Throughput maximization with multiclass workloads and resource constraints

Davide Cerotti, Marco Gribaudo, Ingolf Krüger, Pietro Piazzolla, Filippo Seracini, Giuseppe Serazzi

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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.

Lingua originaleInglese
Titolo della pubblicazione ospiteAnalytical and Stochastic Modelling Techniques and Applications - 21st International Conference, ASMTA 2014, Proceedings
EditoreSpringer Verlag
Pagine238-252
Numero di pagine15
ISBN (stampa)9783319082189
DOI
Stato di pubblicazionePubblicato - 2014
Pubblicato esternamente
Evento21st International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2014 - Budapest, Hungary
Durata: 30 giu 20142 lug 2014

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8499 LNCS
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

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???event.eventtypes.event.conference???21st International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2014
Paese/TerritorioHungary
CittàBudapest
Periodo30/06/142/07/14

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