Byung-Gon Chun

92 papers A* 17A 23Misc 5Journal 26Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Garen: Reliable Cluster Management with Atomic State Reconciliation. EuroSys Mingi Kim, Ahnjae Shin, Jaewoo Maeng, Myeongjae Jeon, Byung-Gon Chun
2024	A	`conf`	Blaze: Holistic Caching for Iterative Data Processing. EuroSys Won Wook Song, Jeongyoon Eo, Taegeon Um, Myeongjae Jeon, Byung-Gon Chun
2024	A	`conf`	Maestro: The Analysis-Simulation Integrated Framework for Mixed Reality. MobiSys Jingyu Lee, Hyunsoo Kim, Minjae Kim, Byung-Gon Chun, Youngki Lee
2024	A	`conf`	Poster: Maestro: The Analysis-Simulation Integrated Framework for Mixed Reality. MobiSys Jingyu Lee, Hyunsoo Kim, Minjae Kim, Byung-Gon Chun, Youngki Lee
2023	A*	`conf`	BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models. ICML Taebum Kim, Hyoungjoo Kim, Gyeong-In Yu, Byung-Gon Chun
2023	A	`conf`	FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines. EuroSys Gyewon Lee, Jaewoo Maeng, Jinsol Park, Jangho Seo, Haeyoon Cho, Youngseok Yang, Taegeon Um, Jongsung Lee, Jae W. Lee, Byung-Gon Chun
2023	—	`conf`	Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service. EMNLP (Findings) Hyeonmin Ha, Jihye Lee, Wookje Han, Byung-Gon Chun
2023	—	`conf`	Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks. USENIX ATC Won Wook Song, Taegeon Um, Sameh Elnikety, Myeongjae Jeon, Byung-Gon Chun
2023	—	`conf`	Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning. ACL (Findings) Hyeonmin Ha, Soyoung Jung, Jinsol Park, Minjoon Seo, Seung-won Hwang, Byung-Gon Chun
2022	A	`conf`	Band: coordinated multi-DNN inference on heterogeneous mobile processors. MobiSys Joo Seong Jeong, Jingyu Lee, Donghyun Kim, Changmin Jeon, Changjin Jeong, Youngki Lee, Byung-Gon Chun
2022	J	`jnl`	Hippo: Sharing Computations in Hyper-Parameter Optimization. Proc. VLDB Endow. Ahnjae Shin, Joo Seong Jeong, Do Yoon Kim, Soyoung Jung, Byung-Gon Chun
2022	—	`conf`	OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications. APNet Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong
2022	A*	`conf`	Orca: A Distributed Serving System for Transformer-Based Generative Models. OSDI Gyeong-In Yu, Joo Seong Jeong, Geon-Woo Kim, Soojeong Kim, Byung-Gon Chun
2022	A*	`conf`	SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search. ICLR Hyeonmin Ha, Ji-Hoon Kim, Semin Park, Byung-Gon Chun
2022	—	`conf`	SWAN: WAN-aware stream processing on geographically-distributed clusters. APSys Won Wook Song, Myeongjae Jeon, Byung-Gon Chun
2022	J	`jnl`	Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs. CoRR Taebum Kim, Eunji Jeong, Geon-Woo Kim, Yunmo Koo, Sehoon Kim, Gyeong-In Yu, Byung-Gon Chun
2021	A*	`conf`	Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing. OSDI Youngseok Yang, Taesoo Kim, Byung-Gon Chun
2021	A	`conf`	Harmony: A Scheduling Framework Optimized for Multiple Distributed Machine Learning Jobs. ICDCS Woo-Yeon Lee, Yunseong Lee, Won Wook Song, Youngseok Yang, Jooyeon Kim, Byung-Gon Chun
2021	A	`conf`	Pluto: High-Performance IoT-Aware Stream Processing. ICDCS Taegeon Um, Gyewon Lee, Byung-Gon Chun
2021	—	`conf`	Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training. USENIX ATC Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyung-Geun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun
2021	A	`conf`	SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-Shot Cross-lingual Transfer. CIKM Dohyeon Lee, Jaeseong Lee, Gyewon Lee, Byung-Gon Chun, Seung-won Hwang
2021	A*	`conf`	Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs. NeurIPS Taebum Kim, Eunji Jeong, Geon-Woo Kim, Yunmo Koo, Sehoon Kim, Gyeong-In Yu, Byung-Gon Chun
2021	J	`jnl`	WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Modele. Proc. VLDB Endow. Gyeong-In Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi
2020	J	`jnl`	Accelerating Multi-Model Inference by Merging DNNs of Different Weights. CoRR Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Yunseong Lee, Byung-Gon Chun
2020	J	`jnl`	Apache Nemo: A Framework for Optimizing Distributed Data Processing. ACM Trans. Comput. Syst. Won Wook Song, Youngseok Yang, Jeongyoon Eo, Jangho Seo, Joo Yeon Kim, Sanha Lee, Gyewon Lee, Taegeon Um, Haeyoon Cho, Byung-Gon Chun
2020	J	`jnl`	Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees. CoRR Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun
2020	A*	`conf`	Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning. NeurIPS Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun
2020	J	`jnl`	Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning. CoRR Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun
2019	—	`conf`	Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies. USENIX ATC Youngseok Yang, Jeongyoon Eo, Geon-Woo Kim, Jooyeon Kim, Sanha Lee, Jangho Seo, Won Wook Song, Byung-Gon Chun
2019	A	`conf`	Automating System Configuration of Distributed Machine Learning. ICDCS Woo-Yeon Lee, Markus Weimer, Brian Cho, Byung-Gon Chun, Yunseong Lee, Joo Seong Jeong, Gyeong-In Yu, Jooyeon Kim, Hojin Park, Beomyeol Jeon, Won Wook Song, Gunhee Kim
2019	Misc	`conf`	JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs. NSDI Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun
2019	J	`jnl`	Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. CoRR Gyeong-In Yu, Saeed Amizadeh, Artidoro Pagnoni, Byung-Gon Chun, Markus Weimer, Matteo Interlandi
2019	A	`conf`	Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks. EuroSys Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun
2019	J	`jnl`	Speculative Symbolic Graph Execution of Imperative Deep Learning Programs. ACM SIGOPS Oper. Syst. Rev. Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Taebum Kim, Byung-Gon Chun
2019	J	`jnl`	Stage-based Hyper-parameter Optimization for Deep Learning. CoRR Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun
2018	J	`jnl`	From the Edge to the Cloud: Model Serving in ML.NET. IEEE Data Eng. Bull. Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Markus Weimer, Matteo Interlandi
2018	—	`conf`	High-Performance Stateful Stream Processing on Solid-State Drives. APSys Gyewon Lee, Jeongyoon Eo, Jangho Seo, Taegeon Um, Byung-Gon Chun
2018	J	`jnl`	Improving the Expressiveness of Deep Learning Frameworks with Recursion. CoRR Eunji Jeong, Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun
2018	A	`conf`	Improving the expressiveness of deep learning frameworks with recursion. EuroSys Eunji Jeong, Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun
2018	J	`jnl`	JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs. CoRR Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun
2018	A*	`conf`	PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. OSDI Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi
2018	J	`jnl`	PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. CoRR Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi
2018	J	`jnl`	Parallax: Automatic Data-Parallel Training of Deep Neural Networks. CoRR Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun
2017	J	`jnl`	Apache REEF: Retainable Evaluator Execution Framework. ACM Trans. Comput. Syst. Byung-Gon Chun, Tyson Condie, Yingda Chen, Brian Cho, Andrew Chung, Carlo Curino, Chris Douglas, Matteo Interlandi, Beomyeol Jeon, Joo Seong Jeong, Gyewon Lee, Yunseong Lee, Tony Majestro, Dahlia Malkhi, Sergiy Matusevych, Brandon Myers, Mariia Mykhailova, Shravan M. Narayanamurthy, Joseph Noor, Raghu Ramakrishnan, Sriram Rao, Russell Sears, Beysim Sezgin, Taegeon Um, Julia Wang, Markus Weimer, Youngseok Yang
2017	A	`conf`	Breaking Ad-hoc Runtime Integrity Protection Mechanisms in Android Financial Apps. AsiaCCS Taehun Kim, Hyeonmin Ha, Seoyoon Choi, Jaeyeon Jung, Byung-Gon Chun
2017	A	`conf`	Pado: A Data Processing Engine for Harnessing Transient Resources in Datacenters. EuroSys Youngseok Yang, Geon-Woo Kim, Won Wook Song, Yunseong Lee, Andrew Chung, Zhengping Qian, Brian Cho, Byung-Gon Chun
2017	—	`conf`	Scaling Up IoT Stream Processing. APSys Taegeon Um, Gyewon Lee, Sanha Lee, Kyungtae Kim, Byung-Gon Chun
2016	A*	`conf`	Collaborative analytics for data silos. ICDE Jinkyu Kim, Heonseok Ha, Byung-Gon Chun, Sungroh Yoon, Sang K. Cha
2015	—	`conf`	Characterizing Conversation Patterns in Reddit: From the Perspectives of Content Properties and User Participation Behaviors. COSN Daejin Choi, Jinyoung Han, Taejoong Chung, Yong-Yeol Ahn, Byung-Gon Chun, Ted Taekyoung Kwon
2015	A	`conf`	Elastic Memory: Bring Elasticity Back to In-Memory Big Data Analytics. HotOS Joo Seong Jeong, Woo-Yeon Lee, Yunseong Lee, Youngseok Yang, Brian Cho, Byung-Gon Chun
2015	Misc	`conf`	Making Sense of Performance in Data Analytics Frameworks. NSDI Kay Ousterhout, Ryan Rasti, Sylvia Ratnasamy, Scott Shenker, Byung-Gon Chun
2015	J	`jnl`	Mantis: Efficient Predictions of Execution Time, Energy Usage, Memory Usage and Network Usage on Smart Mobile Devices. IEEE Trans. Mob. Comput. Yongin Kwon, Sangmin Lee, Hayoon Yi, Donghyun Kwon, Seungjun Yang, Byung-Gon Chun, Ling Huang, Petros Maniatis, Mayur Naik, Yunheung Paek
2015	—	`conf`	REEF: Retainable Evaluator Execution Framework. SIGMOD Conference Markus Weimer, Yingda Chen, Byung-Gon Chun, Tyson Condie, Carlo Curino, Chris Douglas, Yunseong Lee, Tony Majestro, Dahlia Malkhi, Sergiy Matusevych, Brandon Myers, Shravan M. Narayanamurthy, Raghu Ramakrishnan, Sriram Rao, Russell Sears, Beysim Sezgin, Julia Wang
2014	A*	`conf`	Collecting, organizing, and sharing pins in pinterest: interest-driven or social-driven? SIGMETRICS Jinyoung Han, Daejin Choi, Byung-Gon Chun, Ted Taekyoung Kwon, Hyunchul Kim, Yanghee Choi
2014	Misc	`conf`	Reducing energy consumption of smartphones using user-perceived response time analysis. HotMobile Wook Song, Nosub Sung, Byung-Gon Chun, Jihong Kim
2014	J	`jnl`	TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones. ACM Trans. Comput. Syst. William Enck, Peter Gilbert, Seungyeop Han, Vasant Tendulkar, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol N. Sheth
2014	J	`jnl`	TaintDroid: an information flow tracking system for real-time privacy monitoring on smartphones. Commun. ACM William Enck, Peter Gilbert, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol Sheth
2013	—	`conf`	Mantis: Automatic Performance Prediction for Smartphone Applications. USENIX ATC Yongin Kwon, Sangmin Lee, Hayoon Yi, Donghyun Kwon, Seungjun Yang, Byung-Gon Chun, Ling Huang, Petros Maniatis, Mayur Naik, Yunheung Paek
2013	J	`jnl`	REEF: Retainable Evaluator Execution Framework. Proc. VLDB Endow. Byung-Gon Chun, Tyson Condie, Carlo Curino, Raghu Ramakrishnan, Russell Sears, Markus Weimer
2012	A*	`conf`	MegaPipe: A New Programming Interface for Scalable Network I/O. OSDI Sangjin Han, Scott Marshall, Byung-Gon Chun, Sylvia Ratnasamy
2012	A	`conf`	Mobius: unified messaging and data serving for mobile apps. MobiSys Byung-Gon Chun, Carlo Curino, Russell Sears, Alexander Shraer, Samuel Madden, Raghu Ramakrishnan
2011	A	`conf`	CloneCloud: elastic execution between mobile device and cloud. EuroSys Byung-Gon Chun, Sunghwan Ihm, Petros Maniatis, Mayur Naik, Ashwin Patti
2011	A	`conf`	Making Programs Forget: Enforcing Lifetime for Sensitive Data. HotOS Jayanthkumar Kannan, Byung-Gon Chun
2011	—	`conf`	Secure Data Preservers for Web Services. WebApps Jayanthkumar Kannan, Petros Maniatis, Byung-Gon Chun
2011	J	`jnl`	Small trusted primitives for dependable systems. ACM SIGOPS Oper. Syst. Rev. Petros Maniatis, Byung-Gon Chun
2010	J	`jnl`	A Data Capsule Framework For Web Services: Providing Flexible Data Access Control To Users CoRR Jayanthkumar Kannan, Petros Maniatis, Byung-Gon Chun
2010	J	`jnl`	An energy case for hybrid datacenters. ACM SIGOPS Oper. Syst. Rev. Byung-Gon Chun, Gianluca Iannaccone, Giuseppe Iannaccone, Randy H. Katz, Gunho Lee, Luca Niccolini
2010	J	`jnl`	CloneCloud: Boosting Mobile Device Applications Through Cloud Clone Execution CoRR Byung-Gon Chun, Sunghwan Ihm, Petros Maniatis, Mayur Naik
2010	J	`jnl`	Mantis: Predicting System Performance through Program Analysis and Modeling CoRR Byung-Gon Chun, Ling Huang, Sangmin Lee, Petros Maniatis, Mayur Naik
2010	—	`conf`	Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression. NIPS Ling Huang, Jinzhu Jia, Bin Yu, Byung-Gon Chun, Petros Maniatis, Mayur Naik
2010	A*	`conf`	TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones. OSDI William Enck, Peter Gilbert, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol Sheth
2009	A	`conf`	Augmented Smartphone Applications Through Clone Cloud Execution. HotOS Byung-Gon Chun, Petros Maniatis
2009	A	`conf`	Macroscope: end-point approach to networked application dependency discovery. CoNEXT Lucian Popa, Byung-Gon Chun, Ion Stoica, Jaideep Chandrashekar, Nina Taft
2009	A	`conf`	Minuet: Rethinking Concurrency Control in Storage Area Networks. FAST Andrey Ermolinskiy, Daekyeong Moon, Byung-Gon Chun, Scott Shenker
2009	A*	`conf`	RouteBricks: exploiting parallelism to scale software routers. SOSP Mihai Dobrescu, Norbert Egi, Katerina J. Argyraki, Byung-Gon Chun, Kevin R. Fall, Gianluca Iannaccone, Allan Knies, Maziar Manesh, Sylvia Ratnasamy
2009	A	`conf`	Tiered Fault Tolerance for Long-Term Integrity. FAST Byung-Gon Chun, Petros Maniatis, Scott Shenker, John Kubiatowicz
2008	—	`conf`	Can software routers scale? PRESTO Katerina J. Argyraki, Salman Baset, Byung-Gon Chun, Kevin R. Fall, Gianluca Iannaccone, Allan Knies, Eddie Kohler, Maziar Manesh, Sergiu Nedevschi, Sylvia Ratnasamy
2008	—	`conf`	Diverse Replication for Single-Machine Byzantine-Fault Tolerance. USENIX ATC Byung-Gon Chun, Petros Maniatis, Scott Shenker
2008	Misc	`conf`	NetComplex: A Complexity Metric for Networked System Designs. NSDI Byung-Gon Chun, Sylvia Ratnasamy, Eddie Kohler
2007	A*	`conf`	A data-oriented (and beyond) network architecture. SIGCOMM Teemu Koponen, Mohit Chawla, Byung-Gon Chun, Andrey Ermolinskiy, Kye Hyun Kim, Scott Shenker, Ion Stoica
2007	A	`conf`	Antiquity: exploiting a secure log for wide-area distributed storage. EuroSys Hakim Weatherspoon, Patrick R. Eaton, Byung-Gon Chun, John Kubiatowicz
2007	A*	`conf`	Attested append-only memory: making adversaries stick to their word. SOSP Byung-Gon Chun, Petros Maniatis, Scott Shenker, John Kubiatowicz
2007	A*	`conf`	Resolving inter-domain policy disputes. SIGCOMM Cheng Tien Ee, Vijay Ramachandran, Byung-Gon Chun, Kaushik Lakshminarayanan, Scott Shenker
2006	—	`conf`	ChunkCast: An Anycast Service for Large Content Distribution. IPTPS Byung-Gon Chun, Peter Wu, Hakim Weatherspoon, John Kubiatowicz
2006	Misc	`conf`	Efficient Replica Maintenance for Distributed Storage Systems. NSDI Byung-Gon Chun, Frank Dabek, Andreas Haeberlen, Emil Sit, Hakim Weatherspoon, M. Frans Kaashoek, John Kubiatowicz, Robert Morris
2006	—	`conf`	Proactive Replication for Data Durability. IPTPS Emil Sit, Andreas Haeberlen, Frank Dabek, Byung-Gon Chun, Hakim Weatherspoon, Robert Morris, M. Frans Kaashoek, John Kubiatowicz
2005	—	`conf`	Fixing the Embarrassing Slowness of OpenDHT on PlanetLab. WORLDS Sean C. Rhea, Byung-Gon Chun, John Kubiatowicz, Scott Shenker
2005	—	`conf`	Impact of Neighbor Selection on Performance and Resilience of Structured P2P Networks. IPTPS Byung-Gon Chun, Ben Y. Zhao, John Kubiatowicz
2004	A*	`conf`	Characterizing Selfishly Constructed Overlay Routing Networks. INFOCOM Byung-Gon Chun, Rodrigo Fonseca, Ion Stoica, John Kubiatowicz
2004	A*	`conf`	Selfish caching in distributed systems: a game-theoretic analysis. PODC Byung-Gon Chun, Kamalika Chaudhuri, Hoeteck Wee, Marco Barreno, Christos H. Papadimitriou, John Kubiatowicz
2002	J	`jnl`	Evaluation of packet scheduling algorithms in mobile ad hoc networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. Byung-Gon Chun, Mary Baker
1997	—	`conf`	Auxiliary Timeout and Selective Packet Discard Schemes to Improve TCP Performance in PCN Environment. ICC (1) Byung-Gon Chun, Byeong Gi Lee