A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems
An efficient resource allocation scheme plays a vital role in scheduling applications on high-performance computing resources in order to achieve desired level of service. The major part of the existing literature on resource allocation is covered by the real-time services having timing constraint...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English English |
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Sage Publications
2020
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| Online Access: | http://irep.iium.edu.my/82351/ http://irep.iium.edu.my/82351/7/82351%20A%20comparative%20analysis%20of%20resource.pdf http://irep.iium.edu.my/82351/8/82351%20A%20comparative%20analysis%20of%20resource%20SCOPUS.pdf |
| _version_ | 1848789282805776384 |
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| author | Qureshi, Muhammad Shuaib Qureshi, Muhammad Bilal Fayaz, Muhammad Mashwani, Wali Khan Belhaouari, Samir Brahim Hassan, Saima Shah, Asadullah |
| author_facet | Qureshi, Muhammad Shuaib Qureshi, Muhammad Bilal Fayaz, Muhammad Mashwani, Wali Khan Belhaouari, Samir Brahim Hassan, Saima Shah, Asadullah |
| author_sort | Qureshi, Muhammad Shuaib |
| building | IIUM Repository |
| collection | Online Access |
| description | An efficient resource allocation scheme plays a vital role in scheduling applications on high-performance computing
resources in order to achieve desired level of service. The major part of the existing literature on resource allocation is
covered by the real-time services having timing constraints as primary parameter. Resource allocation schemes for the
real-time services have been designed with various architectures (static, dynamic, centralized, or distributed) and quality
of service criteria (cost efficiency, completion time minimization, energy efficiency, and memory optimization). In this
analysis, numerous resource allocation schemes for real-time services in various high-performance computing (distributed
and non-distributed) domains have been studied and compared on the basis of common parameters such as application
type, operational environment, optimization goal, architecture, system size, resource type, optimality, simulation
tool, comparison technique, and input data. The basic aim of this study is to provide a consolidated platform to the
researchers working on scheduling and allocating high-performance computing resources to the real-time services. This work comprehensively discusses, integrates, analysis, and categorizes all resource allocation schemes for real-time services into five high-performance computing classes: grid, cloud, edge, fog, and multicore computing systems. The workflow representations of the studied schemes help the readers in understanding basic working and architectures of these mechanisms in order to investigate further research gaps |
| first_indexed | 2025-11-14T17:54:15Z |
| format | Article |
| id | iium-82351 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:54:15Z |
| publishDate | 2020 |
| publisher | Sage Publications |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-823512020-09-01T02:52:34Z http://irep.iium.edu.my/82351/ A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems Qureshi, Muhammad Shuaib Qureshi, Muhammad Bilal Fayaz, Muhammad Mashwani, Wali Khan Belhaouari, Samir Brahim Hassan, Saima Shah, Asadullah T10.5 Communication of technical information An efficient resource allocation scheme plays a vital role in scheduling applications on high-performance computing resources in order to achieve desired level of service. The major part of the existing literature on resource allocation is covered by the real-time services having timing constraints as primary parameter. Resource allocation schemes for the real-time services have been designed with various architectures (static, dynamic, centralized, or distributed) and quality of service criteria (cost efficiency, completion time minimization, energy efficiency, and memory optimization). In this analysis, numerous resource allocation schemes for real-time services in various high-performance computing (distributed and non-distributed) domains have been studied and compared on the basis of common parameters such as application type, operational environment, optimization goal, architecture, system size, resource type, optimality, simulation tool, comparison technique, and input data. The basic aim of this study is to provide a consolidated platform to the researchers working on scheduling and allocating high-performance computing resources to the real-time services. This work comprehensively discusses, integrates, analysis, and categorizes all resource allocation schemes for real-time services into five high-performance computing classes: grid, cloud, edge, fog, and multicore computing systems. The workflow representations of the studied schemes help the readers in understanding basic working and architectures of these mechanisms in order to investigate further research gaps Sage Publications 2020-08-21 Article PeerReviewed application/pdf en http://irep.iium.edu.my/82351/7/82351%20A%20comparative%20analysis%20of%20resource.pdf application/pdf en http://irep.iium.edu.my/82351/8/82351%20A%20comparative%20analysis%20of%20resource%20SCOPUS.pdf Qureshi, Muhammad Shuaib and Qureshi, Muhammad Bilal and Fayaz, Muhammad and Mashwani, Wali Khan and Belhaouari, Samir Brahim and Hassan, Saima and Shah, Asadullah (2020) A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems. International journal of Distributed sensor networks, 16 (8). pp. 1-35. ISSN 1550-1477 E-ISSN 1550-1477 https://journals.sagepub.com/doi/pdf/10.1177/1550147720932750 10.1177/1550147720932750 |
| spellingShingle | T10.5 Communication of technical information Qureshi, Muhammad Shuaib Qureshi, Muhammad Bilal Fayaz, Muhammad Mashwani, Wali Khan Belhaouari, Samir Brahim Hassan, Saima Shah, Asadullah A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title | A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title_full | A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title_fullStr | A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title_full_unstemmed | A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title_short | A comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| title_sort | comparative analysis of resource allocation schemes for real-time services in high-performance computing systems |
| topic | T10.5 Communication of technical information |
| url | http://irep.iium.edu.my/82351/ http://irep.iium.edu.my/82351/ http://irep.iium.edu.my/82351/ http://irep.iium.edu.my/82351/7/82351%20A%20comparative%20analysis%20of%20resource.pdf http://irep.iium.edu.my/82351/8/82351%20A%20comparative%20analysis%20of%20resource%20SCOPUS.pdf |