Title
Adaptive Replication Management in HDFS Based on Supervised Learning.
Abstract
The number of applications based on Apache Hadoop is dramatically increasing due to the robustness and dynamic features of this system. At the heart of Apache Hadoop, the Hadoop Distributed File System (HDFS) provides the reliability and high availability for computation by applying a static replication by default. However, because of the characteristics of parallel operations on the application l...
Year
DOI
Venue
2016
10.1109/TKDE.2016.2523510
IEEE Transactions on Knowledge and Data Engineering
Keywords
Field
DocType
Encoding,Big data,Fault tolerance,Fault tolerant systems,Measurement,Computers
Data mining,Computer science,Robustness (computer science),Artificial intelligence,Data file,Erasure code,Distributed computing,Distributed File System,Supervised learning,Fault tolerance,High availability,Big data,Machine learning
Journal
Volume
Issue
ISSN
28
6
1041-4347
Citations 
PageRank 
References 
4
0.47
26
Authors
4
Name
Order
Citations
PageRank
Dinh-Mao Bui1323.35
Shujaat Hussain2848.87
Eui-Nam Huh31036113.46
Sungyoung Lee42932279.41