Title
Throughput Maximization with Multiclass Workloads and Resource Constraints.
Abstract
In this paper we study the impact of different types of constraints on the maximum throughput that a system can handle. In particular, we focus on constraints limiting the use of resources and/or the allowed response time. The problem is made even more difficult by the pronounced diversity in resource requirements of the different applications in execution, i.e., by the multiclass characteristic of the workloads. The proposed approach allows to determine the maximum load of the different classes, while still satisfying the considered performance objectives. An experimental validation of the described technique through the study of a realistic e-commerce application is presented.
Year
DOI
Venue
2014
10.1007/978-3-319-08219-6_17
ANALYTICAL AND STOCHASTIC MODELLING TECHNIQUES AND APPLICATIONS
Field
DocType
Volume
Admission control,Computer science,Response time,Throughput maximization,Throughput,Limiting,Distributed computing
Conference
8499
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
17
6
Name
Order
Citations
PageRank
Davide Cerotti115914.74
Marco Gribaudo249159.46
Ingolf Krüger376863.23
Pietro Piazzolla49611.72
Filippo Seracini5121.92
Giuseppe Serazzi6909123.23