Automated cloud resources provisioning with the use of the proximal policy optimization
CC BY
Lưu vào:
| Tác giả chính: | , , |
|---|---|
| Định dạng: | Sách |
| Ngôn ngữ: | English |
| Nhà xuất bản: |
Springer
2023
|
| Chủ đề: | |
| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s11227-022-04924-3 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7354 |
| Từ khóa: |
Thêm từ khóa
Không có từ khóa, Hãy là người đầu tiên đánh dấu biểu ghi này!
|
| id |
oai:localhost:PNK-7354 |
|---|---|
| record_format |
dspace |
| spelling |
oai:localhost:PNK-73542023-03-31T01:27:16Z Automated cloud resources provisioning with the use of the proximal policy optimization Włodzimierz, Funika Paweł, Koperek Jacek, Kitowski modern applications scientific and commercial complex nature of distributed systems CC BY Many modern applications, both scientific and commercial, are deployed to cloud environments and often employ multiple types of resources. That allows them to efficiently allocate only the resources which are actually needed to achieve their goals. However, in many workloads the actual usage of the infrastructure varies over time, which results in over-provisioning and unnecessarily high costs. In such cases, automatic resource scaling can provide significant cost savings by provisioning only the amount of resources which are necessary to support the current workload. Unfortunately, due to the complex nature of distributed systems, automatic scaling remains a challenge. 2023-03-31T01:27:16Z 2023-03-31T01:27:16Z 2023 Book https://link.springer.com/article/10.1007/s11227-022-04924-3 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7354 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
modern applications scientific and commercial complex nature of distributed systems |
| spellingShingle |
modern applications scientific and commercial complex nature of distributed systems Włodzimierz, Funika Paweł, Koperek Jacek, Kitowski Automated cloud resources provisioning with the use of the proximal policy optimization |
| description |
CC BY |
| format |
Book |
| author |
Włodzimierz, Funika Paweł, Koperek Jacek, Kitowski |
| author_facet |
Włodzimierz, Funika Paweł, Koperek Jacek, Kitowski |
| author_sort |
Włodzimierz, Funika |
| title |
Automated cloud resources provisioning with the use of the proximal policy optimization |
| title_short |
Automated cloud resources provisioning with the use of the proximal policy optimization |
| title_full |
Automated cloud resources provisioning with the use of the proximal policy optimization |
| title_fullStr |
Automated cloud resources provisioning with the use of the proximal policy optimization |
| title_full_unstemmed |
Automated cloud resources provisioning with the use of the proximal policy optimization |
| title_sort |
automated cloud resources provisioning with the use of the proximal policy optimization |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s11227-022-04924-3 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7354 |
| _version_ |
1761912523588632576 |
| score |
8.891145 |