A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing
<h3>Introduction</h3><p dir="ltr">The migration of business and scientific operations to the cloud and the surge in data from IoT devices have intensified the complexity of cloud resource scheduling. Ensuring efficient resource distribution in line with user-specified SLA...
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | , , , , , |
| منشور في: |
2024
|
| الموضوعات: | |
| الوسوم: |
إضافة وسم
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
|
| _version_ | 1864513547770265600 |
|---|---|
| author | Nadim Rana (11424583) |
| author2 | Fathe Jeribi (19106500) Zeba Khan (21324380) Wagdi Alrawagfeh (17271664) Imed Ben Dhaou (21324383) Mohammad Haseebuddin (21324386) Mueen Uddin (4903510) |
| author2_role | author author author author author author |
| author_facet | Nadim Rana (11424583) Fathe Jeribi (19106500) Zeba Khan (21324380) Wagdi Alrawagfeh (17271664) Imed Ben Dhaou (21324383) Mohammad Haseebuddin (21324386) Mueen Uddin (4903510) |
| author_role | author |
| dc.creator.none.fl_str_mv | Nadim Rana (11424583) Fathe Jeribi (19106500) Zeba Khan (21324380) Wagdi Alrawagfeh (17271664) Imed Ben Dhaou (21324383) Mohammad Haseebuddin (21324386) Mueen Uddin (4903510) |
| dc.date.none.fl_str_mv | 2024-07-08T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.3389/fcomp.2024.1288552 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_systematic_literature_review_on_contemporary_and_future_trends_in_virtual_machine_scheduling_techniques_in_cloud_and_multi-access_computing/29023031 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Distributed computing and systems software Graphics, augmented reality and games Software engineering Cloud computing Virtualization SLA Virtual machine scheduling QoS Internet of Things Multi-access computing |
| dc.title.none.fl_str_mv | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <h3>Introduction</h3><p dir="ltr">The migration of business and scientific operations to the cloud and the surge in data from IoT devices have intensified the complexity of cloud resource scheduling. Ensuring efficient resource distribution in line with user-specified SLA and QoS demands novel scheduling solutions. This study scrutinizes contemporary Virtual Machine (VM) scheduling strategies, shedding light on the complexities and future prospects of VM design and aims to propel further research by highlighting existing obstacles and untapped potential in the ever-evolving realm of cloud and multi-access edge computing (MEC).</p><h3>Method</h3><p dir="ltr">Implementing a Systematic Literature Review (SLR), this research dissects VM scheduling techniques. A meticulous selection process distilled 67 seminal studies from an initial corpus of 722, spanning from 2008 to 2022. This critical filtration has been pivotal for grasping the developmental trajectory and current tendencies in VM scheduling practices.</p><h3>Result</h3><p dir="ltr">The in-depth examination of 67 studies on VM scheduling has produced a taxonomic breakdown into three principal methodologies: traditional, heuristic, and meta-heuristic. The review underscores a marked shift toward heuristic and meta-heuristic methods, reflecting their growing significance in the advancement of VM scheduling.</p><h3>Conclusion</h3><p dir="ltr">Although VM scheduling has progressed markedly, the focus remains predominantly on metaheuristic and heuristic approaches. The analysis enlightens ongoing challenges and the direction of future developments, highlighting the necessity for persistent research and innovation in this sector.</p><h2>Other Information</h2><p dir="ltr">Published in: Frontiers in Computer Science<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.3389/fcomp.2024.1288552" target="_blank">https://dx.doi.org/10.3389/fcomp.2024.1288552</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_3d6fa2605929f06e0c0d17749528052f |
| identifier_str_mv | 10.3389/fcomp.2024.1288552 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29023031 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computingNadim Rana (11424583)Fathe Jeribi (19106500)Zeba Khan (21324380)Wagdi Alrawagfeh (17271664)Imed Ben Dhaou (21324383)Mohammad Haseebuddin (21324386)Mueen Uddin (4903510)Information and computing sciencesDistributed computing and systems softwareGraphics, augmented reality and gamesSoftware engineeringCloud computingVirtualizationSLAVirtual machine schedulingQoSInternet of ThingsMulti-access computing<h3>Introduction</h3><p dir="ltr">The migration of business and scientific operations to the cloud and the surge in data from IoT devices have intensified the complexity of cloud resource scheduling. Ensuring efficient resource distribution in line with user-specified SLA and QoS demands novel scheduling solutions. This study scrutinizes contemporary Virtual Machine (VM) scheduling strategies, shedding light on the complexities and future prospects of VM design and aims to propel further research by highlighting existing obstacles and untapped potential in the ever-evolving realm of cloud and multi-access edge computing (MEC).</p><h3>Method</h3><p dir="ltr">Implementing a Systematic Literature Review (SLR), this research dissects VM scheduling techniques. A meticulous selection process distilled 67 seminal studies from an initial corpus of 722, spanning from 2008 to 2022. This critical filtration has been pivotal for grasping the developmental trajectory and current tendencies in VM scheduling practices.</p><h3>Result</h3><p dir="ltr">The in-depth examination of 67 studies on VM scheduling has produced a taxonomic breakdown into three principal methodologies: traditional, heuristic, and meta-heuristic. The review underscores a marked shift toward heuristic and meta-heuristic methods, reflecting their growing significance in the advancement of VM scheduling.</p><h3>Conclusion</h3><p dir="ltr">Although VM scheduling has progressed markedly, the focus remains predominantly on metaheuristic and heuristic approaches. The analysis enlightens ongoing challenges and the direction of future developments, highlighting the necessity for persistent research and innovation in this sector.</p><h2>Other Information</h2><p dir="ltr">Published in: Frontiers in Computer Science<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.3389/fcomp.2024.1288552" target="_blank">https://dx.doi.org/10.3389/fcomp.2024.1288552</a></p>2024-07-08T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.3389/fcomp.2024.1288552https://figshare.com/articles/journal_contribution/A_systematic_literature_review_on_contemporary_and_future_trends_in_virtual_machine_scheduling_techniques_in_cloud_and_multi-access_computing/29023031CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/290230312024-07-08T03:00:00Z |
| spellingShingle | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing Nadim Rana (11424583) Information and computing sciences Distributed computing and systems software Graphics, augmented reality and games Software engineering Cloud computing Virtualization SLA Virtual machine scheduling QoS Internet of Things Multi-access computing |
| status_str | publishedVersion |
| title | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| title_full | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| title_fullStr | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| title_full_unstemmed | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| title_short | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| title_sort | A systematic literature review on contemporary and future trends in virtual machine scheduling techniques in cloud and multi-access computing |
| topic | Information and computing sciences Distributed computing and systems software Graphics, augmented reality and games Software engineering Cloud computing Virtualization SLA Virtual machine scheduling QoS Internet of Things Multi-access computing |