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DDPS Lab Publication
Research papers published in conferences and journals
| 2024 |
Making Cloud Spot Instance Interruption Events VisibleKyunghwan Kim, Kyungyong Lee, ACM The Web Conference 2024, WWW, 05/2024 pdf |
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CNN Training Latency Prediction Using Hardware Metrics on Cloud GPUsYoonseo Hur, Kyungyong Lee, The 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing, 05/2024 pdf |
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Workload-Aware Live Migratable Cloud Instance DetectorJunho Lim, Kyungyong Lee, The 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing, 05/2024 pdf |
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| 2023 |
When Serverless Computing Meets Different Degrees of Customization for DNN InferenceMoohyun Song, Yoonseo Hur, Kyungyong Lee, Nineth International Workshop on Serverless Computing held with ACM/IFIP Middleware 2023, 12/2023 pdf ACM bib |
Public Spot Instance Dataset Archive ServiceKyunghwan Kim, Subin Park, Jaeil Hwang, HyeonYoung Lee, SeokHyeon Kang, Kyungyong Lee, ACM The Web Conference 2023, WWW (Demo), 04/2023 pdf ACM |
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| 2022 |
All-You-Can-Inference: Serverless DNN Model Inference SuiteSubin Park, Jaeghang Choi, Kyungyong Lee, Eighth International Workshop on Serverless Computing held with ACM/IFIP Middleware 2022, 11/2022 pdf ACM bib github |
SpotLake: Diverse Spot Instance Dataset Archive ServiceSungjae Lee, Jaeil Hwang, Kyungyong Lee, IEEE International Symposium on Workload Characterization (IISWC) 2022, 11/2022 pdf IEEE bib github |
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Dense or Sparse : Elastic SPMM Implementation for Optimal Big-Data ProcessingUnho Choi and Kyungyong Lee, IEEE Transactions on Big Data, NO. 1, 08/2022 pdf IEEE bib github |
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MPEC - Distributed Matrix Multiplication Performance Modeling on a Scale-out Cloud Environment for Data Mining JobsJeongchul Kim, Myungjun Son, and Kyungyong Lee, IEEE Transactions on Cloud Computing, VOL 10, NO. 1, 01/2022 pdf IEEE bib |
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| 2021 |
Accelerator-Aware Kubernetes Scheduler for DNN Tasks on Edge Computing EnvironmentJungae Park, Unho Choi, Seungwoo Kim, Jaewon Moon, and Kyungyong Lee, The Sixth ACM/IEEE Symposium on Edge Computing (SEC 2021 Poster Session), 12/2021 pdf IEEE |
S-MPEC: Sparse Matrix Multiplication Performance Estimator on a Cloud EnvironmentJueon Park, and Kyungyong Lee, International Journal of Cluster Computing, Springer, 2021, 5/2021 pdf bib springer |
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| 2020 |
Evaluation of Network File System as a Shared Data Storage in Serverless ComputingJaeghang Choi, and Kyungyong Lee, Sixth International Workshop on Serverless Computing held with ACM/IFIP Middleware 2020, Accepted, 10/2020 pdf |
Evaluating Concurrent Executions of Multiple Function-as-a-Service Runtimes with MicroVMJungae Park, Hyunjune Kim, and Kyungyong Lee, IEEE International Conference on Cloud Computing 2020, Accepted, 07/2020 pdf |
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Performance Prediction of Sparse Matrix Multiplication on a Distributed BigData Processing EnvironmentJueon Park, and Kyungyong Lee, The 8th International Workshop on Autonomic Management of high performance Grid and Cloud Computing (AMGCC'20), Accepted, 07/2020 pdf |
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I/O Resource Isolation of Public Cloud Serverless Function Runtimes for Data-Intensive ApplicationsJeongChul Kim, and Kyungyong Lee, International Journal of Cluster Computing, Springer, Accepted, 04/2020 pdf preprint bib |
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| 2019 |
RnR - Extraction of Visual Attributes from Large-Scale Fashion DatasetSungjae Lee, Yeonji Lee, Junho Kim, Kyungyong Lee, IEEE International Conference on BigData (Big Media Dataset Workshop), 12/2019 pdf |
Practical Cloud Workloads for Serverless FaaSJeongchul Kim, and Kyungyong Lee, ACM Symposium on Cloud Computing - SoCC 2019 (Poster), 07/2019 pdf github |
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FunctionBench - A Suite of Workloads for Serverless Cloud Function ServiceJeongchul Kim, and Kyungyong Lee, IEEE International Conference on Cloud Computing 2019 (WIP paper), 07/2019 pdf bib |
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Network Resource Isolation in Serverless Cloud Function ServiceJeongchul Kim, Jungae Park, and Kyungyong Lee, The Fourth IEEE International Workshops on Foundations and Applications of Self* Systems (FAS*W)2019, 06/2019 pdf bib github ppt |
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| 2018 |
Distributed Matrix Multiplication Performance Estimator for Machine Learning Jobs in Cloud ComputingMyungjun Son, and Kyungyong Lee, IEEE International Conference on Cloud Computing 2018, 07/2018 pdf |
LSTM Model to Forecast Time Series for EC2 Cloud PriceSarah Alkharif, Kyungyong Lee, and Hyeokman Kim, The Fourth IEEE International Conference on Big Data Intelligence and Computing 2018, 08/2018 pdf |
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| 2017 |
DeepSpotCloud: Leveraging Cross-Region GPU Spot Instances for Deep LearningKyungyong Lee, and Myungjun Son, IEEE International Conference on Cloud Computing 2017, 06/2017 pdf bib |
Time-Series Analysis for Price Prediction of Opportunistic Cloud Computing ResourcesSarah Alkharif, Kyungyong Lee, and Hyeokman Kim, The International Conference on Emerging Databases, 08/2017 pdf bib |
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| 2013 |
Experiences with Self-Organizing Decentralized Grids Using the Grid ApplianceDavid I. Wolinsky, Panoat Chuchaisri, Kyungyong Lee, and Renato Figueiredo, International Journal of Cluster Computing, 06/2013 link bib |
MatchTree: Flexible, Scalable, and Fault-tolerant Wide-area Resource Discovery with Distributed Matchmaking and AggregationKyungyong Lee, Tae Woong Choi, Patrick Oscar Boykin, and Renato Figueiredo, Future Generation Computer Systems - The International Journal of Grid Computing: Theory, Methods and Applications (FGCS) - Volume 29, Issue 6, 08/2013 link bib |
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Enabling decentralized microblogging through P2PVPNsPierre St. Juste, Huengsik Eom, Kyungyong Lee, and Renato Figueiredo, IEEE Consumer Communications and Networking Conference (CCNC), 11/2013 pdf bib |
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| 2012 |
MapReduce on Opportunistic Resources Leveraging Resource AvailabilityKyungyong Lee and Renato Figueiredo, IEEE CloudCom 2012, 12/2012 pdf bib |
PonD : Dynamic Creation of HTC Pool on Demand Using a Decentralized Resource Discovery SystemKyungyong Lee, David I. Wolinsky, and Renato Figueiredo, In the 21st International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC 2012), 06/2012 pdf bib |
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CloudBay: Enabling an Online Resource Market Place for Open CloudsH. Zhao, Z. Yu, S. Tiwari, X. Mao, K. Lee, D. Wolinsky, X. Li and R. Figueiredo, In the 5th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2012), 11/2012 pdf bib |
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| 2011 |
Parallel Processing Framework on a P2P System Using Map and Reduce PrimitivesKyungyong Lee, Tae Woong Choi, Arijit Ganguly, David I. Wolinsky, Oscar Boykin, and Renato Figueiredo, In the 8th International Workshop on Hot Topics in Peer-to-Peer Systems in Conjunction with IPDPS 2011, 05/2011 pdf bib |
| 2010 |
On the Design of Autonomic, Decentralized VPNsDavid I Wolinsky, Kyungyong Lee, Oscar Boykin, and Renato Figueiredo, In the 6th International Conference on Collaborative Computing (CollaborateCom 2010), 10/2010 pdf bib |
SocialDNS: A Decentralized Naming Service for Collaborative P2P VPNsPierre St. Juste, David I Wolinsky, Kyungyong Lee, Oscar Boykin, and Renato Figueiredo, In the 6th International Conference on Collaborative Computing (CollaborateCom 2010), 10/2010 pdf bib |