Heewon Kim - Publications, H-index & Citations

Heewon Kim

Korea University

10H指数

47论文数

741被引数

收录论文 11

发表时间

Traffic- and Multi-Tenancy-Aware In-Network Aggregation Placement for Distributed Machine Learning 面向分布式机器学习的、考虑交通和多租户的网络内聚合放置

IEEE Transactions on Network and Service Management

IF5.4

2026-01-01

PREAI

Kim, Heewon; Lee, Hochan; Bae, Chanbin; Ko, Haneul; Pack, Sangheon

MALOI: Multi-Task-Aware Low-Overhead In-Network Inference using Programmable Switch MALOI：基于可编程交换机的多任务感知低开销网络内推理

IEEE Communications Magazine

IF8.2

2025-12-17

PREAI

Heewon Kim; Chanbin Bae; Seongyeon Yoon; Haeun Kim; Hwimo Ku; Sangheon Pack

Split Computing for Mobile Devices: Energy and Latency Perspective 移动设备分片计算：能耗与延迟视角

IEEE Transactions on Services Computing

IF5.8

2025-05-01

PREAI

Daeyoung Jung; Jaewook Lee; Hyeonjae Jeong; Dongju Cha; Heewon Kim; Sangheon Pack

Cooperative and Adaptive Load-Aware Handover Optimization in Heterogeneous Networks 异构网络中协同和自适应的负载感知切换优化

ieee open journal of the industrial electronics society

IF6.1

2025-01-01

OAAI

Kihoon Kim; Eunsok Lee; Chanbin Bae; Heewon Kim; Sangheon Pack

Utility-based sampling rate allocation in in-band network telemetry for high network visibility

ICT EXPRESS

IF4.2

2024-02-01

OAAI

Lee, Kyeongtak; Kim, Heewon; Han, Subin; Pack, Sangheon; Yoo, Hyunkyung; Ko, Namseok

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

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-11-01

PREAI

Lee, Hochan; Lee, Jaewook; Kim, Heewon; Pack, Sangheon

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

IEEE NETWORK

IF6.3

2023-05-01

PREAI

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

A fully complex-valued radial basis function classifier for real-valued classification problems

NEUROCOMPUTING

IF6.5

2012-02-01

PREAI

Savitha, R.; Suresh, S.; Sundararajan, N.; Kim, H. J.

Online learning neural tracker

NEUROCOMPUTING

IF6.5

2011-05-01

OAAI

Suresh, S.; Bremond, F.; Thonnat, M.; Kim, H. J.

A sequential learning algorithm for self-adaptive resource allocation network classifier

NEUROCOMPUTING

IF6.5

2010-10-01

107

PREAI

Suresh, S.; Dong, Keming; Kim, H. J.

No-reference image quality assessment using modified extreme learning machine classifier

APPLIED SOFT COMPUTING

IF6.6

2009-03-01

215

PREAI

Suresh, S.; Babu, R. Venkatesh; Kim, H. J.

研究方向