Operational Database Management Systems
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...
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 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 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...
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? 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 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,...
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...