121 search results - page 1 / 25 » Improving MapReduce Performance in Heterogeneous Environment... |
OSDI
2008
ACM
14 years 4 months ago
2008
ACM
MapReduce is emerging as an important programming model for large-scale data-parallel applications such as web indexing, data mining, and scientific simulation. Hadoop is an open-...
IPPS
2010
IEEE
13 years 2 months ago
2010
IEEE
MapReduce has become an important distributed processing model for large-scale data-intensive applications like data mining and web indexing. Hadoop
HPDC
2010
IEEE
13 years 5 months ago
2010
IEEE
MapReduce offers a flexible programming model for processing and generating large data sets on dedicated resources, where only a small fraction of such resources are every unavaila...
PVLDB
2010
13 years 2 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...
ICPADS
2010
IEEE
13 years 2 months ago
2010
IEEE
The MapReduce programming model simplifies large-scale data processing on commodity clusters by having users specify a map function that processes input key/value pairs to generate...