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» A platform for scalable one-pass analytics using MapReduce
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SIGMOD
2011
ACM
210views Database» more  SIGMOD 2011»
8 years 6 months ago
A platform for scalable one-pass analytics using MapReduce
Today’s one-pass analytics applications tend to be data-intensive in nature and require the ability to process high volumes of data efficiently. MapReduce is a popular programm...
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGreg...
EDBT
2012
ACM
306views Database» more  EDBT 2012»
7 years 6 months ago
Clydesdale: structured data processing on MapReduce
MapReduce has emerged as a promising architecture for large scale data analytics on commodity clusters. The rapid adoption of Hive, a SQL-like data processing language on Hadoop (...
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata
CORR
2016
Springer
66views Education» more  CORR 2016»
4 years 8 days ago
Scalable Ontological Query Processing over Semantically Integrated Life Science Datasets using MapReduce
To address the requirement of enabling a comprehensive perspective of life-sciences data, Semantic Web technologies have been adopted for standardized representations of data and l...
HyeongSik Kim, Kemafor Anyanwu
EUROPAR
2014
Springer
5 years 11 months ago
Understanding Vertical Scalability of I/O Virtualization for MapReduce Workloads: Challenges and Opportunities
Abstract. As the explosion of data sizes continues to push the limits of our abilities to efficiently store and process big data, next generation big data systems face multiple ch...
Bogdan Nicolae
KBSE
2010
IEEE
9 years 1 months ago
An experience report on scaling tools for mining software repositories using MapReduce
The need for automated software engineering tools and techniques continues to grow as the size and complexity of studied systems and analysis techniques increase. Software enginee...
Weiyi Shang, Bram Adams, Ahmed E. Hassan
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