Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation
The interconnected cloud (Intercloud) federation is an emerging paradigm that revolutionizes the scalable service provision of geographically distributed resources. Large-scale distributed resources require well-coordinated and automated frameworks to facilitate service provision in a seamless and s...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2019-07-01
|
| Series: | Electronics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-9292/8/8/852 |
| _version_ | 1798041556603633664 |
|---|---|
| author | Sajid Latif Syed Mushhad Gilani Rana Liaqat Ali Misbah Liaqat Kwang-Man Ko |
| author_facet | Sajid Latif Syed Mushhad Gilani Rana Liaqat Ali Misbah Liaqat Kwang-Man Ko |
| author_sort | Sajid Latif |
| collection | DOAJ |
| description | The interconnected cloud (Intercloud) federation is an emerging paradigm that revolutionizes the scalable service provision of geographically distributed resources. Large-scale distributed resources require well-coordinated and automated frameworks to facilitate service provision in a seamless and systematic manner. Unquestionably, standalone service providers must communicate and federate their cloud sites with other vendors to enable the infinite pooling of resources. The pooling of these resources provides uninterpretable services to increasingly growing cloud users more efficiently, and ensures an improved Service Level Agreement (SLA). However, the research of Intercloud resource management is in its infancy. Therefore, standard interfaces, protocols, and uniform architectural components need to be developed for seamless interaction among federated clouds. In this study, we propose a distributed meta-brokering-enabled scheduling framework for provision of user application services in the federated cloud environment. Modularized architecture of the proposed system with uniform configuration in participating resource sites orchestrate the critical operations of resource management effectively, and form the federation schema. Overlaid meta-brokering instances are implemented on the top of local resource brokers to keep the global functionality isolated. These instances in overlay topology communicate in a P2P manner to maintain decentralization, high scalability, and load manageability. The proposed framework has been implemented and evaluated by extending the Java-based CloudSim 3.0.3 simulation application programming interfaces (APIs). The presented results validate the proposed model and its efficiency to facilitate user application execution with the desired QoS parameters. |
| first_indexed | 2024-04-11T22:23:09Z |
| format | Article |
| id | doaj.art-be48a6cd23eb4c3f896a8fff1025d5ca |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-04-11T22:23:09Z |
| publishDate | 2019-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-be48a6cd23eb4c3f896a8fff1025d5ca2022-12-22T03:59:59ZengMDPI AGElectronics2079-92922019-07-018885210.3390/electronics8080852electronics8080852Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud FederationSajid Latif0Syed Mushhad Gilani1Rana Liaqat Ali2Misbah Liaqat3Kwang-Man Ko4University Institute of information Technology, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, Rawalpindi 46300, PakistanUniversity Institute of information Technology, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, Rawalpindi 46300, PakistanDepartment of Physics, COMSATS University of Information Technology, Islamabad 44000, PakistanDepartment of Computer Sciences, Air University Islamabad, Islamabad 44000, PakistanDepartment of Computer Engineering, Sangji University, Usan-dong 26332, KoreaThe interconnected cloud (Intercloud) federation is an emerging paradigm that revolutionizes the scalable service provision of geographically distributed resources. Large-scale distributed resources require well-coordinated and automated frameworks to facilitate service provision in a seamless and systematic manner. Unquestionably, standalone service providers must communicate and federate their cloud sites with other vendors to enable the infinite pooling of resources. The pooling of these resources provides uninterpretable services to increasingly growing cloud users more efficiently, and ensures an improved Service Level Agreement (SLA). However, the research of Intercloud resource management is in its infancy. Therefore, standard interfaces, protocols, and uniform architectural components need to be developed for seamless interaction among federated clouds. In this study, we propose a distributed meta-brokering-enabled scheduling framework for provision of user application services in the federated cloud environment. Modularized architecture of the proposed system with uniform configuration in participating resource sites orchestrate the critical operations of resource management effectively, and form the federation schema. Overlaid meta-brokering instances are implemented on the top of local resource brokers to keep the global functionality isolated. These instances in overlay topology communicate in a P2P manner to maintain decentralization, high scalability, and load manageability. The proposed framework has been implemented and evaluated by extending the Java-based CloudSim 3.0.3 simulation application programming interfaces (APIs). The presented results validate the proposed model and its efficiency to facilitate user application execution with the desired QoS parameters.https://www.mdpi.com/2079-9292/8/8/852scalabilitymeta-brokeringlocal-brokeringfederationinterconnected |
| spellingShingle | Sajid Latif Syed Mushhad Gilani Rana Liaqat Ali Misbah Liaqat Kwang-Man Ko Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation Electronics scalability meta-brokering local-brokering federation interconnected |
| title | Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation |
| title_full | Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation |
| title_fullStr | Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation |
| title_full_unstemmed | Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation |
| title_short | Distributed Meta-Brokering P2P Overlay for Scheduling in Cloud Federation |
| title_sort | distributed meta brokering p2p overlay for scheduling in cloud federation |
| topic | scalability meta-brokering local-brokering federation interconnected |
| url | https://www.mdpi.com/2079-9292/8/8/852 |
| work_keys_str_mv | AT sajidlatif distributedmetabrokeringp2poverlayforschedulingincloudfederation AT syedmushhadgilani distributedmetabrokeringp2poverlayforschedulingincloudfederation AT ranaliaqatali distributedmetabrokeringp2poverlayforschedulingincloudfederation AT misbahliaqat distributedmetabrokeringp2poverlayforschedulingincloudfederation AT kwangmanko distributedmetabrokeringp2poverlayforschedulingincloudfederation |