Using polymatrix extensive Stackelberg games in security – aware resource allocation and task scheduling in computational clouds
Authors:
- Agnieszka Jakóbik,
- Andrzej Wilczyński
Abstract
In this paper, the Stackelberg game models are used for supporting the decisions on task scheduling and resource utilization in computational clouds. Stackelberg games are asymmetric games, where a specific group of players’ acts first as leaders, and the rest of the players follow the leaders’ decisions and make their decisions based on the leader’s actions. In the proposed model, the optimal schedules are generated under the security criteria along with the generation of the optimal virtual machines set for the scheduled batch of tasks. The security criteria are defined as security requirements for mapping tasks onto virtual machines with specified trust level. The effectiveness of the proposed method has been verified in the realistic use cases with in the cloud environment with OpenStack and Amazon Cloud standards.
- Record ID
- CUT1e7d744f69824ae189cc2f3a984533a2
- Publication categories
- ;
- Author
- Journal series
- Journal of Telecommunications and Information Technology, ISSN 1509-4553, e-ISSN 1899-8852
- Issue year
- 2017
- No
- 1
- Pages
- 71-80
- Other elements of collation
- schem.; tab.; Bibliografia (na s.) - 80; Bibliografia (liczba pozycji) - 20; Oznaczenie streszczenia - Abstr.; Numeracja w czasopiśmie - 1
- Keywords in English
- cloud computing, resource optimization, Stackelberg equilibrium, Stackelberg games
- URL
- http://www.itl.waw.pl/archiwum-jtit?view=kwartalrok&rok=2017&kwartal=1 Opening in a new tab
- Language
- eng (en) English
- License
- Score (nominal)
- 12
- Additional fields
- Indeksowana w: Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUT1e7d744f69824ae189cc2f3a984533a2/
- URN
urn:pkr-prod:CUT1e7d744f69824ae189cc2f3a984533a2
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.