138 search results - page 2 / 28 » An Analysis of Traces from a Production MapReduce Cluster |
SIGMOD
2011
ACM
12 years 8 months ago
2011
ACM
Today’s one-pass analytics applications tend to be data-intensive in nature and require the ability to process high volumes of data efficiently. MapReduce is a popular programm...
PVLDB
2010
13 years 3 months ago
2010
Large-scale data analysis has become increasingly important for many enterprises. Recently, a new distributed computing paradigm, called MapReduce, and its open source implementat...
PVLDB
2010
13 years 3 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...
IPCCC
2005
IEEE
13 years 11 months ago
2005
IEEE
I/O traces are crucial for understanding the performance of new storage architectures. Unfortunately, traces are extremely bursty and difficult to characterize. They are large, d...
ISPASS
2005
IEEE
13 years 11 months ago
2005
IEEE
In this paper we study the properties of a new packet trace compression method based on clustering of TCP flows. With our proposed method, the compression ratio that we achieve i...