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권영진 교수

Youngjin Kwon

KAIST 전산학부 · 컴퓨터과학

연구실 소개

권영진 교수의 연구실은 현대 데이터센터와 시스템 아키텍처의 핵심 과제인 메모리 및 스토리지 성능 최적화를 중심으로 연구를 진행하고 있습니다. 특히, 대용량 메모리 환경에서의 주소 번역 효율성 향상, 다층 스토리지 아키텍처에서의 저지연·고스루풋 처리, 그리고 분산 파일 시스템의 CPU 오버헤드 문제 해결을 위한 스마트NIC 기반 오프로드 기술에 초점을 맞추고 있습니다. 또한, 실시간 성능 요구가 높은 서비스 환경에서의 자원 공유와 성능 간섭 문제를 해결하기 위한 혁신적인 자원 관리 기법 개발도 함께 진행하고 있습니다.

스토리지 성능대용량 메모리스마트NIC분산 파일 시스템자원 공유 최적화

연구 현황

논문 수
86
총 인용 수
937
최근 5년 논문
28
주요 분야
컴퓨터과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
28총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
71총합
20222023202420252026

주요 논문

15
1
논문|인용수 167·2017
Strata
Youngjin Kwon, Henrique Fingler, Tyler Hunt, Simon Peter, Emmett Witchel, Thomas E. Anderson
OA

Current hardware and application storage trends put immense pressure on the operating system's storage subsystem. On the hardware side, the market for storage devices has diversified to a multi-layer storage topology spanning multiple orders of magnitude in cost and performance. Above the file system, applications increasingly need to process small, random IO on vast data sets with low latency, high throughput, and simple crash consistency. File systems designed for a single storage layer cannot

Computer Networks and CommunicationsComputer Science
2
논문|인용수 130·2016
Coordinated and efficient huge page management with ingens
Youngjin Kwon, Hangchen Yu, Simon Peter, Christopher J. Rossbach, Emmett Witchel
Operating Systems Design and Implementation

Modern computing is hungry for RAM, with today's enormous capacities eagerly consumed by diverse workloads. Hardware address translation overheads have grown with memory capacity, motivating hardware manufacturers to provide TLBs with thousands of entries for large page sizes (called huge pages). Operating systems and hypervisors support huge pages with a hodge-podge of best-effort algorithms and spot fixes that made sense for architectures with limited huge page support, but the time has come f

Hardware and ArchitectureComputer Science
3
논문|인용수 81·2021
LineFS
Jongyul Kim, Insu Jang, Waleed Reda, Jaeseong Im, Marco Canini, Dejan Kostić, Youngjin Kwon, Simon Peter, Emmett Witchel
OA

In multi-tenant systems, the CPU overhead of distributed file systems (DFSes) is increasingly a burden to application performance. CPU and memory interference cause degraded and unstable application and storage performance, in particular for operation latency. Recent client-local DFSes for persistent memory (PM) accelerate this trend. DFS offload to SmartNICs is a promising solution to these problems, but it is challenging to fit the complex demands of a DFS onto simple SmartNIC processors locat

Computer Networks and CommunicationsComputer Science
4
논문|인용수 57·2018
PerfIso: performance isolation for commercial latency-sensitive services
Călin Iorgulescu, Reza Azimi, Youngjin Kwon, Sameh Elnikety, Manoj Syamala, Vivek Narasayya, Herodotos Herodotou, Paulo Tomita, Alex Chen, Jack Zhang, Junhua Wang
Infoscience (Ecole Polytechnique Fédérale de Lausanne)OA

Large commercial latency-sensitive services, such as web search, run on dedicated clusters provisioned for peak load to ensure responsiveness and tolerate data center outages. As a result, the average load is far lower than the peak load used for provisioning, leading to resource under-utilization. The idle resources can be used to run batch jobs, completing useful work and reducing overall data center provisioning costs. However, this is challenging in practice due to the complexity and stringe

Information SystemsComputer Science
5
논문|인용수 34·2020
Perforated Page: Supporting Fragmented Memory Allocation for Large Pages
Chang Hyun Park, Sang-Hoon Cha, Bo-Kyeong Kim, Youngjin Kwon, David Black-Schaffer, Jaehyuk Huh
OA

The availability of large pages has dramatically improved the efficiency of address translation for applications that use large contiguous regions of memory. However, large pages can be difficult to allocate due to fragmented memory, non-movable pages, or the need to split a large page into regular pages when part of the large page is forced to have a different permission status from the rest of the page. Furthermore, they can also be expensive due to memory bloating caused by sparse accesses to

Hardware and ArchitectureComputer Science
6
논문|인용수 34·2008
Fault location algorithm based on cross correlation method for HVDC cable lines
Youngjin Kwon, Sang-Hee Kang, Dong-Gyu Lee, Hyung-Kyu Kim

In this paper, a fault location algorithm using travelling waves and a cross correlation method is proposed for HVDC cable lines. The arriving instants of the first fault-induced transient backward travelling wave and its subsequent reflected wave can be detected by using a cross correlation method. The fault distance is estimated by using the time difference between the two instants of incident waves and the velocity of the travelling wave. Because the fault-induced backward wave is much simila

Control and Systems EngineeringEngineering
7
논문|인용수 31·2011
Virtualizing performance asymmetric multi-core systems
Youngjin Kwon, Changdae Kim, Seungryoul Maeng, Jaehyuk Huh

Performance-asymmetric multi-cores consist of heterogeneous cores, which support the same ISA, but have different computing capabilities. To maximize the throughput of asymmetric multi-core systems, operating systems are responsible for scheduling threads to different types of cores. However, system virtualization poses a challenge for such asymmetric multi-cores, since virtualization hides the physical heterogeneity from guest operating systems. In this paper, we explore the design space of hyp

Hardware and ArchitectureComputer Science
8
논문|인용수 26·2016
Sego
Youngjin Kwon, Alan M. Dunn, Michael Z. Lee, Owen S. Hofmann, Yuanzhong Xu, Emmett Witchel
OA

Sego is a hypervisor-based system that gives strong privacy and integrity guarantees to trusted applications, even when the guest operating system is compromised or hostile. Sego verifies operating system services, like the file system, instead of replacing them. By associating trusted metadata with user data across all system devices, Sego verifies system services more efficiently than previous systems, especially services that depend on data contents. We extensively evaluate Sego's performance

Artificial IntelligenceComputer Science
9
논문|인용수 19·2017
Ingens
Youngjin Kwon, Hangchen Yu, Simon Peter, Christopher J. Rossbach, Emmett Witchel
SJR Q3ACM SIGOPS Operating Systems Review

Memory capacity and demand have grown hand in hand in recent years. However, overheads for memory virtualization, in particular for address translation, grow with memory capacity as well, motivating hardware manufacturers to provide TLBs with thousands of entries for larger pages, or huge pages. Current OSes and hypervisors support huge pages with a hodge-podge of best-effort algorithms and spot fixes that make less and less sense as architectural support for huge pages matures. The time has com

Information SystemsComputer Science
10
논문|인용수 14·1971
Behavior of biharmonic functions on Wiener's and Royden's compactifications
Youngjin Kwon, Leo Sario, Bertram Walsh
SJR Q1Annales de l’institut FourierOA

Let <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>R</mml:mi> </mml:math> be a smooth Riemannian manifold of finite volume, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>Δ</mml:mi> </mml:math> its Laplace (-Beltrami) operator. Canonical direct-sum decompositions of certain subspaces of the Wiener and Royden algebras of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>R</mml:mi> </mml:math> are found, and for biharmonic functions (those for

Computational Theory and MathematicsComputer Science
11
논문|인용수 7·2016
Sego
Youngjin Kwon, Alan M. Dunn, Michael Z. Lee, Owen S. Hofmann, Yuanzhong Xu, Emmett Witchel
ACM SIGARCH Computer Architecture News

Sego is a hypervisor-based system that gives strong privacy and integrity guarantees to trusted applications, even when the guest operating system is compromised or hostile. Sego verifies operating system services, like the file system, instead of replacing them. By associating trusted metadata with user data across all system devices, Sego verifies system services more efficiently than previous systems, especially services that depend on data contents. We extensively evaluate Sego's performance

Artificial IntelligenceComputer Science
12
논문|인용수 5·1971
Bounded Energy-Finite Solutions of Δu = Pu on a Riemannian Manifold
Youngjin Kwon, Leo Sario, Joel L. Schiff
SJR Q1Nagoya Mathematical JournalOA

1. The classification of Riemann surfaces with respect to the equation Δu = Pu ( P ≥ 0, P ≢ 0) was initiated by Ozawa [13] and further developed by L. Myrberg [8, 9], Royden [14], Nakai [10, 11], Sario-Nakai [15], Nakai-Sario [12], Glasner-Katz [3], and Kwon-Sario [7].

Condensed Matter PhysicsPhysics and Astronomy
13
논문|인용수 4·2016
Sego
Youngjin Kwon, Alan M. Dunn, Michael Z. Lee, Owen S. Hofmann, Yuanzhong Xu, Emmett Witchel
SJR Q3ACM SIGOPS Operating Systems ReviewOA

Sego is a hypervisor-based system that gives strong privacy and integrity guarantees to trusted applications, even when the guest operating system is compromised or hostile. Sego verifies operating system services, like the file system, instead of replacing them. By associating trusted metadata with user data across all system devices, Sego verifies system services more efficiently than previous systems, especially services that depend on data contents. We extensively evaluate Sego's performance

Artificial IntelligenceComputer Science
14
논문|인용수 4·1971
The P-Harmonic Boundary and Energy-Finite Solutions of Δu = Pu
Youngjin Kwon, Leo Sario, Joel L. Schiff
SJR Q1Nagoya Mathematical JournalOA

The P -harmonic boundary Δ P and the P -singular point s of a Riemannian manifold R have been shown to play an important role in the study of bounded energy-finite solutions of Δu = Pu (Nakai-Sario [7], Kwon-Sario [4], Kwon-Sario-Schiff [5]). The objective of the present paper is to establish, in terms of Δ P and s, properties of unbounded energy-finite solutions ( PE -functions) and of limits of decreasing sequences of positive PE -functions ( -functions). Also, PE- and -minimal functions will

Applied MathematicsMathematics
15
논문|인용수 3·2010
A phasor estimation algorithm for a decaying AC component
Youngjin Kwon, Wan-Seok Song, Sang-Hee Kang, Dong-Gyu Lee

Conventional phasor estimation methods can causes error if the envelope of the signal is changed according to time. In this paper, a modified dynamic phasor estimation method was proposed to overcome the disadvantages of conventional phasor estimation methods. To evaluate the performance of the proposed method, a fault location algorithm which uses the proposed phasor estimation method was tested over varying fault distances and fault resistances. The fault location result using the proposed pha

Control and Systems EngineeringEngineering

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Computer Networks and CommunicationsArtificial IntelligenceInformation SystemsHardware and ArchitectureControl and Systems EngineeringElectrical and Electronic Engineering

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