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)
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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