Task grouping and optimized deep learning based VM sizing for hosting containers as a service
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| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1186/s13677-023-00441-7 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8346 |
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oai:localhost:PNK-83462023-04-27T01:55:43Z Task grouping and optimized deep learning based VM sizing for hosting containers as a service Manoj Kumar, Patra Bibhudatta, Sahoo Ashok Kumar, Turuk CaaS Deep-ConvLSTM CC BY Containers as a service (CaaS) are a kind of services that permits the organization to handle the containers more effectively. Containers are lightweight, require less computing resources, portable, and facilitate better support for microservices. In the CaaS model, containers are deployed in virtual machines, and the virtual machine runs on the physical machine. The objective of this paper is to estimate the resource required by a VM to execute a number of containers. VM sizing is a directorial process where the system administrators have to optimize the allocated resources within the permitted virtualized space. In this work, the VM sizing is carried out using the Deep Convolutional Long Short Term Memory Network (Deep-ConvLSTM), where the weights are updated by Fractional Pelican Optimization (FPO) Algorithm. 2023-04-27T01:55:43Z 2023-04-27T01:55:43Z 2023 Book https://link.springer.com/article/10.1186/s13677-023-00441-7 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8346 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
CaaS Deep-ConvLSTM |
| spellingShingle |
CaaS Deep-ConvLSTM Manoj Kumar, Patra Bibhudatta, Sahoo Ashok Kumar, Turuk Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| description |
CC BY |
| format |
Book |
| author |
Manoj Kumar, Patra Bibhudatta, Sahoo Ashok Kumar, Turuk |
| author_facet |
Manoj Kumar, Patra Bibhudatta, Sahoo Ashok Kumar, Turuk |
| author_sort |
Manoj Kumar, Patra |
| title |
Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| title_short |
Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| title_full |
Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| title_fullStr |
Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| title_full_unstemmed |
Task grouping and optimized deep learning based VM sizing for hosting containers as a service |
| title_sort |
task grouping and optimized deep learning based vm sizing for hosting containers as a service |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1186/s13677-023-00441-7 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8346 |
| _version_ |
1764358630359957504 |
| score |
8.889492 |