Byung-Gon Chun

Orcid: 0000-0002-9863-7186

According to our database1, Byung-Gon Chun authored at least 86 papers between 1997 and 2024.

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Bibliography

2024
Poster: Maestro: The Analysis-Simulation Integrated Framework for Mixed Reality.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

Maestro: The Analysis-Simulation Integrated Framework for Mixed Reality.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

Blaze: Holistic Caching for Iterative Data Processing.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023
Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks.
Proceedings of the 2023 USENIX Annual Technical Conference, 2023

BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models.
Proceedings of the International Conference on Machine Learning, 2023

FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023

Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Hippo: Sharing Computations in Hyper-Parameter Optimization.
Proc. VLDB Endow., 2022

Orca: A Distributed Serving System for Transformer-Based Generative Models.
Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

Band: coordinated multi-DNN inference on heterogeneous mobile processors.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search.
Proceedings of the Tenth International Conference on Learning Representations, 2022

SWAN: WAN-aware stream processing on geographically-distributed clusters.
Proceedings of the APSys '22: 13th ACM SIGOPS Asia-Pacific Workshop on Systems, Virtual Event, Singapore, August 23, 2022

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Modele.
Proc. VLDB Endow., 2021

Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training.
Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing.
Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Pluto: High-Performance IoT-Aware Stream Processing.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Harmony: A Scheduling Framework Optimized for Multiple Distributed Machine Learning Jobs.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-Shot Cross-lingual Transfer.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Apache Nemo: A Framework for Optimizing Distributed Data Processing.
ACM Trans. Comput. Syst., 2020

Accelerating Multi-Model Inference by Merging DNNs of Different Weights.
CoRR, 2020

Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees.
CoRR, 2020

Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Speculative Symbolic Graph Execution of Imperative Deep Learning Programs.
ACM SIGOPS Oper. Syst. Rev., 2019

Stage-based Hyper-parameter Optimization for Deep Learning.
CoRR, 2019

Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach.
CoRR, 2019

Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Automating System Configuration of Distributed Machine Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks.
Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

2018
From the Edge to the Cloud: Model Serving in ML.NET.
IEEE Data Eng. Bull., 2018

Parallax: Automatic Data-Parallel Training of Deep Neural Networks.
CoRR, 2018

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Improving the expressiveness of deep learning frameworks with recursion.
Proceedings of the Thirteenth EuroSys Conference, 2018

High-Performance Stateful Stream Processing on Solid-State Drives.
Proceedings of the 9th Asia-Pacific Workshop on Systems, 2018

2017
Apache REEF: Retainable Evaluator Execution Framework.
ACM Trans. Comput. Syst., 2017

Pado: A Data Processing Engine for Harnessing Transient Resources in Datacenters.
Proceedings of the Twelfth European Conference on Computer Systems, 2017

Breaking Ad-hoc Runtime Integrity Protection Mechanisms in Android Financial Apps.
Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

Scaling Up IoT Stream Processing.
Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017

2016
Collaborative analytics for data silos.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Mantis: Efficient Predictions of Execution Time, Energy Usage, Memory Usage and Network Usage on Smart Mobile Devices.
IEEE Trans. Mob. Comput., 2015

REEF: Retainable Evaluator Execution Framework.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Making Sense of Performance in Data Analytics Frameworks.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Elastic Memory: Bring Elasticity Back to In-Memory Big Data Analytics.
Proceedings of the 15th Workshop on Hot Topics in Operating Systems, 2015

Characterizing Conversation Patterns in Reddit: From the Perspectives of Content Properties and User Participation Behaviors.
Proceedings of the 2015 ACM on Conference on Online Social Networks, 2015

2014
TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones.
ACM Trans. Comput. Syst., 2014

TaintDroid: an information flow tracking system for real-time privacy monitoring on smartphones.
Commun. ACM, 2014

Reducing energy consumption of smartphones using user-perceived response time analysis.
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

Collecting, organizing, and sharing pins in pinterest: interest-driven or social-driven?
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

2013
REEF: Retainable Evaluator Execution Framework.
Proc. VLDB Endow., 2013

Mantis: Automatic Performance Prediction for Smartphone Applications.
Proceedings of the 2013 USENIX Annual Technical Conference, 2013

2012
MegaPipe: A New Programming Interface for Scalable Network I/O.
Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012

Mobius: unified messaging and data serving for mobile apps.
Proceedings of the 10th International Conference on Mobile Systems, 2012

2011
Small trusted primitives for dependable systems.
ACM SIGOPS Oper. Syst. Rev., 2011

Secure Data Preservers for Web Services.
Proceedings of the 2nd USENIX Conference on Web Application Development, 2011

Making Programs Forget: Enforcing Lifetime for Sensitive Data.
Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

CloneCloud: elastic execution between mobile device and cloud.
Proceedings of the European Conference on Computer Systems, 2011

2010
An energy case for hybrid datacenters.
ACM SIGOPS Oper. Syst. Rev., 2010

Mantis: Predicting System Performance through Program Analysis and Modeling
CoRR, 2010

CloneCloud: Boosting Mobile Device Applications Through Cloud Clone Execution
CoRR, 2010

A Data Capsule Framework For Web Services: Providing Flexible Data Access Control To Users
CoRR, 2010

TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones.
Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
RouteBricks: exploiting parallelism to scale software routers.
Proceedings of the 22nd ACM Symposium on Operating Systems Principles 2009, 2009

Augmented Smartphone Applications Through Clone Cloud Execution.
Proceedings of HotOS'09: 12th Workshop on Hot Topics in Operating Systems, 2009

Minuet: Rethinking Concurrency Control in Storage Area Networks.
Proceedings of the 7th USENIX Conference on File and Storage Technologies, 2009

Tiered Fault Tolerance for Long-Term Integrity.
Proceedings of the 7th USENIX Conference on File and Storage Technologies, 2009

Macroscope: end-point approach to networked application dependency discovery.
Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2008
Diverse Replication for Single-Machine Byzantine-Fault Tolerance.
Proceedings of the 2008 USENIX Annual Technical Conference, 2008

Can software routers scale?
Proceedings of the ACM SIGCOMM 2008 Workshop on Programmable Routers for Extensible Services of Tomorrow, 2008

NetComplex: A Complexity Metric for Networked System Designs.
Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

2007
Attested append-only memory: making adversaries stick to their word.
Proceedings of the 21st ACM Symposium on Operating Systems Principles 2007, 2007

A data-oriented (and beyond) network architecture.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Resolving inter-domain policy disputes.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Antiquity: exploiting a secure log for wide-area distributed storage.
Proceedings of the 2007 EuroSys Conference, Lisbon, Portugal, March 21-23, 2007, 2007

2006
Efficient Replica Maintenance for Distributed Storage Systems.
Proceedings of the 3rd Symposium on Networked Systems Design and Implementation (NSDI 2006), 2006

Proactive Replication for Data Durability.
Proceedings of the 5th International workshop on Peer-To-Peer Systems, 2006

ChunkCast: An Anycast Service for Large Content Distribution.
Proceedings of the 5th International workshop on Peer-To-Peer Systems, 2006

2005
Impact of Neighbor Selection on Performance and Resilience of Structured P2P Networks.
Proceedings of the Peer-to-Peer Systems IV, 4th International Workshop, 2005

Fixing the Embarrassing Slowness of OpenDHT on PlanetLab.
Proceedings of the Second USENIX Workshop on Real, Large Distributed Systems, 2005

2004
Selfish caching in distributed systems: a game-theoretic analysis.
Proceedings of the Twenty-Third Annual ACM Symposium on Principles of Distributed Computing, 2004

Characterizing Selfishly Constructed Overlay Routing Networks.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

2002
Evaluation of packet scheduling algorithms in mobile ad hoc networks.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2002

1997
Auxiliary Timeout and Selective Packet Discard Schemes to Improve TCP Performance in PCN Environment.
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997


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