Resources allocation and multi-users task scheduling: a fairness-based approach
Creators
- Medernach, Emmanuel
- Universite Blaise Pascal - Clermont-Ferrand II, Ecole Doctorale Sciences Pour l'Ingenieur de Clermont-Ferrand, Laboratoire d'Informatique, de Modelisation et d'optimisation des Systemes - Limos, Bat Isima, Campus des Cezeaux, BP 10025, 63173 Aubiere Cedex (France)
- Laboratoire de Physique Corpusculaire - LPC Clermont-Ferrand, Campus des Cezeaux, 24 avenue des Landais, BP 80026, 63171 Aubiere Cedex (France)
Description
Grid and Cloud computing make possible the sharing of computer system resources, such as storage or computation time, among a set of users, according to their requests, thereby creating an illusion of infinite resources. However, as soon as those resources are insufficient to meet users' expectations, conflicts of interest arise. Therefore, unlimited access to limited resources may lead to inefficient usage which penalizes the whole set of users. In such environments, arbitration becomes necessary in order to settle those conflicts and ensure a fair allocation to all users. We present two classes of problems: multi-user resource allocation under uncertainty and multi-user periodic task scheduling. We tackle these problems from the point of view of fairness. (author)
Abstract (French)
Les grilles de calcul et le 'cloud computing' permettent de distribuer un ensemble de ressources informatiques, telles que du stockage ou du temps de calcul, a un ensemble d'utilisateurs en fonction de leurs demandes en donnant l'illusion de ressources infinies. Cependant, lorsque l'ensemble de ces ressources est insuffisant pour satisfaire les exigences des utilisateurs, des conflits d'interets surgissent. Ainsi, un libre acces a des ressources limitees peut entrainer une utilisation inefficace qui penalise l'ensemble des participants. Dans de tels environnements, il devient necessaire d'etablir des procedures d'arbitrage afin de resoudre ces conflits en garantissant une distribution equitable aux differents utilisateurs. Nous presentons une nouvelle classe de problemes: celle des ordonnancements multi-utilisateurs. Cette these aborde la notion d'equite au travers de problemes d'allocation de ressources sous incertitudes et d'ordonnancement de taches periodiques. (auteur)Files
54044025.pdf
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Additional details
Additional titles
- Original title (French)
- Allocation de ressources et ordonnancement multi-utilisateurs: une approche basee sur l'equite
Publishing Information
- Imprint Pagination
- 232 p.
- Report number
- FRNC-TH--14107
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 54044025
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Thesis
- Descriptors DEI
- ALGORITHMS; ALLOCATIONS; ARBITRATION; OPTIMIZATION; PARALLEL PROCESSING; TASK SCHEDULING
- Descriptors DEC
- DATA PROCESSING; MATHEMATICAL LOGIC; PROCESSING; PROGRAMMING
Optional Information
- Notes
- 294 refs.; Available from the INIS Liaison Officer for France, see the INIS website for current contact and E-mail addresses