Fog and cloud load balancing using regression based recurrent deep learning algorithm
| dc.contributor.advisor | Ibrahim, Abdullahi Abdu | |
| dc.contributor.author | Jameel, Eftekhar Jumaah | |
| dc.date.accessioned | 2023-07-21T08:53:33Z | |
| dc.date.available | 2023-07-21T08:53:33Z | |
| dc.date.issued | 2022 | en_US |
| dc.date.submitted | 2022 | |
| dc.department | Enstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı | en_US |
| dc.description.abstract | Fog computing has been studied by a variety of academics, and they have identified concerns which need to be solved. It is the primary goal of this project to build and execute an energy conscious load balancer that will reduce energy usage and help in the distribution of loads. Furthermore, with chips becoming more compact and containing increasingly dense circuitry, the release of energy in the form of heat increases. This means even more energy consumption, as computational components do not operate well at very high temperatures and therefore are cooling systems. In this work we investigate the relative strengths and weaknesses of the different fog and cloud models and structures. | en_US |
| dc.identifier.citation | Jameel, Eftekhar Jumaah. (2022). Fog and cloud load balancing using regression based recurrent deep learning algorithm. (Yayınlanmamış yüksek lisans tezi). Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, İstanbul. | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12939/3577 | |
| dc.identifier.yoktezid | 746346 | |
| dc.institutionauthor | Jameel, Eftekhar Jumaah | |
| dc.language.iso | en | |
| dc.publisher | Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü | en_US |
| dc.relation.publicationcategory | Tez | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Fog | en_US |
| dc.subject | Cloud | en_US |
| dc.subject | Machine Learning | en_US |
| dc.subject | Artificial Intelligence | en_US |
| dc.subject | Genetic Algorithm | en_US |
| dc.title | Fog and cloud load balancing using regression based recurrent deep learning algorithm | |
| dc.type | Master Thesis |
