Paper Info
Title
A Reliable Replica Mechanism for Stream Processing.
Abstract
In Internet of Things, data would be fast generated from massive sensors as real-time data stream, and the replica mechanism is essential to guarantee availability during stream processing. Traditional mechanisms always assume the redundant replicas were exactly correct, but in the practical conditions even slight errors of replica would lead to the calamity for recovery. In this paper, a reliable mechanism is proposed in which space-bounded signature of checkpoint is used for validation during the replica placement. The mechanism has been analyzed theoretically, and also demonstrated by extensive experiments in various conditions.
Year
DOI
Venue
2016
10.1007/978-3-319-59288-6_36
Lecture Notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering
Keywords
Field
DocType
Stream processing,Replica,Availability,Space-bounded,Signature
Replica,Data stream,Computer science,Internet of Things,Stream processing,Distributed computing
Conference
Volume
ISSN
Citations 
201
1867-8211
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Weilong Ding195.09
Zhuofeng Zhao26615.46
Yanbo Han350059.74