Machine learning for cloud management / (Record no. 13640)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01418cam a2200277 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 10773 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BhIIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240625111716.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210607s2022 flua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780367626488 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BhIIT |
| 041 ## - LANGUAGE CODE | |
| Language code of text | eng |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Book number | KUM/M |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning for cloud management / |
| Statement of responsibility, etc | by Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton : |
| Name of publisher | CRC Press, |
| Year of publication | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxiv, 172 pages : |
| Other physical details(ill.) | illustrations ; |
| Dimensions(size) | 27 cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (pages 159-170) and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Machine Learning for Cloud Management explores cloud resource management through predictive modelling and virtual machine placement. The predictive approaches are developed using regression-based time series analysis and neural network models. The neural network-based models are primarily trained using evolutionary algorithms, and efficient virtual machine placement schemes are developed using multi-objective genetic algorithms. The book is ideal for researchers who are working in the domain of cloud computing"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Cloud computing. |
| Topical Term | Machine learning. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kumar, Jitendra |
| Relator term | Author. |
| Personal name | Singh, Ashutosh Kumar |
| Relator term | Author. |
| Personal name | Mohan, Anand |
| Relator term | Author. |
| Personal name | Buyya, Rajkumar, |
| Relator term | Author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Technical Reference Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 04/01/2024 | 28 | 10363.08 | 006.31 KUM/M | 10773 | 14196.00 | 04/01/2024 | Technical Reference Book |