The Perils of Big Data
The Perils of Big Data By Ramesh Chitor, Senior Business Development Manager, Cisco Systems. July 16, 2014- ODBMS.org Expert Article. Q: Where are we in the evolution of Big Data technologies? A: You don’t...
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Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
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
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
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
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 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....
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...