Adaptive resource allocation for reliable performance in heterogeneous distributed systems.
The rapid development of distributed systems has triggered the emergence of many new applications such as Cloud applications. Satisfaction on these systems in regards their services is an important indicator that reflect quality of IT resource management. In this paper, we address a reliability issu...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Book Section |
| Published: |
Springer
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/31328/ |
| _version_ | 1848846924180881408 |
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| author | Hussin, Masnida Abdullah, Azizol K. Subramaniam, Shamala |
| author2 | Aversa, Rocco |
| author_facet | Aversa, Rocco Hussin, Masnida Abdullah, Azizol K. Subramaniam, Shamala |
| author_sort | Hussin, Masnida |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The rapid development of distributed systems has triggered the emergence of many new applications such as Cloud applications. Satisfaction on these systems in regards their services is an important indicator that reflect quality of IT resource management. In this paper, we address a reliability issue in the context of resource allocation that aims to improve performance of the distributed systems. We propose a heuristic scheduling by integrating different mapping and queuing strategies into allocation policy for suitably matching tasks and resources. Dynamic resource discovery and task classification are incorporated into the heuristic scheduling in pursuit of reliable decisions. Simulation experiments show that our approach achieves better response time and utilization compared to other heuristic approaches. |
| first_indexed | 2025-11-15T09:10:26Z |
| format | Book Section |
| id | upm-31328 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T09:10:26Z |
| publishDate | 2013 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-313282014-07-23T01:02:14Z http://psasir.upm.edu.my/id/eprint/31328/ Adaptive resource allocation for reliable performance in heterogeneous distributed systems. Hussin, Masnida Abdullah, Azizol K. Subramaniam, Shamala The rapid development of distributed systems has triggered the emergence of many new applications such as Cloud applications. Satisfaction on these systems in regards their services is an important indicator that reflect quality of IT resource management. In this paper, we address a reliability issue in the context of resource allocation that aims to improve performance of the distributed systems. We propose a heuristic scheduling by integrating different mapping and queuing strategies into allocation policy for suitably matching tasks and resources. Dynamic resource discovery and task classification are incorporated into the heuristic scheduling in pursuit of reliable decisions. Simulation experiments show that our approach achieves better response time and utilization compared to other heuristic approaches. Springer Aversa, Rocco Kołodziej, Joanna Zhang, Jun Amato, Flora Fortino, Giancarlo 2013 Book Section PeerReviewed Hussin, Masnida and Abdullah, Azizol and K. Subramaniam, Shamala (2013) Adaptive resource allocation for reliable performance in heterogeneous distributed systems. In: Algorithms and Architectures for Parallel Processing. Lecture Notes in Computer Science (8286). Springer, Switzerland, pp. 51-58. ISBN 9783319038886; EISBN: 9783319038896 10.1007/978-3-319-03889-6_6 |
| spellingShingle | Hussin, Masnida Abdullah, Azizol K. Subramaniam, Shamala Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title | Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title_full | Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title_fullStr | Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title_full_unstemmed | Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title_short | Adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| title_sort | adaptive resource allocation for reliable performance in heterogeneous distributed systems. |
| url | http://psasir.upm.edu.my/id/eprint/31328/ http://psasir.upm.edu.my/id/eprint/31328/ |