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: Free Downloads and Links
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...
Positional Delta Trees to reconcile updates with read-optimized data storage
Positional Delta Trees to reconcile updates with read-optimized data storage Sa ́ndor He ́man, Niels Nes, Marcin Zukowski, Peter Boncz Centrum voor Wiskunde en Informatica Kruislaan 413, 1098 SJ Amsterdam, The Netherlands Abstract— We...
rasdaman-Scalable Multi-Dimensional Array Analytics Server.
rasdaman Scalable Multi-Dimensional Array Analytics Server LINK to website of the rasdaman (“raster data manager”) open-source project. Rasdaman is a domain-neutral Array Database System: it extends standard relational database systems with the ability to...
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...
In-memory database sizing – throw out conventional wisdom
In-memory database sizing – throw out conventional wisdom John Piekos, VP of Engineering, VoltDB, 2014 Sizing an in-memory database does not follow conventional database sizing rules. For traditional databases, you buy a decent server...
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...
CumuloNimbo: A Highly‐Scalable Transaction Processing Platform as a Service
CumuloNimbo: A Highly‐Scalable Transaction Processing Platform as a Service Ricardo Jimenez-Peris, Marta Patiño-Martinez, Ivan Brondino, Ricardo Vilaça, Jose Pereira, Rui Oliveira and and Kostas Magoutis, Angelos Bilas Universidad Politécnica de Madrid (UPM), White Paper,...