Paper Info
Title
Priority Based Resource Scheduling Techniques for a Resource Constrained Stream Processing System.
Abstract
A multitenant Storm cluster runs multiple stream processing applications and uses the default Isolation Scheduler to schedule them. Isolation Scheduler assigns resources to topologies based on static resource configuration and does not provide any means for prioritizing topologies based on their varying business requirements. Thus, performance degradation, even complete starvation of topologies with high priority is possible when the cluster is resource constrained and comprises an inadequate number of resources. Two priority based resource scheduling techniques are proposed to overcome these problems. A performance analysis based on prototyping and measurements demonstrates the effectiveness of the proposed techniques.
Year
Venue
Field
2017
BDCAT
Resource management,Middleware,Data mining,Data stream,Computer science,Multitenancy,Network topology,Resource allocation,Business requirements,Stream processing,Distributed computing
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
10
2
Name
Order
Citations
PageRank
Rudraneel Chakraborty100.68
Shikharesh Majumdar243575.95