TY - GEN
T1 - Throughput maximization with multiclass workloads and resource constraints
AU - Cerotti, Davide
AU - Gribaudo, Marco
AU - Krüger, Ingolf
AU - Piazzolla, Pietro
AU - Seracini, Filippo
AU - Serazzi, Giuseppe
PY - 2014
Y1 - 2014
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84903733446&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-08219-6_17
DO - 10.1007/978-3-319-08219-6_17
M3 - Conference contribution
SN - 9783319082189
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 238
EP - 252
BT - Analytical and Stochastic Modelling Techniques and Applications - 21st International Conference, ASMTA 2014, Proceedings
PB - Springer Verlag
T2 - 21st International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2014
Y2 - 30 June 2014 through 2 July 2014
ER -