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Performance Modeling and Prediction of Real Application Workload in a Volunteer-based System

Abstract

The goal of this paper is to present a model that predicts the real workload placed on a volunteer based system by an application, with incorporation of not only performance but also availability of volunteers. The application consists of multiple data packets that need to be processed. Knowing the computational workload demand of a single data packet we show how to estimate the application workload in a volunteer based system. Furthermore, we show how real life metrics obtained from the BOINC volunteer system can be applied to the proposed model.

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Details

Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
W : Applications of Information Systems in Engineering and Bioscience strony 37 - 45
Language:
English
Publication year:
2014
Bibliographic description:
Czarnul P., Matuszek M.: Performance Modeling and Prediction of Real Application Workload in a Volunteer-based System// W : Applications of Information Systems in Engineering and Bioscience/ : , 2014, s.37-45
Verified by:
Gdańsk University of Technology

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