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VM performance evaluation with functional models: An optimist's outlook

Sinschek, Jan ; Sewe, Andreas ; Mezini, Mira :
VM performance evaluation with functional models: An optimist's outlook.
[Online-Edition: http://doi.acm.org/10.1145/1711506.1711512]
In: Third Workshop on Virtual Machines and Intermediate Languages, Orlando, FL, USA. Proceedings of the Third Workshop on Virtual Machines and Intermediate Languages - VMIL '09
[Konferenz- oder Workshop-Beitrag], (2009)

Offizielle URL: http://doi.acm.org/10.1145/1711506.1711512

Kurzbeschreibung (Abstract)

The performance evaluation of virtual machines is notoriously difficult. Therefore, experimental methodology has recently drawn attention, leading to proposals on how to choose benchmarks, interpret results, and detect measurement bias. But this latter task currently relies on the presence of anomalous measurement results, i.e., on outliers, to raise suspicion. We therefore propose the use of functional performance models to detect bias even when benchmark results might appear unsuspicious. Failure to validate the model indicates either bias or a need to refine the model.

Typ des Eintrags: Konferenz- oder Workshop-Beitrag (Keine Angabe)
Erschienen: 2009
Autor(en): Sinschek, Jan ; Sewe, Andreas ; Mezini, Mira
Titel: VM performance evaluation with functional models: An optimist's outlook
Sprache: Englisch
Kurzbeschreibung (Abstract):

The performance evaluation of virtual machines is notoriously difficult. Therefore, experimental methodology has recently drawn attention, leading to proposals on how to choose benchmarks, interpret results, and detect measurement bias. But this latter task currently relies on the presence of anomalous measurement results, i.e., on outliers, to raise suspicion. We therefore propose the use of functional performance models to detect bias even when benchmark results might appear unsuspicious. Failure to validate the model indicates either bias or a need to refine the model.

Buchtitel: Proceedings of the Third Workshop on Virtual Machines and Intermediate Languages - VMIL '09
Freie Schlagworte: measurement bias, performance modeling, statistics, validation, virtual machines
Fachbereich(e)/-gebiet(e): Fachbereich Informatik
Fachbereich Informatik > Softwaretechnik
Veranstaltungstitel: Third Workshop on Virtual Machines and Intermediate Languages
Veranstaltungsort: Orlando, FL, USA
Hinterlegungsdatum: 24 Mär 2010 14:23
Offizielle URL: http://doi.acm.org/10.1145/1711506.1711512
ID-Nummer: 10.1145/1711506.1711512
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