68 search results - page 1 / 14 » Enhancing MapReduce via Asynchronous Data Processing |
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...
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...
SC
2009
ACM
13 years 11 months ago
2009
ACM
MapReduce provides a parallel and scalable programming model for data-intensive business and scientific applications. MapReduce and its de facto open source project, called Hadoop...
MFCS
1994
Springer
13 years 8 months ago
1994
Springer
We introduce in this paper new communication and synchronization constructs which allow deterministic processes, communicating asynchronously via unbounded FIFO bu ers, to cope wi...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
A new hierarchical nonparametric Bayesian model is proposed for the problem of multitask learning (MTL) with sequential data. Sequential data are typically modeled with a hidden M...