Distributed dispatcher & scheduler with bandwidth constraint in edge computing
In this report, we study the distributed dispatcher & scheduler with bandwidth constraint in edge computing. We will first image and create a cloud computing environment for a centralised solution. We then consider networking bandwidth constraints and a server’s computational resources bef...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/162821 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | In this report, we study the distributed dispatcher & scheduler with bandwidth constraint in
edge computing. We will first image and create a cloud computing environment for a
centralised solution. We then consider networking bandwidth constraints and a server’s
computational resources before creating a centralised algorithm for dispatching and scheduling.
Subsequently, we implement this algorithm in a simulation environment and confirm our
understanding of the cloud computing concept and test the algorithm’s correctness. After which,
the cloud computing environment will be viewed from a decentralised perspective where a
decentralised solution can be formulated. A final decentralised solution will be created by
modifying the above centralised solution to abide by the three key characteristics of a
decentralised system, concurrency, loosely coupled and independent of failure. |
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