Operational Database Management Systems
HiBench: A Representative and ComprehensiveHadoop Benchmark Suite Shengsheng Huang, Jie Huang, Yan Liu, Lan Yi and Jinquan Dai Intel Asia-Pacific Research and Development Ltd., Shanghai, P.R.China, 200241 I. THE HIBENCH SUITE MapReduce and its...
BENCHMARKING INTERACTIVE SOCIAL NETWORKING ACTIONS SUMITA BARAHMAND, DEPARTMENT OF COMPUTER SCIENCE, USC ADVISER: PROFESSOR SHAHRAM GHANDEHARIZADEH Dissertation- SPRING 2014 Copyright by Sumita Barahmand, 2014. All rights reserved. Abstract Social networking sites such as Google+,...
BG is a benchmark to evaluate performance of a data store for interactive social networking actions and sessions.These actions and sessions either read or update a very small amount of the entire data set....
Big Data, Large-Scale Machine Learning Instructors: John Langford, Microsoft Research, Yann LeCun, Courant Institute CILVR Lab , NYU Center for Data Science 2013 SLIDEs and VIDEOS videos collected by Xiang Zhang and produced by TechTalks.tv. Lecture 1 introduction: Slides: PDF video Online...
Benchmarking Correctness of Operations in Big Data Applications Sumita Barahmand and Shahram Ghandeharizadeh Database Laboratory Technical Report 2014-05 Computer Science Department, USC Los Angeles, California 90089-0781 {barahman, shahram}@usc.edu May 22, 2014 Abstract With a...
Knowing your game How electronic game companies use Big Data for retention and monetization Business white paper June 2014, Hewlett-Packard Development Company Introduction A recent Boston Globe business article describes 23 year old Steve...
Optimizing Parallel Job Performance in Data-Intensive Clusters Ganesh Ananthanarayanan EECS Department University of California, Berkeley PhD Thesis- Technical Report No. UCB/EECS-2014-9 January 26, 2014 Extensive data analysis has become the enabler for diagnostics and...
The First Law of Data Science: Do Umbrellas Cause Rain? Dr. Michael L. Brodie Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA USA June 6, 2014 Since there is a...
Event Processing in Big Data: Creating Fast Data Alexandre Alves, Oracle. Big Data is a term that has been widely hyped by the IT media and vendors. Given the huge amounts of data that...
Using the HPE Vertica Analytics Platform to Manage Massive Volumes of Smart Meter Data The Internet of Things is expected to connect billions of sensors that continuously gather data about the machines, assets, and...