REEF: Retainable Evaluator Execution Framework
Weimer, Markus, Chen, Yingda, Chun, Byung-Gon, Condie, Tyson, Curino, Carlo, Douglas, Chris, Lee, Yunseong, Majestro, Tony, Malkhi, Dahlia, Matusevych, Sergiy, Myers, Brandon, Narayanamurthy, Shravan, Ramakrishnan, Raghu, Rao, Sriram, Sears, Russell, Sezgin, Beysim, Wang, Julia
Published in Proceedings - ACM-SIGMOD International Conference on Management of Data (27.05.2015)
Published in Proceedings - ACM-SIGMOD International Conference on Management of Data (27.05.2015)
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Journal Article
Towards Accelerating Generic Machine Learning Prediction Pipelines
Scolari, Alberto, Yunseong Lee, Weimer, Markus, Interlandi, Matteo
Published in 2017 IEEE International Conference on Computer Design (ICCD) (01.11.2017)
Published in 2017 IEEE International Conference on Computer Design (ICCD) (01.11.2017)
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Conference Proceeding
Automating System Configuration of Distributed Machine Learning
Lee, Woo-Yeon, Weimer, Markus, Cho, Brian, Chun, Byung-Gon, Lee, Yunseong, Jeong, Joo Seong, Yu, Gyeong-In, Kim, Joo Yeon, Park, Ho Jin, Jeon, Beomyeol, Song, Wonwook, Kim, Gunhee
Published in 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) (01.07.2019)
Published in 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) (01.07.2019)
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Conference Proceeding
Machine learning on Big Data
Condie, T., Mineiro, P., Polyzotis, N., Weimer, M.
Published in 2013 IEEE 29th International Conference on Data Engineering (ICDE) (01.04.2013)
Published in 2013 IEEE 29th International Conference on Data Engineering (ICDE) (01.04.2013)
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Conference Proceeding
Coded Elastic Computing
Yang, Yaoqing, Interlandi, Matteo, Grover, Pulkit, Kar, Soummya, Amizadeh, Saeed, Weimer, Markus
Published in 2019 IEEE International Symposium on Information Theory (ISIT) (01.07.2019)
Published in 2019 IEEE International Symposium on Information Theory (ISIT) (01.07.2019)
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Conference Proceeding
Large-Scale Automatic Audiobook Creation
Walsh, Brendan, Hamilton, Mark, Newby, Greg, Wang, Xi, Ruan, Serena, Zhao, Sheng, He, Lei, Zhang, Shaofei, Dettinger, Eric, Freeman, William T, Weimer, Markus
Year of Publication 07.09.2023
Year of Publication 07.09.2023
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Journal Article
A Tensor Compiler for Unified Machine Learning Prediction Serving
Nakandala, Supun, Saur, Karla, Yu, Gyeong-In, Karanasos, Konstantinos, Curino, Carlo, Weimer, Markus, Interlandi, Matteo
Year of Publication 09.10.2020
Year of Publication 09.10.2020
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Journal Article
NEURAL ADAPTER FOR CLASSICAL MACHINE LEARNING (ML) MODELS
INTERLANDI, Matteo, YU, Gyeongin, CHUN, Byung-Gon, AMIZADEH, Saeed, WEIMER, Markus
Year of Publication 11.07.2024
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Year of Publication 11.07.2024
Patent
Neural adapter for classical machine learning (ML) models
Amizadeh, Saeed, Weimer, Markus, Interlandi, Matteo, Yu, Gyeongin, Chun, Byung-Gon
Year of Publication 05.03.2024
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Year of Publication 05.03.2024
Patent
Vamsa: Automated Provenance Tracking in Data Science Scripts
Mohammad Hossein Namaki, Floratou, Avrilia, Psallidas, Fotis, Krishnan, Subru, Agrawal, Ashvin, Wu, Yinghui, Zhu, Yiwen, Weimer, Markus
Published in arXiv.org (30.07.2020)
Published in arXiv.org (30.07.2020)
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Paper
Journal Article
Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach
Yu, Gyeong-In, Amizadeh, Saeed, Kim, Sehoon, Pagnoni, Artidoro, Chun, Byung-Gon, Weimer, Markus, Interlandi, Matteo
Year of Publication 10.06.2019
Year of Publication 10.06.2019
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Journal Article
Coded Elastic Computing
Yang, Yaoqing, Interlandi, Matteo, Grover, Pulkit, Kar, Soummya, Amizadeh, Saeed, Weimer, Markus
Year of Publication 16.12.2018
Year of Publication 16.12.2018
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Journal Article
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
Lee, Yunseong, Scolari, Alberto, Chun, Byung-Gon, Santambrogio, Marco Domenico, Weimer, Markus, Interlandi, Matteo
Year of Publication 14.10.2018
Year of Publication 14.10.2018
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Journal Article