ModelDB: A System for Managing Machine Learning Models

By Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Sam Madden and Matei Zaharia, MIT CSAIL Building real-world machine learning (ML) algorithms is an iterative process. A data scientist will build many 10s to 100s of models before arriving … Continue reading

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Larger-than-Memory Data Management on Modern Storage Hardware for In-Memory OLTP Database Systems

By Lin Ma, Carnegie Mellon University; Joy Arulraj, Carnegie Mellon University; Sam Zhao, Brown University; Andrew Pavlo, Carnegie Mellon University; Subramanya R. Dulloor, Intel Labs; Michael J. Giardino, Georgia Institute of Technology; Jeff Parkhurst, Jason L. Gardner, Kshitij Doshi, Intel Labs; and Col. Stanley Zdonik, Brown … Continue reading

Posted in Big Data Architecture, Data Management, DBMS, ISTC for Big Data Blog, Storage | Tagged , , , , , | Leave a comment