Publications


FlexCP: A Scalable Multipath TCP Proxy for Cellular Networks [Homepage]
Duckwoo Kim, YoungGyoun Moon, Jaehyun Hwang, and KyoungSoo Park
In Proceedings of the International Conference on emerging Networking EXperiments and Technologies (CoNEXT'23)
Paris, France, December 2023

Is Large MTU Beneficial to Cellular Core Networks?
Youngmin Choi, Junghan Yoon, YoungGyoun Moon, and KyoungSoo Park
In Proceedings of the 7th Asia-Pacific Workshop on Networking (APNet'23)
Hong Kong, China, June 2023

ARK: GPU-driven Code Execution for Distributed Deep Learning [Source code]
Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, and Yongqiang Xiong
In Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI'23)
Boston, MA, April 2023

Rearchitecting the TCP Stack for IO-Offloaded Content Delivery [Homepage]
Taehyun Kim, Doeondre Martin Ng, Junzhi Gong, Youngjin Kwon, Minlan Yu, and KyoungSoo Park
In Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI'23)
Boston, MA, April 2023

Scaling the Performance of Modern TLS Traffic Monitoring without Compromising the Security (Poster)
Junghan Yoon, Seunghyun Do, Duckwoo Kim, Taejoong Chung, and KyoungSoo Park
In Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI'23)
Boston, MA, April 2023

Towards GPU-driven Code Execution for Distributed Deep Learning
Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, and Yongqiang Xiong
In Proceedings of the 3rd ML for Computer Architecture and Systems (MLArchSys'22) (co-located with ISCA 2022)
June 2022 ( Awarded Best Paper)

Accelerating GNN Training with Locality-Aware Partial Execution
Taehyun Kim, Changho Hwang, KyoungSoo Park, Peng Cheng, Youshan Miao, Lingxiao Ma, Zhiqi Lin, and Yongqiang Xiong
In Proceedings of the 12th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys 2021)
August 2021 (Awarded Best Paper)

Elastic Resource Sharing for Distributed Deep Learning [Homepage]
Changho Hwang, Taehyun Kim, Sunghyun Kim, Jinwoo Shin, and KyoungSoo Park
In Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI'21)
April 2021

A Case for SmartNIC-accelerated Private Communication [source code]
Duckwoo Kim, Seungeon Lee, and KyoungSoo Park
In Proceedings of the 4th Asia-Pacific Workshop on Networking (APNet 2020)
Seoul, South Korea, August 2020

AccelTCP: Accelerating Network Applications with Stateful TCP Offloading [Homepage] [source code]
YoungGyoun Moon, Seungeon Lee, Muhammad Jamshed, and KyoungSoo Park
In Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI'20)
Santa Clara, CA, February 2020

DPX: Data-Plane eXtensions for SDN Security Service Instantiation
Taejune Park, Yeonkeun Kim, Vinod Yegneswaran, Phillip Porras, Zhaoyan Xu, KyoungSoo Park, and Seungwon Shin
In Proceedings of the 16th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA'19)
Gothenburg, Sweden, June 2019

A Case for Two-stage Inference with Knowledge Caching
Geonha Park, Changho Hwang, and KyoungSoo Park
In Proceedings of the 3rd International Workshop on Embedded and Mobile Deep Learning (EMDL'19) co-located with ACM MobiSys 2019
Seoul, South Korea, June 2019

Hyperscan: A Fast Multi-pattern Regex Matcher for Modern CPUs [source code]
Xiang Wang, Yang Hong, Harry Chang, KyoungSoo Park, Geoff Langdale, Jiayu Hu, and Heqing Zhu
In Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI'19)
Boston, MA, February 2019

Accelerating Flow Processing Middleboxes with Programmable NICs
YoungGyoun Moon, Ilwoo Park, Seungeon Lee, and KyoungSoo Park
In Proceedings of ACM Asia-Pacific Workshop on Systems (ACM APSys'18)
Jeju Island, South Korea, August 2018

Faster Greedy MAP Inference for Determinantal Point Processes
Insu Han, Prabhanjan Kambadur, KyoungSoo Park, and Jinwoo Shin
In Proceedings of the Thirty-forth International Conference on Machine Learning (ICML'17)
Sydney, Austrailia, August 2017

Confident Multiple Choice Learning
Kimin Lee, Changho Hwang, KyoungSoo Park, and Jinwoo Shin
In Proceedings of the Thirty-forth International Conference on Machine Learning (ICML'17)
Sydney, Austrailia, August 2017

Cedos: A Network Architecture and Programming Abstraction for Delay-Tolerant Mobile Apps [source code]
YoungGyoun Moon, Donghwi Kim, Younghwan Go, Yeongjin Kim, Yung Yi, Song Chong, and KyoungSoo Park
In IEEE/ACM Transactions on Networking (ToN) 25.2 (2017): 646--661. April, 2017

APUNet: Revitalizing GPU as Packet Processing Accelerator
Younghwan Go, Muhammad Jamshed, YoungGyoun Moon, Changho Hwang, and KyoungSoo Park
In Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI'17)
Boston, MA, March 2017

mOS:A Reusable Networking Stack for Flow Monitoring Middleboxes [source code]
Muhammad Jamshed, YoungGyoun Moon, Donghwi Kim, Dongsu Han, and KyoungSoo Park
In Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI'17)
Boston, MA, March 2017 (Awarded Best Paper)

DFC: Accelerating String Pattern Matchng for Network Applications
Byungkwon Choi, Jongwook Chae, Muhammad Jamshed, KyoungSoo Park, and Dongsu Han
In Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI'16)
Santa Clara, CA, March 2016

Haetae: Scaling the Performance of Network Intrusion Detection with Many-core Processors
Jaehyun Nam, Muhammad Jamshed, Byungkwon Choi, Dongsu Han, and KyoungSoo Park
In Proceedings of the 18th International Symposium on Research in Attacks, Intrusions and Defenses (RAID)
Kyoto, Japan, November 2015

A Case for a Stateful Middlebox Networking Stack (Poster)
Muhammad Jamshed, Donghwi Kim, YoungGyoun Moon, Dongsu Han, and KyoungSoo Park
In Proceedings of ACM SIGCOMM
London, England, August 2015

Why is HTTP Adaptive Streaming So Hard?
Sangwook Bae, Dahyun Jang, and KyoungSoo Park
In Proceedings of ACM Asia-Pacific Workshop on Systems (ACM APSys'15)
Tokyo, Japan, July 2015

FloSIS: A Highly Scalable Network Flow Capture System for Fast Retrieval and Storage Efficiency
Jihyung Lee, Sungryoul Lee, Junghee Lee, Yung Yi, and KyoungSoo Park
In Proceedings of the USENIX Annual Technical Conference (USENIX ATC'15)
Santa Clara, CA, July 2015

A Case for Caching Middleboxes for Scalable MMT Video Delivery
Sangwook Bae, Giyoung Nam, and KyoungSoo Park
In Proceedings of IEEE International Conference on Multimedia and Expo (ICME) Industry Track
Torino, Italy, June 2015

Scaling the Performance of Network Intrusion Detection with Many-core Processors (Poster)
Jaehyun Nam, Muhammad Jamshed, Byungkwon Choi, Dongsu Han, and KyoungSoo Park
In Proceedings of IEEE/ACM Symposium on Architecture for Networking and Communications (ANCS)
Oakland, CA, May 2015

Practicalizing Delay-Tolerant Mobile Apps with Cedos [source code]
YoungGyoun Moon, Donghwi Kim, Younghwan Go, Yeongjin Kim, Yung Yi, Song Chong, and KyoungSoo Park
In Proceedings of the 13th International Conference on Mobile Systems, Applications and Services (ACM MobiSys'15)
Florence, Italy, May 2015

Analyzing the Effectiveness of Content Delivery Network Interconnection of 3G Cellular Traffic
Giyoung Nam and KyoungSoo Park
In Proceedings of the 9th International Conference on Future Internet Technologies (CFI'14)
Tokyo, Japan, June 2014 (Awarded Best Paper)

mTCP: a Highly Scalable User-level TCP Stack for Multicore Systems [source code]
EunYoung Jeong, Shinae Woo, Muhammad Jamshed, Haewon Jeong, Sunghwan Ihm, Dongsu Han, and KyoungSoo Park
In Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation (NSDI'14)
Seattle, WA, April 2014 (Community Award)

Towards an Open Middlebox Platform for Modular Function Composition (Poster)
Shinae Woo, Keon Jang, Dongsu Han, and KyoungSoo Park
In Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation (NSDI'14)
Seattle, WA, April 2014

Effective Content-based Video Caching with Cache-friendly Encoding and Media-Aware Chunking
Sangwook Bae, Giyoung Nam, and KyoungSoo Park
In Proceedings of the ACM Multimedia Systems Conference (ACM MMSys'14)
Singapore, March 2014

Gaining Control of Cellular Traffic Accounting by Spurious TCP Retransmission
Younghwan Go, Jongil Won, Denis Foo Kune, EunYoung Jeong, Yongdae Kim, and KyoungSoo Park
In Proceedings of the 21st Annual Network and Distributed System Security Symposium (NDSS'14)
San Diego, CA, February 2014

Balancing between Power Efficiency and High Performance on Software-based Intrusion Detection System (Poster)
Muhammad Jamshed, Jaehyun Nam, Byungkwon Choi, Dongsu Han, and KyoungSoo Park
In Proceedings of the 21st Annual Network and Distributed System Security Symposium (NDSS'14)
San Diego, CA, February 2014

Impact of Malicious TCP Retransmission on Cellular Traffic Accounting
Younghwan Go, Denis Foo Kune, Shinae Woo, KyoungSoo Park, and Yongdae Kim
In Proceedings of ACM S3 Workshop (S3 2013)
Miami, FL, September 2013 (Awarded Best Paper)

Comparison of Caching Strategies in Modern Cellular Backhaul Networks
Shinae Woo, Eunyoung Jeong, Shinjo Park, Jongmin Lee, Sunghwan Ihm, and KyoungSoo Park
In Proceedings of the 11th International Conference on Mobile Systems, Applications, and Services (ACM MobiSys'13)
Taipei, Taiwan, June 2013

Meeting the Real-time Constraints with Standard Ethernet in an In-Vehicle Network
Youngwoo Lee and KyoungSoo Park
In Proceedings of the IEEE Intelligent Vehicles Symposium (IEEE IV'13)
Gold Coast, Austrailia, June 2013

Towards Accurate Accounting of Cellular Data for TCP Retransmission
Younghwan Go, Denis Foo Kune, Shinae Woo, KyoungSoo Park, and Yongdae Kim
In Proceedings of the 14th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile'13)
Jekyll Island, GA, February 2013

Scalable TCP Session Monitoring with Symmetric Receive-side Scaling
Shinae Woo and KyoungSoo Park
KAIST Technical Report, 2012

Kargus: a Highly-scalable Software-based Intrusion Detection System
Muhammad Jamshed Jihyung Lee, Sangwoo Moon, Insu Yun, Deokjin Kim, Sungryoul Lee, Yung Yi, and KyoungSoo Park
In Proceedings of the 19th ACM Conference on Computer and Communications Security (CCS'12)
Raleigh, NC, Octobor 2012

The Power of Batching in the Click Modular Router
Joongi Kim, Seonggu Huh, Keon Jang, KyoungSoo Park, and Sue Moon
In Proceedings of the ACM Asia-Pacific Workshop on Systems (ApSys 2012)
Seoul, Korea, July 2012

Server-assisted Latency Management for Wide-area Distributed Systems
Wonho Kim, KyoungSoo Park, and Vivek S. Pai.
In Proceedings of the USENIX Annual Technical Conference (USENIX '12)
Boston, MA, June 2012

A Disruption-tolerant Transmission Protocol for Practical Mobile Data Offloading
Younghwan Go, YoungGyoun Moon, Giyoung Nam, and KyoungSoo Park
In Proceedings of the third ACM International Workshop on Mobile Opportunistic Networks (MobiOpp'12)
Zürich, Swiss, March 2012

SSLShader: Cheap SSL Acceleration with Commodity Processors
Keon Jang, Sangjin Han, Seungyeop Han, Sue Moon, and KyoungSoo Park
In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI '11)
Boston, MA, March 2011

Accelerating SSL with GPUs
Keon Jang, Sangjin Han, Seungyeop Han, Sue Moon, and KyoungSoo Park
In ACM Computer Communication Review volume 41, number 1, pages 135-136, January 2011
From the SIGCOMM 2010 poster session (Awarded Best Poster)

Dynamic Forwarding Table Management for High-speed GPU-based Software Routers (poster)
Joongi Kim, Sangjin Han, Keon Jang, KyoungSoo Park, Sue Moon
In the USENIX Symposium on Operating Systems Design and Implementation (OSDI) poster session
Vancouver, Canada, October 2010

PacketShader: a GPU-accelerated Software Router
Sangjin Han, Keon Jang, KyoungSoo Park, and Sue Moon
In Proceedings of ACM SIGCOMM 2010
New Delhi, India, August 2010

Suppressing Bot Traffic with Accurate Human Attestation
Muhammad Jamshed, Wonho Kim, and KyoungSoo Park
In Proceedings of the First ACM Asia-Pacific Workshop on Systems (ApSys 2010)
In conjunction with SIGCOMM 2010
New Delhi, India, August 2010

First-Class Access For Developing-World Environments
Vivek S. Pai, Anirudh Badam, Sunghwan Ihm, and KyoungSoo Park
In Proceedings of the 5th International Conference on Future Internet Technologies (CFI 2010)
Seoul, Korea, June 2010

Towards Understanding Developing World Traffic
Sunghwan Ihm, KyoungSoo Park, and Vivek S. Pai
In Proceedings of the 4th ACM Workshop on Networked Systems for Developing Regions (NSDR '10)
San Francisco, CA, June 2010

Wide-area Network Acceleration for the Developing World
Sunghwan Ihm, KyoungSoo Park, and Vivek S. Pai
In Proceedings of the USENIX Annual Technical Conference (USENIX '10)
Boston, MA, June 2010

2009 or earlier

First-class Access for Developing-World Environments
Vivek S. Pai, Anirudh Badam, Sunghwan Ihm and KyoungSoo Park
CCC Workshop on Computer Science and Global Development
Berkeley, CA, August 2009

HashCache: Cache Storage for the Next Billion
Anirudh Badam, KyoungSoo Park, Vivek S. Pai and Larry Peterson
In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI '09)
Boston, MA, April 2009

Supporting Practical Content-Addressable Caching with CZIP Compression
KyoungSoo Park, Sunghwan Ihm, Mic Bowman and Vivek S. Pai
In Proceedings of the USENIX Annual Technical Conference: Systems Practice & Experience Track (USENIX '07)
Santa Clara, CA, June 2007

Securing Web Service by Automatic Robot Detection
KyoungSoo Park, Vivek S. Pai, Kang-Won Lee and Seraphin Calo
In Proceedings of the USENIX Annual Technical Conference: Systems Practice & Experience Track (USENIX '06)
Boston, MA, June 2006

Scale and Performance in the CoBlitz Large-File Distribution Service
KyoungSoo Park and Vivek S. Pai
In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI '06)
San Jose, CA, May 2006
Invited to the USENIX ;login: Magazine, August 2006, Volume 31, Number 4!

Connection Conditioning: Architecture-Independent Support for Simple, Robust Servers
KyoungSoo Park and Vivek S. Pai
In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI '06)
San Jose, CA, May 2006

CoMon: A Mostly-Scalable Monitoring System for PlanetLab
KyoungSoo Park and Vivek S. Pai
In ACM SIGOPS Operating Systems Review, Special Issue on PlanetLab
January 2006

(Re)Design Considerations for Scalable Large-File Content Distribution
Brian Biskeborn, Michael Golightly, KyoungSoo Park and Vivek S. Pai
In Proceedings of the USENIX Workshop on Real, Large Distributed Systems (WORLDS '05)
San Francisco, CA, December 2005

Deploying Large File Transfer on an HTTP Content Distribution Network
KyoungSoo Park and Vivek S. Pai
In Proceedings of the USENIX Workshop on Real, Large Distributed Systems (WORLDS '04)
San Francisco, CA, December 2004

CoDNS: Improving DNS Performance and Reliability via Cooperative Lookups
KyoungSoo Park, Vivek S. Pai, Larry Peterson and Zhe Wang
In Proceedings of the USENIX Symposium on Operating Systems Design and Implementation (OSDI '04)
San Francisco, CA, December 2004

Reliability and Security in the CoDeeN Content Distribution Network
Limin Wang, KyoungSoo Park, Ruoming Pang, Vivek S. Pai, and Larry Peterson
In Proceedings of the USENIX 2004 Annual Technical Conference (USENIX '04)

The Dark Side of the Web: An Open Proxy's View
Vivek S. Pai, Limin Wang, KyoungSoo Park, Ruoming Pang, and Larry Peterson
In Proceedings of the ACM SIGCOMM Workshop on Hot Topics in Networking (HotNets-II)
Cambridge, MA, November 2003