The Case for Tiny Tasks in Compute Clusters Kay Ousterhout∗ , Aurojit Panda∗ , Joshua Rosen∗ , Shivaram Venkataraman∗ , Reynold Xin∗ , Sylvia Ratnasamy∗ , Scott Shenker∗† , Ion Stoica∗ ∗ UC Berkeley,

Source URL: people.eecs.berkeley.edu

• Concurrent computing
• System software
• Parallel computing
• Computing
• Job scheduling
• Scheduling
• Cloud infrastructure
• Apache Hadoop
• Apache Software Foundation
• Data-intensive computing
• MapReduce
• Task

Best Demonstration Award Demonstrations Chairs • Bingsheng He (National University of Singapore) • Martin Theobald (University of Luxembourg) • Reynold Xin (Databricks)

Source URL: www.vldb.org

Spark SQL: Relational Data Processing in Spark Michael Armbrust† , Reynold S. Xin† , Cheng Lian† , Yin Huai† , Davies Liu† , Joseph K. Bradley† , Xiangrui Meng† , Tomer Kaftan‡ , Michael J. Franklin†‡

Source URL: cs.stanford.edu

Spark SQL: Relational Data Processing in Spark Michael Armbrust† , Reynold S. Xin† , Cheng Lian† , Yin Huai† , Davies Liu† , Joseph K. Bradley† , Xiangrui Meng† , Tomer Kaftan‡ , Michael J. Franklin†‡

Source URL: amplab.cs.berkeley.edu

Finding Related Tables Anish Das Sarma� , Lujun Fang† , Nitin Gupta� , Alon Halevy� , Hongrae Lee� , Fei Wu� , Reynold Xin‡ , Cong Yu� † University of Michigan, � Google Inc., ‡ University of Califo

Source URL: i.stanford.edu

NADSort Qian Wang1, Rong Gu1, Yihua Huang1, Reynold Xin2, Wei Wu3, Jun Song3, Junluan Xia3 1 Nanjing University, 2Databricks Inc., 3Alibaba Group Inc.

Source URL: sortbenchmark.org

Effective Community Search for Large Attributed Graphs Yixiang Fang, Reynold Cheng, Siqiang Luo, Jiafeng Hu Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong {yxfang,

Source URL: www.vldb.org

Scaling Spark in the Real World: Performance and Usability Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia† Databricks Inc.

Source URL: cs.stanford.edu

ORNITOLOGIA NEOTROPICAL 17: 333–352, 2006 © The Neotropical Ornithological Society BIRDS OF THE SIBUN RIVERINE FOREST, BELIZE Victoria D. Piaskowski1, Mario Teul2, Kari M. Williams1, & Reynold N. Cal2 1

Source URL: birdpop.org

It Happened At Illinois by: Reynold C. Fuson January 10, 1966 Forward Many years ago I started to collect Illini stories especially those having to do with chemists and

Source URL: www.chemistry.illinois.edu

• William A. Noyes
• Noyes Laboratory of Chemistry
• John Humphrey Noyes