Operational Database Management Systems
White House-MIT Big Data Privacy Workshop[1] A Personal View By Dr. Michael L. Brodie Computer Science and Artificial Intelligence Laboratory, MIT March 24, 2014 Abstract: Actual and potential societal benefits of information in our...
Data Curation at Scale: The Data Tamer System Authors: Michael Stonebraker, Daniel Bruckner,George Beskales, Mitch Cherniack ,Ihab F. Ilyas , Stan Zdonik ,Alexander Pagan ,Shan Xu. Abstract Data curation is the act of discovering...
Big Data Integration-Tutorial Authors: Xin Luna Dong (Google Inc.) Divesh Srivastava (AT&T Labs-Research) Tutorial Outline ♦ Motivation – Why do we need big data integration? – How has“small”data integration been done? – Challenges in...
Workload-Driven Design and Evaluation of Large-Scale Data-Centric Systems by Yanpei Chen A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Engineering — Electrical Engineering and Computer...
Statistical Workload Injector for MapReduce (SWIM) Yanpei Chen, Sara Alspaugh, Archana Ganapathi, Rean Griffith, Randy Katz MapReduce systems face enormous challenges due to increasing growth, diversity, and consolidation of the data and computation involved....
Google BigQuery Querying massive datasets can be time consuming and expensive without the right hardware and infrastructure. Google BigQuery solves this problem by enabling super-fast, SQL-like queries against append-only tables, using the processing power...
Performance Benefits of DataMPI: A Case Study with BigDataBench Authors: Fan Liang1,2 Chen Feng1,2 Xiaoyi Lu3 Zhiwei Xu1 1Institute of Computing Technology, Chinese Academy of Sciences 2University of Chinese Academy of Sciences, China 3Department...
On Big Data Benchmarking Rui Han,Department of Computing, Imperial College London and Xiaoyi Lu, Ohio State University Abstract Big data systems address the challenges of capturing, storing, managing, analyzing, and visualizing big data. Within...
Sort Benchmark. New: We will soon release the specification for a new sort benchmark, CloudSort, that measures the total cost of ownership for external sorts performed in a cloud environment. In order to encourage...
From TPC-C to Big Data Benchmarks: A Functional Workload Model Authors: Yanpei Chen, Francois Raab, Randy H. Katz. Electrical Engineering and Computer Sciences University of California at Berkeley Technical Report No. UCB/EECS-2012-174 http://www.eecs.berkeley.edu/Pubs/TechRpts/2012/EECS-2012-174.html July...