T
Tomer Kaftan
Researcher at University of California, Berkeley
Publications - 3
Citations - 1373
Tomer Kaftan is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Analytics & Usability. The author has an hindex of 3, co-authored 3 publications receiving 1195 citations.
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Proceedings ArticleDOI
Spark SQL: Relational Data Processing in Spark
Michael Armbrust,Reynold Xin,Cheng Lian,Yin Huai,Davies Liu,Joseph K. Bradley,Xiangrui Meng,Tomer Kaftan,Michael J. Franklin,Ali Ghodsi,Matei Zaharia +10 more
TL;DR: Spark SQL is a new module in Apache Spark that integrates relational processing with Spark's functional programming API, and includes a highly extensible optimizer, Catalyst, built using features of the Scala programming language.
Proceedings ArticleDOI
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
TL;DR: KeystoneML is presented, a system that captures and optimizes the end-to-end large-scale machine learning applications for high-throughput training in a distributed environment with a high-level API that offers increased ease of use and higher performance over existing systems for large scale learning.
Posted Content
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
TL;DR: KeystoneML as discussed by the authors is a system that captures and optimizes the end-to-end large-scale machine learning applications for high-throughput training in a distributed environment with a high-level API.