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Joshua Rosen
Joshua Rosen
Former Ph.D. student at UC Berkeley, now at Databricks
Dirección de correo verificada de eecs.berkeley.edu - Página principal
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Apache Spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...
Communications of the ACM 59 (11), 56-65, 2016
29692016
Shark: SQL and rich analytics at scale
RS Xin, J Rosen, M Zaharia, MJ Franklin, S Shenker, I Stoica
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
6532013
Mapping brain activity at scale with cluster computing
J Freeman, N Vladimirov, T Kawashima, Y Mu, NJ Sofroniew, DV Bennett, ...
Nature methods 11 (9), 941-950, 2014
3012014
Scaling spark in the real world: performance and usability
M Armbrust, T Das, A Davidson, A Ghodsi, A Or, J Rosen, I Stoica, ...
Proceedings of the VLDB Endowment 8 (12), 1840-1843, 2015
1512015
The case for tiny tasks in compute clusters
K Ousterhout, A Panda, J Rosen, S Venkataraman, R Xin, S Ratnasamy, ...
Proceedings of the 14th USENIX conference on Hot Topics in Operating Systems …, 2013
1202013
Lineage-driven Fault Injection
P Alvaro, J Rosen, JM Hellerstein
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
1052015
Scaling Datalog for Machine Learning on Big Data
Y Bu, V Borkar, MJ Carey, J Rosen, N Polyzotis, T Condie, M Weimer, ...
Arxiv preprint arXiv:1203.0160, 2012
762012
Iterative MapReduce for Large Scale Machine Learning
J Rosen, N Polyzotis, V Borkar, Y Bu, MJ Carey, M Weimer, T Condie, ...
arXiv preprint arXiv:1303.3517, 2013
542013
Declarative Systems for Large-Scale Machine Learning
V Borkar, Y Bu, MJ Carey, J Rosen, N Polyzotis, T Condie, M Weimer, ...
Data Engineering, 24, 2012
492012
REEF: Retainable Evaluator Execution Framework
M Weimer, Y Chen, BG Chun, T Condie, C Curino, C Douglas, Y Lee, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
402015
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