Operational Database Management Systems
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial Author(s) Hu, H. School of Computing, National University of Singapore, Singapore Wen, Y. ; Chua, T. ; Li, X. Abstract Recent technological advancements have led to a deluge...
Deploying Virtualized Hadoop® Systems with VMware vSphere® Big Data ExtensionsTM About the Authors Xinhui Li is a senior member of the development staff at VMware. Her work focuses on the design and optimization of distributed systems, most...
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...