S. Alspaugh

发表

Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads

Yanpei Chen, Randy H. Katz, Sara Alspaugh, 2012, Proc. VLDB Endow..

Better Logging to Improve Interactive Data Analysis Tools

S. Alspaugh, 2014 .

Design Insights for MapReduce from Diverse Production Workloads

Yanpei Chen, Randy H. Katz, Sara Alspaugh, 2012 .

Analyzing Log Analysis: An Empirical Study of User Log Mining

Archana Ganapathi, Randy H. Katz, Marti A. Hearst, 2014, LISA.

Interactive Query Processing in Big Data Systems: A Cross Industry Study of MapReduce Workloads

R. Katz, Yanpei Chen, S. Alspaugh, 2012 .

Rethinking the First Look at Data by Framing It

S. Alspaugh, A. Swigart, I. Macfarland, 2015 .

Data Management for Distributed Scientific Collaborations Using a Rule Engine

Ewa Deelman, Ann Chervenak, Sara Alspaugh, 2008 .

NapSAC: design and implementation of a power-proportional web cluster

Randy H. Katz, David E. Culler, Andrew Krioukov, 2010, CCRV.

The Tao of Systems : Doing Nothing Well

D. Culler, R. Katz, S. Alspaugh, 2011 .

Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices

Marti A. Hearst, Sara Alspaugh, Nava Zokaei, 2019, IEEE Transactions on Visualization and Computer Graphics.

Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis

Laura Winther Balling, Sarah M. G. Otner, Patrick K. O'Neill, 2021, Organizational Behavior and Human Decision Processes.

An information-centric energy infrastructure: The Berkeley view

Yanpei Chen, Randy H. Katz, David E. Culler, 2011, Sustain. Comput. Informatics Syst..

Integrating Renewable Energy Using Data Analytics Systems: Challenges and Opportunities

Yanpei Chen, Randy H. Katz, David E. Culler, 2011, IEEE Data Eng. Bull..

Cake: enabling high-level SLOs on shared storage systems

Randy H. Katz, Ion Stoica, Shivaram Venkataraman, 2012, SoCC '12.

Efficient time-aware prioritization with knapsack solvers

Mary Lou Soffa, Gregory M. Kapfhammer, Kristen R. Walcott, 2007, WEASELTech '07.

NapSAC: design and implementation of a power-proportional web cluster

Randy H. Katz, David E. Culler, Andrew Krioukov, 2010, CCRV.

Reducing Cluster Energy Consumption through Workload Management

Sara Alspaugh, S. Alspaugh, 2012 .

Energy efficiency for large-scale MapReduce workloads with significant interactive analysis

Yanpei Chen, Randy H. Katz, Dhruba Borthakur, 2012, EuroSys '12.

Design and Evaluation of an Energy Agile Computing Cluster

Prashanth Mohan, Randy H. Katz, David E. Culler, 2012 .

Understanding Data Analysis Activity via Log Analysis

Sara Alspaugh, S. Alspaugh, 2017 .

Building blocks for exploratory data analysis tools

Archana Ganapathi, Randy H. Katz, Marti A. Hearst, 2013, IDEA@KDD.

Sweet Storage SLOs with Frosting

Randy H. Katz, Ion Stoica, Shivaram Venkataraman, 2012, HotCloud.

S. Venkataraman, S. Alspaugh, H. Kung, 2021, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis.