BG benchmark
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....
Category: Big Data, Analytical Data Platforms, AI and Data Science
Big Data, Large Scale Machine Learning
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
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.
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
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?
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
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
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...
Extracting insights from the shape of complex data using topology
Extracting insights from the shape of complex data using topology P. Y. Lum, G. Singh,A. Lehman,T. Ishkanov,M. Vejdemo-Johansson,M. Alagappan,J. Carlsson & G. Carlsson Scientific Reports 3, Article number: 1236 doi:10.1038/srep01236 Received 13 September 2012...
Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition
Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition Gurjeet Singh1 , Facundo Mémoli2 and Gunnar Carlsson†2 1Institute for Computational and Mathematical Engineering, Stanford University, California, USA. 2Department of...