29152 search results - page 3 / 5831 » A Model of Computation for MapReduce |
NSDI
2010
13 years 8 months ago
2010
MapReduce is a popular framework for data-intensive distributed computing of batch jobs. To simplify fault tolerance, many implementations of MapReduce materialize the entire outp...
HPCA
2007
IEEE
14 years 7 months ago
2007
IEEE
This paper evaluates the suitability of the MapReduce model for multi-core and multi-processor systems. MapReduce was created by Google for application development on data-centers...
OSDI
2004
ACM
14 years 7 months ago
2004
ACM
MapReduce is a programming model and an associated implementation for processing and generating large data sets. Users specify a map function that processes a key/value pair to ge...
HPCC
2009
Springer
13 years 11 months ago
2009
Springer
Experience has shown that development using shared-memory concurrency, the prevalent parallel programming paradigm today, is hard and synchronization primitives nonintuitive becaus...
HPDC
2010
IEEE
13 years 8 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...