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김은정 교수

Eun Jung Kim

KAIST 전산학부 · 컴퓨터과학

연구실 소개

김은정 교수의 연구실은 그래프 이론과 네트워크 아키텍처의 융합을 바탕으로, 복잡한 그래프 구조에서의 효율적 알고리즘 설계와 고성능 컴퓨팅 환경에서의 에너지 최적화를 주요 연구 분야로 다룹니다. 특히 트웨이드 모듈레이터 기반 선형 커널링, 체로우스 사이클의 Erdős-Pósa 성질, 그리고 유량 증강 기법을 활용한 최적화 알고리즘 개발 등 고도화된 이론적 기반의 실용적 솔루션을 연구합니다. 또한 InfiniBand 아키텍처를 기반으로 한 클러스터 네트워크의 에너지 효율성 분석과 성능 예측 기술을 통해 미래형 시스템 영역 네트워크(SAN)의 핵심 기반 기술을 선도하고 있습니다.

그래프 알고리즘에너지 효율 네트워크선형 커널링최적화 알고리즘시스템 아키텍처

연구 현황

논문 수
229
총 인용 수
3,097
최근 5년 논문
55
주요 분야
컴퓨터과학

연구 성과 추이

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5개년 연도별 논문 게재 수
55총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
309총합
20212022202320242025

주요 논문

15
1
논문|인용수 98·2015
Linear Kernels and Single-Exponential Algorithms Via Protrusion Decompositions
Eun Jung Kim, Alexander Langer, Christophe Paul, Felix Reidl, Peter Rossmanith, Ignasi Sau, Somnath Sikdar
SJR Q1ACM Transactions on Algorithms

We present a linear-time algorithm to compute a decomposition scheme for graphs G that have a set X ⊆ V ( G ), called a treewidth-modulator , such that the treewidth of G − X is bounded by a constant. Our decomposition, called a protrusion decomposition , is the cornerstone in obtaining the following two main results. Our first result is that any parameterized graph problem (with parameter k ) that has a finite integer index and such that Y es -instances have a treewidth-modulator of size O ( k

Computational Theory and MathematicsComputer Science
2
논문|인용수 69·2011
Levels and patterns of polycyclic aromatic hydrocarbons (PAHs) in soils after forest fires in South Korea
Eun Jung Kim, Sung‐Deuk Choi, Yoon‐Seok Chang
SJR Q1Environmental Science and Pollution Research
Health, Toxicology and MutagenesisEnvironmental Science
3
논문|인용수 64·2011
Biosorption of chromium (Cr(III)/Cr(VI)) on the residual microalga Nannochloris oculata after lipid extraction for biodiesel production
Eun Jung Kim, Soojung Park, Hye-Jin Hong, Yoon-E Choi, Ji-Won Yang
SJR Q1Bioresource Technology
Renewable Energy, Sustainability and the EnvironmentEnergy
4
book chapter|인용수 36·2013
Linear Kernels and Single-Exponential Algorithms via Protrusion Decompositions
Eun Jung Kim, Alexander Langer, Christophe Paul, Felix Reidl, Peter Rossmanith, Ignasi Sau, Somnath Sikdar
SJR Q2Lecture notes in computer scienceOA
Computational Theory and MathematicsComputer Science
5
논문|인용수 24·2016
An FPT 2-Approximation for Tree-Cut Decomposition
Eun Jung Kim, Sang‐il Oum, Christophe Paul, Ignasi Sau, Dimitrios M. Thilikos
SJR Q1AlgorithmicaOA
Computational Theory and MathematicsComputer Science
6
논문|인용수 24·2005
A holistic approach to designing energy-efficient cluster interconnects
Eun Jung Kim, Greg Link, Ki Hwan Yum, N. Vijaykrishnan, M. Kandemir, M. Irwin, Chita R. Das
SJR Q1IEEE Transactions on Computers

Designing energy-efficient clusters has recently become an important concern to make these systems economically attractive for many applications. Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire interconnect. Using a cycle-accurate simulator of an InfiniBand Architecture (IBA) compliant interconnect fabric and actual designs of its components, we investigate the energy behavior on regular an

Computer Networks and CommunicationsComputer Science
7
book chapter|인용수 21·2012
Improved Parameterized Algorithms for above Average Constraint Satisfaction
Eun Jung Kim, Ryan Williams
SJR Q2Lecture notes in computer science
Computational Theory and MathematicsComputer Science
8
논문|인용수 20·1998
Development of a serum-free medium for the production of humanized antibody from chinese hamster ovary cells using a statistical design
Eun Jung Kim, No Soo Kim, Gyun Min Lee
SJR Q2In Vitro Cellular & Developmental Biology - Animal
Molecular BiologyBiochemistry, Genetics and Molecular Biology
9
논문|인용수 19·1999
Development of a serum-free medium for dihydrofolate reductase-deficient chinese hamster ovary cells (DG44) using a statistical design: Beneficial effect of weaning of cells
Eun Jung Kim, No Soo Kim, Gyun Min Lee
SJR Q2In Vitro Cellular & Developmental Biology - Animal
Molecular BiologyBiochemistry, Genetics and Molecular Biology
10
논문|인용수 18·2021
On the tree-width of even-hole-free graphs
Pierre Aboulker, Isolde Adler, Eun Jung Kim, Ni Luh Dewi Sintiari, Nicolas Trotignon
SJR Q1European Journal of Combinatorics
Computational Theory and MathematicsComputer Science
11
논문|인용수 17·2011
Algorithms and complexity results for persuasive argumentation
Eun Jung Kim, Sebastian Ordyniak, Stefan Szeider
SJR Q1Artificial IntelligenceOA
Artificial IntelligenceComputer Science
12
논문|인용수 17·2003
Performance enhancement techniques for InfiniBand/sup TM/ Architecture
Eun Jung Kim, Ki Hwan Yum, Chita R. Das, M. Yousif, J. Duato

The InfiniBand/sup TM/ Architecture (IBA) is envisioned to be the default communication fabric for future system area networks (SAN). However, the released IBA specification outlines only higher level functionalities, leaving it open for exploring various design alternatives. In this paper we investigate four co-related techniques to provide high and predictable performance in IBA. These are: (i) using the shortest path first (SPF) algorithm for deterministic packet routing; (ii) developing a mu

Computer Networks and CommunicationsComputer Science
13
논문|인용수 13·2020
Erdős-Pósa property of chordless cycles and its applications
Eun Jung Kim, O‐joung Kwon
SJR Q1Journal of Combinatorial Theory Series BOA

A chordless cycle, or equivalently a hole, in a graph G is an induced subgraph of G which is a cycle of length at least 4. We prove that the Erdős-Pósa property holds for chordless cycles, which resolves the major open question concerning the Erdős-Pósa property. Our proof for chordless cycles is constructive: in polynomial time, one can find either k+1 vertex-disjoint chordless cycles, or c1k2log⁡k+c2 vertices hitting every chordless cycle for some constants c1 and c2. It immediately implies an

Computational Theory and MathematicsComputer Science
14
preprint|인용수 12·2022
Directed flow-augmentation
Eun Jung Kim, Stefan Kratsch, Marcin Pilipczuk, Magnus Wahlström
OA

We show a flow-augmentation algorithm in directed graphs: There exists a randomized polynomial-time algorithm that, given a directed graph G, two integers s,t ∈ V(G), and an integer k, adds (randomly) to G a number of arcs such that for every minimal st-cut Z in G of size at most k, with probability 2−poly(k) the set Z becomes a minimum st-cut in the resulting graph.

Computational Theory and MathematicsComputer Science
15
book chapter|인용수 11·2020
Flow-augmentation II: Undirected graphs
Eun Jung Kim, Stefan Kratsch, Marcin Pilipczuk, Magnus Wahlström
arXiv (Cornell University)OA

We present an undirected version of the recently introduced flow-augmentation\ntechnique: Given an undirected multigraph $G$ with distinguished vertices $s,t\n\\in V(G)$ and an integer $k$, one can in randomized $k^{O(1)} \\cdot (|V(G)| +\n|E(G)|)$ time sample a set $A \\subseteq \\binom{V(G)}{2}$ such that the\nfollowing holds: for every inclusion-wise minimal $st$-cut $Z$ in $G$ of\ncardinality at most $k$, $Z$ becomes a minimum-cardinality cut between $s$ and\n$t$ in $G+A$ (i.e., in the multi

Industrial and Manufacturing EngineeringEngineering

대표 연구 분야

Computational Theory and MathematicsComputer Networks and CommunicationsHardware and ArchitectureInformation SystemsArtificial IntelligenceRenewable Energy, Sustainability and the Environment

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