEEE Access, 2020

A Study of APIs for Graph Analytics Workloads.

Hochan Lee, David C. Wong, Loc Hoang, Roshan Dathathri, Gurbinder Gill, Vishwesh Jatala, David Kuck, Keshav Pingali

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019

Random test program generation for verification and validation of the Samsung Reconfigurable Processor.

Bernhard Egger, Eunjin Song, Hochan Lee, Daeyong Shin

J. Syst. Archit., 2019

2018

Improving Energy Efficiency of Coarse-Grain Reconfigurable Arrays Through Modulo Schedule Compression/Decompression.

Hochan Lee, Mansureh S. Moghaddam, Dongkwan Suh, Bernhard Egger

ACM Trans. Archit. Code Optim., 2018

Verification of coarse-grained reconfigurable arrays through random test programs.

Bernhard Egger, Eunjin Song, Hochan Lee, Daeyoung Shin

Proceedings of the 19th ACM SIGPLAN/SIGBED International Conference on Languages, 2018

2017

A space- and energy-efficient code Compression/Decompression technique for coarse-grained reconfigurable architectures.

Bernhard Egger, Hochan Lee, Duseok Kang, Mansureh S. Moghaddam, Youngchul Cho, Yeonbok Lee, Sukjin Kim, Soonhoi Ha, Kiyoung Choi

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017