Analyzing Log Analysis: An Empirical Study of User Log Mining (Best Student Paper)

Sara Alspaugh, Betty Beidi Chen, Jessica Lin, Archana Ganapathi, Marti A. Hearst, Randy Katz
Large Installation System Administration Conference (LISA)., Nov. 2014.

Tags: Best Paper Award, Log Analysis, Workloads

Fast semidifferential-based submodular function optimization

Rishabh Iyer, Stefanie Jegelka, Jeff Bilmes
International Conference on Machine Learning (ICML), Jun. 2013.

Tags: Best Paper Award

Omega: flexible, scalable schedulers for large compute clusters (Best Student Paper Award)

Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes
Eurosys 2013, Apr. 2013.

Tags: Best Paper Award

BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data (Best Paper Award)

Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Sam Madden, Ion Stoica
EuroSys, Apr. 2013.

Tags: Approximate Query Processing, Best Paper Award, BlinkDB, Sampling

Crowdsourced Enumeration Queries (Best Paper Award)

Beth Trushkowsky, Tim Kraska, Michael Franklin, Purna Sarkar
ICDE, Apr. 2013.

Tags: amp, Best Paper Award, crowdsourcing

Shark: Fast Data Analysis Using Coarse-grained Distributed Memory (Best Demo Award)

Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael Franklin, Scott Shenker, Ion Stoica
Demonstration Paper, ACM SIGMOD Conference , May. 2012.

Tags: BDAS, Best Paper Award, Big Data, Shark, spark, SQL

Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing (Best Paper Award)

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Murphy McCauley, Michael Franklin, Scott Shenker, Ion Stoica
NSDI 2012, Apr. 2012.

Tags: BDAS, Best Paper Award, Big Data, spark, storage