Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing
Demands for reliability in distributed computing systems have become extremely important now a days due to strong requirements imposed by the dynamic behaviour of user and resource communities. With the increasing number of entities in the distributed systems, inadequate information and unsuccessful...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Medwell Journals
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/63614/ http://psasir.upm.edu.my/id/eprint/63614/1/Trust-aware%20scheduling%20for%20tasks%20with%20precedence%20constraints%20in%20heterogeneous%20distributed%20computing.pdf |
| _version_ | 1848854831060484096 |
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| author | Hussin, Masnida Derahman, Mohd Noor Jalal, Siti Fajar Latip, Rohaya |
| author_facet | Hussin, Masnida Derahman, Mohd Noor Jalal, Siti Fajar Latip, Rohaya |
| author_sort | Hussin, Masnida |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Demands for reliability in distributed computing systems have become extremely important now a days due to strong requirements imposed by the dynamic behaviour of user and resource communities. With the increasing number of entities in the distributed systems, inadequate information and unsuccessful accessibility have becoming critical factors that impact system performance. We present an adaptive scheduling which attempts to improve system reliability. Specifically, our scheduling approach combines trust-based matching scheme with robust mapping rules to deal with diverse processing requirements and heterogeneous resources. Simulation experiments proved the efficacy of our approach in achieving better system performance and implicitly help to gain reliable and cost-effective computation. |
| first_indexed | 2025-11-15T11:16:07Z |
| format | Article |
| id | upm-63614 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:16:07Z |
| publishDate | 2017 |
| publisher | Medwell Journals |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-636142018-11-07T02:34:12Z http://psasir.upm.edu.my/id/eprint/63614/ Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing Hussin, Masnida Derahman, Mohd Noor Jalal, Siti Fajar Latip, Rohaya Demands for reliability in distributed computing systems have become extremely important now a days due to strong requirements imposed by the dynamic behaviour of user and resource communities. With the increasing number of entities in the distributed systems, inadequate information and unsuccessful accessibility have becoming critical factors that impact system performance. We present an adaptive scheduling which attempts to improve system reliability. Specifically, our scheduling approach combines trust-based matching scheme with robust mapping rules to deal with diverse processing requirements and heterogeneous resources. Simulation experiments proved the efficacy of our approach in achieving better system performance and implicitly help to gain reliable and cost-effective computation. Medwell Journals 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/63614/1/Trust-aware%20scheduling%20for%20tasks%20with%20precedence%20constraints%20in%20heterogeneous%20distributed%20computing.pdf Hussin, Masnida and Derahman, Mohd Noor and Jalal, Siti Fajar and Latip, Rohaya (2017) Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing. Journal of Engineering and Applied Sciences, 12 (3). pp. 488-493. ISSN 1816-949X; ESSN: 1818-7803 https://medwelljournals.com/abstract/?doi=jeasci.2017.488.493 10.3923/jeasci.2017.488.493 |
| spellingShingle | Hussin, Masnida Derahman, Mohd Noor Jalal, Siti Fajar Latip, Rohaya Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title | Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title_full | Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title_fullStr | Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title_full_unstemmed | Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title_short | Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| title_sort | trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing |
| url | http://psasir.upm.edu.my/id/eprint/63614/ http://psasir.upm.edu.my/id/eprint/63614/ http://psasir.upm.edu.my/id/eprint/63614/ http://psasir.upm.edu.my/id/eprint/63614/1/Trust-aware%20scheduling%20for%20tasks%20with%20precedence%20constraints%20in%20heterogeneous%20distributed%20computing.pdf |