Benchmarking suite for cloud-edge applications
In recent years, there has been a growing trend of cloud migration and a reliance on serverless computing. Furthermore, there is a growing demand for edge computing, where cloud computing resources are decentralised. Computation and storage are located closer to the end users. While there are ma...
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2024
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sg-ntu-dr.10356-1752562024-04-26T15:42:13Z Benchmarking suite for cloud-edge applications Chua, Jason Jin Sheng Dmitrii Ustiugov School of Computer Science and Engineering dmitrii.ustiugov@ntu.edu.sg Computer and Information Science Distributed system In recent years, there has been a growing trend of cloud migration and a reliance on serverless computing. Furthermore, there is a growing demand for edge computing, where cloud computing resources are decentralised. Computation and storage are located closer to the end users. While there are many enterprise solutions available, this project seeks explore and develop upon an open-source platform: vHive, which allows researchers to look into the software stack of a modern serverless platform. This project will build on the current infrastructure by adding another open-source project called OpenYurt for edge node management into vHive, where further research of cloud-edge system can be done. Additionally, a multi-function chain benchmark will be added into vSwarm, a benchmark suite part of vHive ecosystem, giving users a standard to compare for the same given use case. Bachelor's degree 2024-04-23T02:12:57Z 2024-04-23T02:12:57Z 2024 Final Year Project (FYP) Chua, J. J. S. (2024). Benchmarking suite for cloud-edge applications. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175256 https://hdl.handle.net/10356/175256 en application/pdf Nanyang Technological University |
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Computer and Information Science Distributed system Chua, Jason Jin Sheng Benchmarking suite for cloud-edge applications |
description |
In recent years, there has been a growing trend of cloud migration and a reliance on serverless
computing. Furthermore, there is a growing demand for edge computing, where cloud
computing resources are decentralised. Computation and storage are located closer to the end
users.
While there are many enterprise solutions available, this project seeks explore and develop
upon an open-source platform: vHive, which allows researchers to look into the software stack
of a modern serverless platform. This project will build on the current infrastructure by adding
another open-source project called OpenYurt for edge node management into vHive, where
further research of cloud-edge system can be done. Additionally, a multi-function chain
benchmark will be added into vSwarm, a benchmark suite part of vHive ecosystem, giving
users a standard to compare for the same given use case. |
author2 |
Dmitrii Ustiugov |
author_facet |
Dmitrii Ustiugov Chua, Jason Jin Sheng |
format |
Final Year Project |
author |
Chua, Jason Jin Sheng |
author_sort |
Chua, Jason Jin Sheng |
title |
Benchmarking suite for cloud-edge applications |
title_short |
Benchmarking suite for cloud-edge applications |
title_full |
Benchmarking suite for cloud-edge applications |
title_fullStr |
Benchmarking suite for cloud-edge applications |
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Benchmarking suite for cloud-edge applications |
title_sort |
benchmarking suite for cloud-edge applications |
publisher |
Nanyang Technological University |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/175256 |
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1800916436748599296 |