602 search results - page 1 / 121 » Automatic Optimization for MapReduce Programs |
CORR
2011
Springer
12 years 11 months ago
2011
Springer
The MapReduce distributed programming framework has become popular, despite evidence that current implementations are inefficient, requiring far more hardware than a traditional r...
CLOUD
2010
ACM
13 years 9 months ago
2010
ACM
Timely and cost-effective processing of large datasets has become a critical ingredient for the success of many academic, government, and industrial organizations. The combination...
IISWC
2009
IEEE
13 years 11 months ago
2009
IEEE
Abstract—Dynamic runtimes can simplify parallel programming by automatically managing concurrency and locality without further burdening the programmer. Nevertheless, implementin...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
In many scientific domains, researchers are turning to large-scale behavioral simulations to better understand real-world phenomena. While there has been a great deal of work on s...
SIGMETRICS
2009
ACM
13 years 11 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...