Byung-Gon Chun

According to our database, Byung-Gon Chun authored at least 84 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of three.
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2024

Blaze: Holistic Caching for Iterative Data Processing.

Won Wook Song, Jeongyoon Eo, Taegeon Um, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks.

Won Wook Song, Taegeon Um, Sameh Elnikety, Myeongjae Jeon, Byung-Gon Chun

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models.

Taebum Kim, Hyoungjoo Kim, Gyeong-In Yu, Byung-Gon Chun

Proceedings of the International Conference on Machine Learning, 2023

FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines.

Gyewon Lee, Jaewoo Maeng, Jinsol Park, Jangho Seo, Haeyoon Cho, Youngseok Yang, Taegeon Um, Jongsung Lee, Jae W. Lee, Byung-Gon Chun

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.

Hyeonmin Ha, Jihye Lee, Wookje Han, Byung-Gon Chun

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.

Hyeonmin Ha, Soyoung Jung, Jinsol Park, Minjoon Seo, Seung-won Hwang, Byung-Gon Chun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Hippo: Sharing Computations in Hyper-Parameter Optimization.

Ahnjae Shin, Joo Seong Jeong, Do Yoon Kim, Soyoung Jung, Byung-Gon Chun

Proc. VLDB Endow., 2022

Orca: A Distributed Serving System for Transformer-Based Generative Models.

Gyeong-In Yu, Joo Seong Jeong, Geon-Woo Kim, Soojeong Kim, Byung-Gon Chun

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

Band: coordinated multi-DNN inference on heterogeneous mobile processors.

Joo Seong Jeong, Jingyu Lee, Donghyun Kim, Changmin Jeon, Changjin Jeong, Youngki Lee, Byung-Gon Chun

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.

Hyeonmin Ha, Ji-Hoon Kim, Semin Park, Byung-Gon Chun

Proceedings of the Tenth International Conference on Learning Representations, 2022

SWAN: WAN-aware stream processing on geographically-distributed clusters.

Won Wook Song, Myeongjae Jeon, Byung-Gon Chun

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.

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021

WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Modele.

Gyeong-In Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi

Proc. VLDB Endow., 2021

Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training.

Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyung-Geun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing.

Youngseok Yang, Taesoo Kim, Byung-Gon Chun

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs.

Taebum Kim, Eunji Jeong, Geon-Woo Kim, Yunmo Koo, Sehoon Kim, Gyeong-In Yu, Byung-Gon Chun

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.

Taegeon Um, Gyewon Lee, Byung-Gon Chun

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Harmony: A Scheduling Framework Optimized for Multiple Distributed Machine Learning Jobs.

Woo-Yeon Lee, Yunseong Lee, Won Wook Song, Youngseok Yang, Jooyeon Kim, Byung-Gon Chun

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.

Dohyeon Lee, Jaeseong Lee, Gyewon Lee, Byung-Gon Chun, Seung-won Hwang

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.

Won Wook Song, Youngseok Yang, Jeongyoon Eo, Jangho Seo, Joo Yeon Kim, Sanha Lee, Gyewon Lee, Taegeon Um, Haeyoon Cho, Byung-Gon Chun

ACM Trans. Comput. Syst., 2020

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

Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Yunseong Lee, Byung-Gon Chun

CoRR, 2020

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

Ahnjae Shin, Do Yoon Kim, Joo Seong Jeong, Byung-Gon Chun

CoRR, 2020

Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning.

Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun

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.

Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Taebum Kim, Byung-Gon Chun

ACM SIGOPS Oper. Syst. Rev., 2019

Stage-based Hyper-parameter Optimization for Deep Learning.

Ahnjae Shin, Dongjin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun

CoRR, 2019

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

Gyeong-In Yu, Saeed Amizadeh, Artidoro Pagnoni, Byung-Gon Chun, Markus Weimer, Matteo Interlandi

CoRR, 2019

Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies.

Youngseok Yang, Jeongyoon Eo, Geon-Woo Kim, Jooyeon Kim, Sanha Lee, Jangho Seo, Won Wook Song, Byung-Gon Chun

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs.

Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dongjin Shin, Byung-Gon Chun

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Automating System Configuration of Distributed Machine Learning.

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

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks.

Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun

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.

Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Markus Weimer, Matteo Interlandi

IEEE Data Eng. Bull., 2018

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

Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun

CoRR, 2018

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems.

Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Improving the expressiveness of deep learning frameworks with recursion.

Eunji Jeong, Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun

Proceedings of the Thirteenth EuroSys Conference, 2018

High-Performance Stateful Stream Processing on Solid-State Drives.

Gyewon Lee, Jeongyoon Eo, Jangho Seo, Taegeon Um, Byung-Gon Chun

Proceedings of the 9th Asia-Pacific Workshop on Systems, 2018

2017

Apache REEF: Retainable Evaluator Execution Framework.

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

ACM Trans. Comput. Syst., 2017

Pado: A Data Processing Engine for Harnessing Transient Resources in Datacenters.

Youngseok Yang, Geon-Woo Kim, Won Wook Song, Yunseong Lee, Andrew Chung, Zhengping Qian, Brian Cho, Byung-Gon Chun

Proceedings of the Twelfth European Conference on Computer Systems, 2017

Breaking Ad-hoc Runtime Integrity Protection Mechanisms in Android Financial Apps.

Taehun Kim, Hyeonmin Ha, Seoyoon Choi, Jaeyeon Jung, Byung-Gon Chun

Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

Scaling Up IoT Stream Processing.

Taegeon Um, Gyewon Lee, Sanha Lee, Kyungtae Kim, Byung-Gon Chun

Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017

2016

Collaborative analytics for data silos.

Jinkyu Kim, Heonseok Ha, Byung-Gon Chun, Sungroh Yoon, Sang K. Cha

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.

Yongin Kwon, Sangmin Lee, Hayoon Yi, Donghyun Kwon, Seungjun Yang, Byung-Gon Chun, Ling Huang, Petros Maniatis, Mayur Naik, Yunheung Paek

IEEE Trans. Mob. Comput., 2015

REEF: Retainable Evaluator Execution Framework.

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

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.

Kay Ousterhout, Ryan Rasti, Sylvia Ratnasamy, Scott Shenker, Byung-Gon Chun

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Elastic Memory: Bring Elasticity Back to In-Memory Big Data Analytics.

Joo Seong Jeong, Woo-Yeon Lee, Yunseong Lee, Youngseok Yang, Brian Cho, Byung-Gon Chun

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.

Daejin Choi, Jinyoung Han, Taejoong Chung, Yong-Yeol Ahn, Byung-Gon Chun, Ted Taekyoung Kwon

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.

William Enck, Peter Gilbert, Seungyeop Han, Vasant Tendulkar, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol N. Sheth

ACM Trans. Comput. Syst., 2014

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

William Enck, Peter Gilbert, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol Sheth

Commun. ACM, 2014

Reducing energy consumption of smartphones using user-perceived response time analysis.

Wook Song, Nosub Sung, Byung-Gon Chun, Jihong Kim

Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

Collecting, organizing, and sharing pins in pinterest: interest-driven or social-driven?

Jinyoung Han, Daejin Choi, Byung-Gon Chun, Ted Taekyoung Kwon, Hyunchul Kim, Yanghee Choi

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

2013

REEF: Retainable Evaluator Execution Framework.

Byung-Gon Chun, Tyson Condie, Carlo Curino, Raghu Ramakrishnan, Russell Sears, Markus Weimer

Proc. VLDB Endow., 2013

Mantis: Automatic Performance Prediction for Smartphone Applications.

Yongin Kwon, Sangmin Lee, Hayoon Yi, Donghyun Kwon, Seungjun Yang, Byung-Gon Chun, Ling Huang, Petros Maniatis, Mayur Naik, Yunheung Paek

Proceedings of the 2013 USENIX Annual Technical Conference, 2013

2012

MegaPipe: A New Programming Interface for Scalable Network I/O.

Sangjin Han, Scott Marshall, Byung-Gon Chun, Sylvia Ratnasamy

Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012

Mobius: unified messaging and data serving for mobile apps.

Byung-Gon Chun, Carlo Curino, Russell Sears, Alexander Shraer, Samuel Madden, Raghu Ramakrishnan

Proceedings of the 10th International Conference on Mobile Systems, 2012

2011

Small trusted primitives for dependable systems.

Petros Maniatis, Byung-Gon Chun

ACM SIGOPS Oper. Syst. Rev., 2011

Secure Data Preservers for Web Services.

Jayanthkumar Kannan, Petros Maniatis, Byung-Gon Chun

Proceedings of the 2nd USENIX Conference on Web Application Development, 2011

Making Programs Forget: Enforcing Lifetime for Sensitive Data.

Jayanthkumar Kannan, Byung-Gon Chun

Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

CloneCloud: elastic execution between mobile device and cloud.

Byung-Gon Chun, Sunghwan Ihm, Petros Maniatis, Mayur Naik, Ashwin Patti

Proceedings of the European Conference on Computer Systems, 2011

2010

An energy case for hybrid datacenters.

Byung-Gon Chun, Gianluca Iannaccone, Giuseppe Iannaccone, Randy H. Katz, Gunho Lee, Luca Niccolini

ACM SIGOPS Oper. Syst. Rev., 2010

Mantis: Predicting System Performance through Program Analysis and Modeling

Byung-Gon Chun, Ling Huang, Sangmin Lee, Petros Maniatis, Mayur Naik

CoRR, 2010

CloneCloud: Boosting Mobile Device Applications Through Cloud Clone Execution

Byung-Gon Chun, Sunghwan Ihm, Petros Maniatis, Mayur Naik

CoRR, 2010

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

Jayanthkumar Kannan, Petros Maniatis, Byung-Gon Chun

CoRR, 2010

TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones.

William Enck, Peter Gilbert, Byung-Gon Chun, Landon P. Cox, Jaeyeon Jung, Patrick D. McDaniel, Anmol Sheth

Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression.

Ling Huang, Jinzhu Jia, Bin Yu, Byung-Gon Chun, Petros Maniatis, Mayur Naik

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.

Mihai Dobrescu, Norbert Egi, Katerina J. Argyraki, Byung-Gon Chun, Kevin R. Fall, Gianluca Iannaccone, Allan Knies, Maziar Manesh, Sylvia Ratnasamy

Proceedings of the 22nd ACM Symposium on Operating Systems Principles 2009, 2009

Augmented Smartphone Applications Through Clone Cloud Execution.

Byung-Gon Chun, Petros Maniatis

Proceedings of HotOS'09: 12th Workshop on Hot Topics in Operating Systems, 2009

Minuet: Rethinking Concurrency Control in Storage Area Networks.

Andrey Ermolinskiy, Daekyeong Moon, Byung-Gon Chun, Scott Shenker

Proceedings of the 7th USENIX Conference on File and Storage Technologies, 2009

Tiered Fault Tolerance for Long-Term Integrity.

Byung-Gon Chun, Petros Maniatis, Scott Shenker, John Kubiatowicz

Proceedings of the 7th USENIX Conference on File and Storage Technologies, 2009

Macroscope: end-point approach to networked application dependency discovery.

Lucian Popa, Byung-Gon Chun, Ion Stoica, Jaideep Chandrashekar, Nina Taft

Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2008

Diverse Replication for Single-Machine Byzantine-Fault Tolerance.

Byung-Gon Chun, Petros Maniatis, Scott Shenker

Proceedings of the 2008 USENIX Annual Technical Conference, 2008

Can software routers scale?

Katerina J. Argyraki, Salman Baset, Byung-Gon Chun, Kevin R. Fall, Gianluca Iannaccone, Allan Knies, Eddie Kohler, Maziar Manesh, Sergiu Nedevschi, Sylvia Ratnasamy

Proceedings of the ACM SIGCOMM 2008 Workshop on Programmable Routers for Extensible Services of Tomorrow, 2008

NetComplex: A Complexity Metric for Networked System Designs.

Byung-Gon Chun, Sylvia Ratnasamy, Eddie Kohler

Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

2007

Attested append-only memory: making adversaries stick to their word.

Byung-Gon Chun, Petros Maniatis, Scott Shenker, John Kubiatowicz

Proceedings of the 21st ACM Symposium on Operating Systems Principles 2007, 2007

A data-oriented (and beyond) network architecture.

Teemu Koponen, Mohit Chawla, Byung-Gon Chun, Andrey Ermolinskiy, Kye Hyun Kim, Scott Shenker, Ion Stoica

Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Resolving inter-domain policy disputes.

Cheng Tien Ee, Vijay Ramachandran, Byung-Gon Chun, Kaushik Lakshminarayanan, Scott Shenker

Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Antiquity: exploiting a secure log for wide-area distributed storage.

Hakim Weatherspoon, Patrick R. Eaton, Byung-Gon Chun, John Kubiatowicz

Proceedings of the 2007 EuroSys Conference, Lisbon, Portugal, March 21-23, 2007, 2007

2006

Efficient Replica Maintenance for Distributed Storage Systems.

Byung-Gon Chun, Frank Dabek, Andreas Haeberlen, Emil Sit, Hakim Weatherspoon, M. Frans Kaashoek, John Kubiatowicz, Robert Tappan Morris

Proceedings of the 3rd Symposium on Networked Systems Design and Implementation (NSDI 2006), 2006

Proactive Replication for Data Durability.

Emil Sit, Andreas Haeberlen, Frank Dabek, Byung-Gon Chun, Hakim Weatherspoon, Robert Tappan Morris, M. Frans Kaashoek, John Kubiatowicz

Proceedings of the 5th International workshop on Peer-To-Peer Systems, 2006

ChunkCast: An Anycast Service for Large Content Distribution.

Byung-Gon Chun, Peter Wu, Hakim Weatherspoon, John Kubiatowicz

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.

Byung-Gon Chun, Ben Y. Zhao, John Kubiatowicz

Proceedings of the Peer-to-Peer Systems IV, 4th International Workshop, 2005

Fixing the Embarrassing Slowness of OpenDHT on PlanetLab.

Sean C. Rhea, Byung-Gon Chun, John Kubiatowicz, Scott Shenker

Proceedings of the Second USENIX Workshop on Real, Large Distributed Systems, 2005

2004

Selfish caching in distributed systems: a game-theoretic analysis.

Byung-Gon Chun, Kamalika Chaudhuri, Hoeteck Wee, Marco Barreno, Christos H. Papadimitriou, John Kubiatowicz

Proceedings of the Twenty-Third Annual ACM Symposium on Principles of Distributed Computing, 2004

Characterizing Selfishly Constructed Overlay Routing Networks.

Byung-Gon Chun, Rodrigo Fonseca, Ion Stoica, John Kubiatowicz

Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

2002

Evaluation of packet scheduling algorithms in mobile ad hoc networks.

Byung-Gon Chun, Mary Baker

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2002

1997

Auxiliary Timeout and Selective Packet Discard Schemes to Improve TCP Performance in PCN Environment.

Byung-Gon Chun, Byeong Gi Lee

Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997