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Optimizing execution of component-based applications using group instances

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4 Author(s)
Beynon, M.D. ; Dept. of Comput. Sci., Maryland Univ., College Park, MD, USA ; Kurc, T. ; Sussman, A. ; Saltz, J.

Research on programming models for developing applications in the Grid has proposed component-based models as a viable approach, in which an application is composed of multiple interacting computational objects. We have been developing a framework, called filter-stream programming, for building data-intensive applications that query, analyze and manipulate very large data sets in a distributed environment. In this model, the processing structure of an application is represented as a set of processing units, referred to as filters. We develop the problem of scheduling instances of a filter group. A filter group is a set of filters collectively performing a computation for an application. In particular we seek the answer to the following question: should a new instance be created, or an existing one reused? We experimentally investigate the effects of instantiating multiple filter groups on performance under varying application characteristics

Published in:

Cluster Computing and the Grid, 2001. Proceedings. First IEEE/ACM International Symposium on

Date of Conference:

2001

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