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Yunseong Lee

Seoul National University, Seoul, South Korea

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Accelerating Multi-Model Inference by Merging DNNs of Different Weights

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

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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

OSDI, (2018): 611-626

Cited by36EIBibtex

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., no. 4 (2018): 46-53

Cited by11EIBibtex

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

EuroSys, pp.575-588, (2017)

Cited by39EIBibtex

Towards Accelerating Generic Machine Learning Prediction Pipelines

Alberto Scolari,Yunseong Lee,Markus Weimer,Matteo Interlandi

ICCD, pp.431-434, (2017)

Cited by4EIBibtex

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 Narayanamurthy

ACM SIGMOD Conference, (2015): 1343-1355

Cited by31EIWOSBibtex

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

HotOS, (2015)

Cited by8EIBibtex

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