29152 search results - page 14 / 5831 » A Model of Computation for MapReduce |
87
Voted
ICDE
2011
IEEE
14 years 1 months ago
2011
IEEE
MapReduce is a computing paradigm that has gained a lot of popularity as it allows non-expert users to easily run complex analytical tasks at very large-scale. At such scale, task...
EDBT
2010
ACM
15 years 24 days ago
2010
ACM
MapReduce and stream processing are two emerging, but different, paradigms for analyzing, processing and making sense of large volumes of modern day data. While MapReduce offers t...
PVLDB
2010
14 years 7 months ago
2010
MapReduce has been widely used for large-scale data analysis in the Cloud. The system is well recognized for its elastic scalability and fine-grained fault tolerance although its...
SIGIR
2009
ACM
15 years 4 months ago
2009
ACM
This paper explores the problem of computing pairwise similarity on document collections, focusing on the application of “more like this” queries in the life sciences domain. ...
SIGMETRICS
2009
ACM
15 years 4 months ago
2009
ACM
We present a system for allocating resources in shared data and compute clusters that improves MapReduce job scheduling in three ways. First, the system uses regulated and user-as...