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Tim Kraska

Systems Networking Artificial Intelligence + Machine Learning

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Regular biography

Tim Kraska is an Associate Professor in the Department of Electrical Engineering and Computer Science (EECS) at the Massachusetts Institute of Technology (MIT). His research interests include Artificial Intelligence + Machine Learning, Systems and Networking. Kraska's work focuses on advancing technologies within these areas. He is affiliated with the EECS department and can be contacted via email at kraska@mit.edu. His professional profile and research details are available at https://www.eecs.mit.edu/people/tim-kraska/.


Scholar profile summary
Scholar-generated biography

Tim Kraska is a researcher at MIT focusing on Systems for ML and ML for Systems. His work explores the integration of machine learning into database systems and the use of systems to enhance machine learning. Key projects include the development of learned index structures, such as ALEX and RadixSpline, which aim to improve database performance through machine learning. He has also contributed to systems like MLbase and Sagedb, which are designed to support distributed machine learning. His research spans areas such as query optimization, data indexing, and cloud computing, with an emphasis on making machine learning practical for large-scale systems.

Source: google_scholar · 101 words
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